[{"data":1,"prerenderedAt":1082},["ShallowReactive",2],{"practiceExams":3,"practice-exams-\u002Fpractice-exams\u002Faws-certified-devops-engineer-professional":153,"practice-exam-concepts-\u002Fpractice-exams\u002Faws-certified-devops-engineer-professional":196,"practice-exam-\u002Fpractice-exams\u002Faws-certified-devops-engineer-professional":197,"courses-\u002Fpractice-exams\u002Faws-certified-devops-engineer-professional":1036},[4,17,28,39,49,59,70,80,90,101,111,122,134,145],{"id":5,"slug":6,"description":7,"questionCount":8,"isActive":9,"datePublicModified":10,"difficulty":11,"examVersion":16},1,"aws-certified-solutions-architect-associate-saa-c03","Unlock your potential with the AWS Certified Solutions Architect - Associate Practice Exam Simulator. This comprehensive tool is designed to prepare you thoroughly and assess your readiness for the most sought-after AWS associate certification.",1203,true,"2026-10-30T00:00:00.000Z",{"title":12,"subtitle":13,"slug":14,"coverImageUrl":15},"AWS Certified Solutions Architect - Associate","SAA-C03","aws-certified-solutions-architect-associate","\u002Fimages\u002Fdifficulties\u002Faws-certified-solutions-architect-associatesaa-c03\u002Fcovers\u002Faws-SAA-C03.png",{"slug":6,"pageSlug":14},{"id":18,"slug":19,"description":20,"questionCount":21,"isActive":9,"datePublicModified":10,"difficulty":22,"examVersion":27},5,"aws-certified-cloud-practitioner-clf-c02","Master your AWS Certified Cloud Practitioner exam with our Practice Exam Simulator. Prepare effectively and assess your readiness with realistic practice exams designed to mirror the most popular official AWS exam.",937,{"title":23,"subtitle":24,"slug":25,"coverImageUrl":26},"AWS Certified Cloud Practitioner","CLF-C02","aws-certified-cloud-practitioner","\u002Fimages\u002Fdifficulties\u002Faws-certified-cloud-practitionerclf-c02\u002Fcovers\u002Faws-CLF-C02.png",{"slug":19,"pageSlug":25},{"id":29,"slug":30,"description":31,"questionCount":32,"isActive":9,"datePublicModified":10,"difficulty":33,"examVersion":38},8,"aws-certified-devops-engineer-professional-dop-c02","Boost your readiness for the AWS Certified DevOps Engineer - Professional (DOP-C02) exam with our practice exam simulator. Featuring realistic questions and detailed explanations, it helps you identify knowledge gaps and improve your skills.",1040,{"title":34,"subtitle":35,"slug":36,"coverImageUrl":37},"AWS Certified DevOps Engineer - Professional","DOP-C02","aws-certified-devops-engineer-professional","",{"slug":30,"pageSlug":36},{"id":40,"slug":41,"description":42,"questionCount":43,"isActive":9,"datePublicModified":10,"difficulty":44,"examVersion":48},9,"aws-certified-data-engineer-associate-dea-c01","Prepare for your AWS Certified Data Engineer - Associate exam with our practice exam simulator. Featuring real exam scenarios, detailed explanations, and instant feedback to boost your confidence and success rate.",891,{"title":45,"subtitle":46,"slug":47,"coverImageUrl":37},"AWS Certified Data Engineer - Associate","DEA-C01","aws-certified-data-engineer-associate",{"slug":41,"pageSlug":47},{"id":50,"slug":51,"description":52,"questionCount":53,"isActive":9,"datePublicModified":10,"difficulty":54,"examVersion":58},11,"aws-certified-ai-practitioner-aif-c01","Prepare for the AWS Certified AI Practitioner exam with our practice exam simulator. Realistic questions on AI, machine learning and generative AI fundamentals, with detailed explanations, help you find your knowledge gaps and assess your readiness.",928,{"title":55,"subtitle":56,"slug":57,"coverImageUrl":37},"AWS Certified AI Practitioner","AIF-C01","aws-certified-ai-practitioner",{"slug":51,"pageSlug":57},{"id":60,"slug":61,"description":62,"questionCount":63,"isActive":9,"datePublicModified":64,"difficulty":65,"examVersion":69},17,"aws-certified-generative-ai-developer-professional-aip-c01","Get ready for the AWS Certified Generative AI Developer - Professional exam with our practice exam simulator. Realistic scenario-based questions with detailed explanations help you assess your readiness to build generative AI solutions on AWS.",982,"2026-10-29T00:00:00.000Z",{"title":66,"subtitle":67,"slug":68,"coverImageUrl":37},"AWS Certified Generative AI Developer - Professional","AIP-C01","aws-certified-generative-ai-developer-professional",{"slug":61,"pageSlug":68},{"id":71,"slug":72,"description":73,"questionCount":74,"isActive":9,"datePublicModified":64,"difficulty":75,"examVersion":79},19,"aws-certified-machine-learning-engineer-associate-mla-c02","Prepare for the AWS Certified Machine Learning Engineer - Associate exam with our practice exam simulator. Realistic questions with detailed explanations help you find your knowledge gaps and assess your readiness to build and run ML workloads on AWS.",861,{"title":76,"subtitle":77,"slug":78,"coverImageUrl":37},"AWS Certified Machine Learning Engineer - Associate","MLA-C02","aws-certified-machine-learning-engineer-associate",{"slug":72,"pageSlug":78},{"id":81,"slug":82,"description":83,"questionCount":84,"isActive":9,"datePublicModified":64,"difficulty":85,"examVersion":89},21,"aws-certified-cloudops-engineer-associate-soa-c03","Prepare for the AWS Certified CloudOps Engineer - Associate exam with our practice exam simulator. Realistic questions with detailed explanations help you assess your readiness to deploy, operate and troubleshoot workloads on AWS.",862,{"title":86,"subtitle":87,"slug":88,"coverImageUrl":37},"AWS Certified CloudOps Engineer - Associate","SOA-C03","aws-certified-cloudops-engineer-associate",{"slug":82,"pageSlug":88},{"id":91,"slug":92,"description":93,"questionCount":94,"isActive":9,"datePublicModified":64,"difficulty":95,"examVersion":100},13,"aws-certified-security-specialty-scs-c03","Advance your career in cloud security with the AWS Certified Security - Specialty (SCS-C03) Exam Simulator. Realistic, scenario-based practice exams mirror the official exam, with detailed explanations to close your knowledge gaps.",864,{"title":96,"subtitle":97,"slug":98,"coverImageUrl":99},"AWS Certified Security - Specialty","SCS-C03","aws-certified-security-specialty","\u002Fimages\u002Fdifficulties\u002Faws-certified-security-specialtyscs-c02\u002Fcovers\u002Faws_SCS_c02.png",{"slug":92,"pageSlug":98},{"id":102,"slug":103,"description":104,"questionCount":105,"isActive":9,"datePublicModified":64,"difficulty":106,"examVersion":110},15,"aws-certified-ai-business-strategist-aib-c01","Prepare for the AWS Certified AI Business Strategist exam with our practice exam simulator. Realistic, scenario-based questions with detailed explanations help you assess your readiness to lead AI adoption on AWS and close your knowledge gaps.",848,{"title":107,"subtitle":108,"slug":109,"coverImageUrl":37},"AWS Certified AI Business Strategist","AIB-C01","aws-certified-ai-business-strategist",{"slug":103,"pageSlug":109},{"id":112,"slug":113,"description":114,"questionCount":115,"isActive":9,"datePublicModified":116,"difficulty":117,"examVersion":121},10,"aws-certified-advanced-networking-specialty-ans-c01","The AWS Certified Advanced Networking - Specialty practice exam simulates the real test, offering scenario-based questions that assess your ability to design, implement, and troubleshoot complex AWS networking solutions. ",681,"2024-11-13T00:00:00.000Z",{"title":118,"subtitle":119,"slug":120,"coverImageUrl":37},"AWS Certified Advanced Networking - Specialty","ANS-C01","aws-certified-advanced-networking-specialty",{"slug":113,"pageSlug":120},{"id":123,"slug":124,"description":125,"questionCount":126,"isActive":9,"datePublicModified":127,"difficulty":128,"examVersion":133},4,"aws-certified-developer-associate-dva-c02","Unlock your potential as a software developer with the AWS Certified Developer - Associate Exam Simulator! Prepare thoroughly with realistic practice exams designed to mirror the official exam.",399,"2024-06-06T00:00:00.000Z",{"title":129,"subtitle":130,"slug":131,"coverImageUrl":132},"AWS Certified Developer - Associate","DVA-C02","aws-certified-developer-associate","\u002Fimages\u002Fdifficulties\u002Faws-certified-developer-associatedva-c02\u002Fcovers\u002Faws-DVA-C02.png",{"slug":124,"pageSlug":131},{"id":135,"slug":136,"description":137,"questionCount":138,"isActive":9,"datePublicModified":127,"difficulty":139,"examVersion":144},6,"aws-certified-solutions-architect-professional-sap-c02","Elevate your career with the AWS Certified Solutions Architect - Professional Exam Simulator. Get ready to ace the most popular Professional AWS exam with our realistic practice exams. Assess your readiness, boost your confidence, and ensure your success.",789,{"title":140,"subtitle":141,"slug":142,"coverImageUrl":143},"AWS Certified Solutions Architect - Professional","SAP-C02","aws-certified-solutions-architect-professional","\u002Fimages\u002Fdifficulties\u002Faws-certified-solutions-architect-professionalsap-c02\u002Fcovers\u002Faws-SAP-C02.png",{"slug":136,"pageSlug":142},{"id":146,"slug":147,"description":148,"questionCount":149,"isActive":9,"datePublicModified":127,"difficulty":150,"examVersion":151},7,"aws-certified-security-specialty-scs-c02","Advance your career in cloud cybersecurity with the AWS Certified Security - Specialty Exam Simulator! Tailored for professionals, this tool offers realistic practice exams to mirror the official exam.",5431,{"title":96,"subtitle":97,"slug":98,"coverImageUrl":99},{"slug":147,"pageSlug":152},null,[154,157,160,163,166,169,172,175,178,181,184,187,190,193],{"id":5,"slug":6,"description":7,"questionCount":8,"isActive":9,"datePublicModified":10,"difficulty":155,"examVersion":156},{"title":12,"subtitle":13,"slug":14,"coverImageUrl":15},{"slug":6,"pageSlug":14},{"id":18,"slug":19,"description":20,"questionCount":21,"isActive":9,"datePublicModified":10,"difficulty":158,"examVersion":159},{"title":23,"subtitle":24,"slug":25,"coverImageUrl":26},{"slug":19,"pageSlug":25},{"id":29,"slug":30,"description":31,"questionCount":32,"isActive":9,"datePublicModified":10,"difficulty":161,"examVersion":162},{"title":34,"subtitle":35,"slug":36,"coverImageUrl":37},{"slug":30,"pageSlug":36},{"id":40,"slug":41,"description":42,"questionCount":43,"isActive":9,"datePublicModified":10,"difficulty":164,"examVersion":165},{"title":45,"subtitle":46,"slug":47,"coverImageUrl":37},{"slug":41,"pageSlug":47},{"id":50,"slug":51,"description":52,"questionCount":53,"isActive":9,"datePublicModified":10,"difficulty":167,"examVersion":168},{"title":55,"subtitle":56,"slug":57,"coverImageUrl":37},{"slug":51,"pageSlug":57},{"id":60,"slug":61,"description":62,"questionCount":63,"isActive":9,"datePublicModified":64,"difficulty":170,"examVersion":171},{"title":66,"subtitle":67,"slug":68,"coverImageUrl":37},{"slug":61,"pageSlug":68},{"id":71,"slug":72,"description":73,"questionCount":74,"isActive":9,"datePublicModified":64,"difficulty":173,"examVersion":174},{"title":76,"subtitle":77,"slug":78,"coverImageUrl":37},{"slug":72,"pageSlug":78},{"id":81,"slug":82,"description":83,"questionCount":84,"isActive":9,"datePublicModified":64,"difficulty":176,"examVersion":177},{"title":86,"subtitle":87,"slug":88,"coverImageUrl":37},{"slug":82,"pageSlug":88},{"id":91,"slug":92,"description":93,"questionCount":94,"isActive":9,"datePublicModified":64,"difficulty":179,"examVersion":180},{"title":96,"subtitle":97,"slug":98,"coverImageUrl":99},{"slug":92,"pageSlug":98},{"id":102,"slug":103,"description":104,"questionCount":105,"isActive":9,"datePublicModified":64,"difficulty":182,"examVersion":183},{"title":107,"subtitle":108,"slug":109,"coverImageUrl":37},{"slug":103,"pageSlug":109},{"id":112,"slug":113,"description":114,"questionCount":115,"isActive":9,"datePublicModified":116,"difficulty":185,"examVersion":186},{"title":118,"subtitle":119,"slug":120,"coverImageUrl":37},{"slug":113,"pageSlug":120},{"id":123,"slug":124,"description":125,"questionCount":126,"isActive":9,"datePublicModified":127,"difficulty":188,"examVersion":189},{"title":129,"subtitle":130,"slug":131,"coverImageUrl":132},{"slug":124,"pageSlug":131},{"id":135,"slug":136,"description":137,"questionCount":138,"isActive":9,"datePublicModified":127,"difficulty":191,"examVersion":192},{"title":140,"subtitle":141,"slug":142,"coverImageUrl":143},{"slug":136,"pageSlug":142},{"id":146,"slug":147,"description":148,"questionCount":149,"isActive":9,"datePublicModified":127,"difficulty":194,"examVersion":195},{"title":96,"subtitle":97,"slug":98,"coverImageUrl":99},{"slug":147,"pageSlug":152},[],{"id":29,"slug":30,"description":31,"content":198,"formalQuestionCount":199,"minQuestionCount":5,"maxQuestionCount":199,"formalTimeLimitCount":200,"minTimeLimitCount":112,"maxTimeLimitCount":201,"passingScore":199,"questionCount":32,"isActive":9,"dateCreated":202,"dateModified":203,"datePublicModified":10,"difficulty":204,"examVersion":1034,"tags":1035,"previousExamVersion":152,"newerExamVersion":152},"\u003Cp>The AWS Certified DevOps Engineer - Professional (DOP-C02) certification is designed for individuals with extensive experience in managing AWS environments. It assesses your ability to implement and manage continuous delivery systems and methodologies on AWS. Before attempting this certification, it is recommended to have a solid understanding of modern development and operations processes and methodologies, as well as experience in developing code in at least one high-level programming language and managing automated infrastructures.\u003C\u002Fp>\u003Cp> \u003C\u002Fp>\u003Cp>The exam consists of 75 questions in multiple-choice and multiple-response formats. You have 180 minutes to complete the exam, which can be taken at a Pearson VUE testing center or online with a proctor. The cost of the exam is $300, and it is available in several languages, including English, Japanese, Korean, and Simplified Chinese. To pass, you need a score of 750 out of 1000.\u003C\u002Fp>\u003Cp>This certification focuses on six main areas: automating the software development lifecycle (SDLC), managing infrastructure as code (IaC), creating resilient cloud solutions, monitoring and logging, incident and event response, and ensuring security and compliance. Key AWS services you need to be familiar with include AWS CodeCommit, AWS CodeBuild, AWS CodeDeploy, AWS CloudFormation, Amazon CloudWatch, AWS Lambda, and AWS IAM.\u003C\u002Fp>\u003Cp> \u003C\u002Fp>\u003Cp>Preparing for this certification involves reviewing the official exam guide, which details the domains covered and their respective weightages. Practical experience is crucial, so setting up a lab environment to practice using AWS services is highly recommended. Additionally, enrolling in relevant training courses, such as those offered by experts like Stephane Maarek and Adrian Cantrill, can provide valuable insights and hands-on experience. Practice exams, like those by Jon Bonso, can help you get accustomed to the exam format and identify areas where you need to focus more.\u003C\u002Fp>\u003Cp> \u003C\u002Fp>\u003Cp>Overall, achieving the AWS Certified DevOps Engineer - Professional certification demonstrates your proficiency in managing and automating AWS environments using DevOps principles, making it a valuable credential for advancing your career in cloud computing and DevOps.\u003C\u002Fp>",75,180,200,"2024-08-08T19:15:04.295Z","2026-10-30T00:08:51.000Z",{"id":135,"title":34,"subtitle":35,"rating":205,"slug":36,"guideUrl":206,"categories":207,"services":438},4.5,"https:\u002F\u002Fd1.awsstatic.com\u002Ftraining-and-certification\u002Fdocs-devops-pro\u002FAWS-Certified-DevOps-Engineer-Professional_Exam-Guide.pdf",[208,252,289,326,363,401],{"id":209,"title":210,"subtitle":152,"description":152,"content":152,"coverImageUrl":152,"weight":211,"subcategories":212},64,"SDLC Automation",22,[213,217,221,225],{"id":214,"title":215,"subtitle":152,"description":152,"questions":216},249,"Implement CI\u002FCD pipelines",[],{"id":218,"title":219,"subtitle":152,"description":152,"questions":220},250,"Integrate automated testing into CI\u002FCD pipelines",[],{"id":222,"title":223,"subtitle":152,"description":152,"questions":224},251,"Build and manage artifacts",[],{"id":226,"title":227,"subtitle":152,"description":152,"questions":228},252,"Implement deployment strategies for instance, container, and serverless environments",[229],{"id":230,"subcategoryId":226,"content":231,"hint":232,"type":233,"isPublic":9,"answers":234},43294,"A company uses AWS CodeDeploy to deploy a Lambda function through a production alias with a canary configuration that shifts 10% of traffic for 10 minutes before shifting the remaining traffic. The deployment group monitors a CloudWatch alarm and has automatic rollback enabled when the alarm enters ALARM. The alarm calculates 100 × SUM(Errors) \u002F SUM(Invocations) for the production alias and uses a 5% threshold.\n\nDuring a deployment, the candidate version consistently fails 30% of its invocations, but the previous version has no errors. The alarm reports approximately 3%, remains OK, and allows the deployment to continue. Traffic volume is high enough to provide representative measurements for both versions every minute.\n\nA DevOps engineer must make the deployment stop and roll back when the candidate version's error rate exceeds 5%, without changing the traffic-shifting schedule or treating a candidate error rate below 5% as a failure. Which solution meets these requirements?","Consider whether the numerator and denominator describe the same population of invocations, and whether that population isolates the release being evaluated.","single",[235,240,244,248],{"id":236,"questionId":230,"content":237,"hint":238,"isCorrect":239,"position":152,"matchAnswerId":152},194569,"Replace the percentage alarm with an alarm on the candidate ExecutedVersion's Errors sum. Set the threshold to five errors in one minute and associate the alarm with the deployment group.","An error-count threshold is not equivalent to a 5% error-rate threshold. At high invocation volume, even a candidate with an error rate below 5% can generate more than five errors per minute and cause an unwanted rollback.",false,{"id":241,"questionId":230,"content":242,"hint":243,"isCorrect":239,"position":152,"matchAnswerId":152},194570,"Configure an alarm that divides the candidate ExecutedVersion's Errors sum by the production alias's Invocations sum. Apply the 5% threshold and associate the alarm with the deployment group.","The numerator isolates candidate failures, but the denominator includes invocations of both versions. With the candidate receiving 10% of traffic, the calculated value is still approximately 3%. Both metric series must describe the candidate's invocations.",{"id":245,"questionId":230,"content":246,"hint":247,"isCorrect":239,"position":152,"matchAnswerId":152},194571,"Keep the production-alias metric dimensions, but change the alarm to use a 1-minute period and one breaching datapoint out of one evaluation period. Retain the 5% threshold and the existing rollback configuration.","A shorter evaluation window can reduce detection latency, but it does not remove dilution by successful invocations of the previous version. The production alias still reports approximately 3%, so the alarm does not breach the 5% threshold.",{"id":249,"questionId":230,"content":250,"hint":251,"isCorrect":9,"position":152,"matchAnswerId":152},194572,"For each deployment, configure an alarm using the Errors and Invocations metric series that identify the candidate ExecutedVersion invoked through the production alias. Calculate 100 × SUM(Errors) \u002F SUM(Invocations) for that version, apply the 5% threshold, and associate the alarm with the deployment group before traffic shifting begins.","Version-specific metric series isolate the candidate's actual error rate instead of combining its results with the previous version. Using candidate-version errors and candidate-version invocations produces approximately 30% in this scenario. Associating the alarm with the deployment group allows the existing alarm-triggered automatic rollback configuration to act on the breach.",{"id":253,"title":254,"subtitle":152,"description":152,"content":152,"coverImageUrl":152,"weight":60,"subcategories":255},65,"Configuration Management and IaC",[256,260,264],{"id":257,"title":258,"subtitle":152,"description":152,"questions":259},253,"Define cloud infrastructure and reusable components to provision and manage systems throughout their lifecycle",[],{"id":261,"title":262,"subtitle":152,"description":152,"questions":263},254,"Deploy automation to create, onboard, and secure AWS accounts in a multi-account or multi-Region environment",[],{"id":265,"title":266,"subtitle":152,"description":152,"questions":267},255,"Design and build automated solutions for complex tasks and large-scale environments",[268],{"id":269,"subcategoryId":265,"content":270,"hint":271,"type":233,"isPublic":9,"answers":272},43327,"A company must automate configuration updates for 50,000 independent application environments. An Amazon S3 object contains a 40-MB JSON array that identifies the environments. For each environment, the automation must initiate an infrastructure update, wait for completion, and validate the configuration. Each environment's workflow takes 10–20 minutes and produces at least 2 KB of diagnostic output.\n\nThe solution must support 100 concurrently running environment workflows while enforcing that concurrency limit. It must retain diagnostic output in S3 and continue processing if no more than 1% of the environment workflows fail. The DevOps engineer wants to minimize custom orchestration code.\n\nWhich solution meets these requirements?","Consider the limits for workflow duration, Map concurrency, and execution payload size. The input and accumulated results both need special handling.",[273,277,281,285],{"id":274,"questionId":269,"content":275,"hint":276,"isCorrect":239,"position":152,"matchAnswerId":152},194713,"Create a Standard state machine with a Distributed Map state. Use an S3 ItemReader, run Standard child workflows, and set MaxConcurrency to 100 and ToleratedFailurePercentage to 1. Return all diagnostic output from the Map state and use a subsequent task to write the combined results to S3.","Without ResultWriter or another mechanism to offload results before aggregation, the Map state returns the child workflow results to the parent. Results from 50,000 workflows producing at least 2 KB each exceed the 256-KiB state payload limit. The execution cannot pass that combined output to a subsequent S3-writing task.",{"id":278,"questionId":269,"content":279,"hint":280,"isCorrect":239,"position":152,"matchAnswerId":152},194714,"Create a Standard state machine that retrieves the manifest with an AWS SDK integration and passes its contents to an Inline Map state. Set MaxConcurrency to 100, catch individual iteration failures, and write each iteration's diagnostic output to S3.","Inline Map supports no more than 40 concurrent iterations, so MaxConcurrency cannot be set to 100. Additionally, retrieving the entire 40-MB manifest into the execution state exceeds the 256-KiB payload limit. Writing diagnostic output separately does not resolve these input and concurrency limitations.",{"id":282,"questionId":269,"content":283,"hint":284,"isCorrect":239,"position":152,"matchAnswerId":152},194715,"Create a Standard state machine with a Distributed Map state. Use an S3 ItemReader, run Express child workflows, set MaxConcurrency to 100 and ToleratedFailurePercentage to 1, and configure ResultWriter to export results to S3.","Express child workflows have a maximum execution duration of 5 minutes. They cannot run the required 10–20-minute environment workflows. The input, concurrency, failure-tolerance, and output settings are otherwise appropriate.",{"id":286,"questionId":269,"content":287,"hint":288,"isCorrect":9,"position":152,"matchAnswerId":152},194716,"Create a Standard state machine with a Distributed Map state. Use an S3 ItemReader to read the manifest, run Standard child workflows, set MaxConcurrency to 100 and ToleratedFailurePercentage to 1, and configure ResultWriter to export results to S3.","Distributed Map can read a large dataset directly from S3 without loading the entire manifest into the parent execution's payload. Standard child workflows support the 10–20-minute duration. MaxConcurrency limits concurrent child executions to 100, and ToleratedFailurePercentage allows the Map Run to continue while failures remain within the specified percentage. ResultWriter exports child workflow results to S3 instead of accumulating an oversized result in the parent.",{"id":290,"title":291,"subtitle":152,"description":152,"content":152,"coverImageUrl":152,"weight":102,"subcategories":292},66,"Resilient Cloud Solutions",[293,318,322],{"id":294,"title":295,"subtitle":152,"description":152,"questions":296},256,"Implement highly available solutions to meet resilience and business requirements",[297],{"id":298,"subcategoryId":294,"content":299,"hint":300,"type":233,"isPublic":9,"answers":301},43768,"A company runs a stateless HTTPS service on EC2 instances in two Availability Zones behind one Application Load Balancer (ALB). A listener rule uses a weighted forward action to send 50% of requests to each of two target groups. Each target group contains only the instances in one Availability Zone. Cross-zone load balancing is enabled, and target group stickiness is disabled.\n\nDuring a resilience test, all application processes in one Availability Zone fail. The ALB marks every target in that zone's target group unhealthy, but some new requests continue to fail. The other target group remains healthy and has sufficient capacity to serve the entire workload.\n\nThe company requires new requests to use the remaining healthy targets after health checks detect this type of failure in either zone. During normal operation, both zones must serve traffic. The solution must retain the existing ALB and DNS configuration and must not require incident-time configuration changes or custom failover automation.\n\nWhich change meets these requirements?","Consider whether a weighted listener action chooses among healthy targets globally or first chooses a target group using its configured weight.",[302,306,310,314],{"id":303,"questionId":298,"content":304,"hint":305,"isCorrect":239,"position":152,"matchAnswerId":152},196625,"Keep the weighted forward action and reduce both target groups' health check intervals and unhealthy thresholds so that failed targets are excluded more quickly.","Faster health checks reduce detection time but do not change weighted target group selection. An ALB does not automatically transfer a target group's configured traffic share to another target group when the selected group has no healthy targets.",{"id":307,"questionId":298,"content":308,"hint":309,"isCorrect":9,"position":152,"matchAnswerId":152},196626,"Register the instances from both Availability Zones in one target group, retain cross-zone load balancing, and update the listener rule to forward all requests to that target group.","A single target group gives the ALB one pool of targets across both zones. With cross-zone load balancing enabled, ALB nodes can route new requests to healthy targets in either zone. When one zone's targets become unhealthy, the surviving healthy targets remain eligible without changing listener weights or DNS.",{"id":311,"questionId":298,"content":312,"hint":313,"isCorrect":239,"position":152,"matchAnswerId":152},196627,"Keep the two target groups and their equal weights. Enable target group stickiness on the listener rule so that clients remain associated with a healthy target group.","Target group stickiness preserves a client's target group selection; it does not provide health-based failover between weighted target groups. New clients can still be assigned to the target group with no healthy targets, and existing clients can remain associated with it.",{"id":315,"questionId":298,"content":316,"hint":317,"isCorrect":239,"position":152,"matchAnswerId":152},196628,"Replace the weighted forward action with two ordered listener rules that have identical host and path conditions, placing one target group in each rule.","ALB listener rules are evaluated by priority, not as a health-based fallback chain. The first matching rule handles the request even when its target group has no healthy targets; the ALB does not continue to the next matching rule.",{"id":319,"title":320,"subtitle":152,"description":152,"questions":321},257,"Implement solutions that are scalable to meet business requirements",[],{"id":323,"title":324,"subtitle":152,"description":152,"questions":325},258,"Implement automated recovery processes to meet RTO and RPO requirements",[],{"id":327,"title":328,"subtitle":152,"description":152,"content":152,"coverImageUrl":152,"weight":102,"subcategories":329},67,"Monitoring and Logging",[330,334,338],{"id":331,"title":332,"subtitle":152,"description":152,"questions":333},259,"Configure the collection, aggregation, and storage of logs and metrics",[],{"id":335,"title":336,"subtitle":152,"description":152,"questions":337},260,"Audit, monitor, and analyze logs and metrics to detect issues",[],{"id":339,"title":340,"subtitle":152,"description":152,"questions":341},261,"Automate monitoring and event management of complex environments",[342],{"id":343,"subcategoryId":339,"content":344,"hint":345,"type":233,"isPublic":9,"answers":346},43467,"A company must notify its security team whenever an assumed-role session successfully calls StopLogging or DeleteTrail in an AWS account, except when the session belongs to the approved TrailMaintenance role. Failed API calls must not generate notifications. All relevant calls use assumed-role credentials, and failed calls include an errorCode field in their CloudTrail events.\n\nA trail is already logging all write management events. An Amazon SNS topic has confirmed email subscriptions and a resource policy that permits EventBridge to publish notifications. The approved role ARN is arn:aws:iam::123456789012:role\u002FTrailMaintenance.\n\nA DevOps engineer will create an EventBridge rule on the default event bus and configure the SNS topic as its target. Which event pattern meets the requirements?","Distinguish the ARN of an assumed-role session from the ARN of the role that issued the session. Also consider how successful API calls are represented in CloudTrail events.",[347,351,355,359],{"id":348,"questionId":343,"content":349,"hint":350,"isCorrect":239,"position":152,"matchAnswerId":152},195316,"Use this event pattern:\n{\"source\":[\"aws.cloudtrail\"],\"detail-type\":[\"AWS API Call via CloudTrail\"],\"detail\":{\"eventSource\":[\"cloudtrail.amazonaws.com\"],\"eventName\":[\"StopLogging\",\"DeleteTrail\"],\"readOnly\":[false],\"userIdentity\":{\"sessionContext\":{\"sessionIssuer\":{\"arn\":[{\"anything-but\":\"arn:aws:iam::123456789012:role\u002FTrailMaintenance\"}]}}}}}","The readOnly field classifies an operation as read-only or write; it does not indicate whether the operation succeeded. Failed write calls can also have readOnly set to false. Without the errorCode absence condition, this pattern can notify the team about failed calls.",{"id":352,"questionId":343,"content":353,"hint":354,"isCorrect":239,"position":152,"matchAnswerId":152},195317,"Use this event pattern:\n{\"source\":[\"aws.cloudtrail\"],\"detail-type\":[\"AWS API Call via CloudTrail\"],\"detail\":{\"eventSource\":[\"cloudtrail.amazonaws.com\"],\"eventName\":[\"StopLogging\",\"DeleteTrail\"],\"errorCode\":[{\"exists\":true}],\"userIdentity\":{\"sessionContext\":{\"sessionIssuer\":{\"arn\":[{\"anything-but\":\"arn:aws:iam::123456789012:role\u002FTrailMaintenance\"}]}}}}}","The role exclusion is correct, but requiring errorCode to exist selects failed API calls. Successful calls do not contain that field, so this pattern reverses the required success filter.",{"id":356,"questionId":343,"content":357,"hint":358,"isCorrect":239,"position":152,"matchAnswerId":152},195318,"Use this event pattern:\n{\"source\":[\"aws.cloudtrail\"],\"detail-type\":[\"AWS API Call via CloudTrail\"],\"detail\":{\"eventSource\":[\"cloudtrail.amazonaws.com\"],\"eventName\":[\"StopLogging\",\"DeleteTrail\"],\"errorCode\":[{\"exists\":false}],\"userIdentity\":{\"arn\":[{\"anything-but\":\"arn:aws:iam::123456789012:role\u002FTrailMaintenance\"}]}}}","For assumed-role calls, userIdentity.arn is an STS assumed-role session ARN, not the IAM role ARN. Even TrailMaintenance sessions have an ARN different from the excluded value, so their successful calls would incorrectly generate notifications.",{"id":360,"questionId":343,"content":361,"hint":362,"isCorrect":9,"position":152,"matchAnswerId":152},195319,"Use this event pattern:\n{\"source\":[\"aws.cloudtrail\"],\"detail-type\":[\"AWS API Call via CloudTrail\"],\"detail\":{\"eventSource\":[\"cloudtrail.amazonaws.com\"],\"eventName\":[\"StopLogging\",\"DeleteTrail\"],\"errorCode\":[{\"exists\":false}],\"userIdentity\":{\"sessionContext\":{\"sessionIssuer\":{\"arn\":[{\"anything-but\":\"arn:aws:iam::123456789012:role\u002FTrailMaintenance\"}]}}}}}","The pattern matches either specified API operation and requires errorCode to be absent, selecting successful calls. For assumed-role credentials, sessionContext.sessionIssuer.arn identifies the underlying IAM role. The anything-but comparison therefore excludes every session issued by TrailMaintenance. Matching events are routed to the SNS topic.",{"id":364,"title":365,"subtitle":152,"description":152,"content":152,"coverImageUrl":152,"weight":366,"subcategories":367},68,"Incident and Event Response",14,[368,372,376],{"id":369,"title":370,"subtitle":152,"description":152,"questions":371},262,"Manage event sources to process, notify, and take action in response to events",[],{"id":373,"title":374,"subtitle":152,"description":152,"questions":375},263,"Implement configuration changes in response to events",[],{"id":377,"title":378,"subtitle":152,"description":152,"questions":379},264,"Troubleshoot system and application failures",[380],{"id":381,"subcategoryId":377,"content":382,"hint":383,"type":233,"isPublic":9,"answers":384},44223,"A company runs an Amazon ECS service on EC2 instances supplied by an Auto Scaling group capacity provider. Managed scaling is enabled with a target capacity of 100%. The service uses only this capacity provider. The Auto Scaling group has a desired capacity of 4 and a maximum capacity of 20. Its mixed instances policy allows m5.large instances (2 vCPUs, 8 GiB of memory) and m5.2xlarge instances (8 vCPUs, 32 GiB of memory), without instance weights.\n\nEach task requires 4 vCPUs and 16 GiB of memory. The four existing instances are m5.2xlarge instances and have no remaining capacity for additional tasks. After the service's desired count increases, additional tasks remain in PROVISIONING. The capacity provider's CapacityProviderReservation metric remains at its target, and no scale-out activity occurs. Subnet addresses, service quotas, and instance availability are not limiting factors.\n\nThe task resource requirements cannot be reduced. A DevOps engineer must correct the configuration so that managed scaling automatically provisions capacity for these tasks.\n\nWhich change meets this requirement?","Consider how a capacity provider evaluates task compatibility when its Auto Scaling group allows more than one instance type.",[385,389,393,397],{"id":386,"questionId":381,"content":387,"hint":388,"isCorrect":9,"position":152,"matchAnswerId":152},198623,"Remove m5.large from the Auto Scaling group's allowed instance types, and ensure that every remaining allowed instance type can accommodate at least one task.","ECS managed scaling checks whether provisioning tasks can fit on the smallest instance type allowed by the Auto Scaling group. Tasks that cannot fit are excluded from the scale-out calculation and can remain in PROVISIONING without triggering scaling. The m5.large cannot accommodate this task. Allowing only compatible instance types removes this constraint so that managed scaling can provision the required capacity.",{"id":390,"questionId":381,"content":391,"hint":392,"isCorrect":239,"position":152,"matchAnswerId":152},198624,"Retain both instance types, but configure the mixed instances policy to prioritize m5.2xlarge instances when launching On-Demand capacity.","Launch priority influences which instance type the Auto Scaling group selects after a capacity increase is requested. It does not change the capacity provider's compatibility check against the smallest allowed instance type. Retaining m5.large leaves the tasks excluded from the managed scaling calculation.",{"id":394,"questionId":381,"content":395,"hint":396,"isCorrect":239,"position":152,"matchAnswerId":152},198625,"Configure the ECS service to use a binpack placement strategy based on memory while retaining the current capacity provider and allowed instance types.","Binpack changes how ECS places tasks onto eligible instances with available resources. The existing instances have no capacity for another task, and changing placement strategy does not remove the smallest-instance compatibility constraint that prevents managed scale-out.",{"id":398,"questionId":381,"content":399,"hint":400,"isCorrect":239,"position":152,"matchAnswerId":152},198626,"Increase the Auto Scaling group's maximum capacity from 20 to 40 while retaining its current desired capacity and allowed instance types.","The group is already below its maximum capacity. Raising the maximum does not cause ECS to include incompatible tasks in its scaling calculation and does not generate a scale-out request.",{"id":402,"title":403,"subtitle":152,"description":152,"content":152,"coverImageUrl":152,"weight":60,"subcategories":404},69,"Security and Compliance",[405,409,434],{"id":406,"title":407,"subtitle":152,"description":152,"questions":408},265,"Implement techniques for identity and access management at scale",[],{"id":410,"title":411,"subtitle":152,"description":152,"questions":412},266,"Apply automation for security controls and data protection",[413],{"id":414,"subcategoryId":410,"content":415,"hint":416,"type":233,"isPublic":9,"answers":417},44027,"A company runs thousands of short-duration data-processing workers on Amazon EC2. The workers authenticate to an internal service by using mutual TLS. An existing workload controller generates certificate signing requests and can install replacement certificates without restarting the workers.\n\nA new security standard requires worker certificates to be valid for 12 hours and replaced every 6 hours. The issuing service must reject any request for a worker certificate with a validity period longer than 7 days, even if a defect in the controller requests a longer period. Issuance roles cannot change the issuing CA's configuration. The company wants a managed CA and does not require revocation because the service's security design relies on short certificate lifetimes.\n\nWhich solution meets these requirements?","Distinguish a CA-enforced validity limit from a rotation schedule. Also consider whether managed renewal supports the required certificate lifetime and CA operating mode.",[418,422,426,430],{"id":419,"questionId":414,"content":420,"hint":421,"isCorrect":239,"position":152,"matchAnswerId":152},197750,"Create an AWS Private CA in short-lived certificate mode. Request worker certificates through AWS Certificate Manager (ACM), and configure ACM managed renewal to renew and export each certificate every 6 hours.","ACM does not support requesting certificates from a private CA operating in short-lived certificate mode. ACM managed renewal also does not provide a configurable 6-hour renewal schedule for 12-hour certificates.",{"id":423,"questionId":414,"content":424,"hint":425,"isCorrect":9,"position":152,"matchAnswerId":152},197751,"Create an AWS Private CA in short-lived certificate mode. Configure the controller to call IssueCertificate with a 12-hour validity period, retrieve the issued certificate, and install a replacement every 6 hours. Monitor issuance and installation failures.","Short-lived certificate mode enforces a maximum issued-certificate validity of 7 days. Direct AWS Private CA API issuance supports the required 12-hour certificates, while the existing controller can automate replacement every 6 hours. Monitoring the workflow is important because certificates issued directly through the private CA API do not receive ACM managed renewal.",{"id":427,"questionId":414,"content":428,"hint":429,"isCorrect":239,"position":152,"matchAnswerId":152},197752,"Create an AWS Private CA in general-purpose mode. Use AWS Certificate Manager (ACM) to request and export private certificates, and configure the controller to replace them every 6 hours and delete the previous certificates from ACM.","Replacing a certificate every 6 hours does not make its validity period 12 hours. ACM deletion also does not invalidate previously exported certificates. This configuration neither provides the required certificate lifetime nor makes the issuing CA reject requests for validity periods longer than 7 days.",{"id":431,"questionId":414,"content":432,"hint":433,"isCorrect":239,"position":152,"matchAnswerId":152},197753,"Create an AWS Private CA in general-purpose mode. Configure the controller to call IssueCertificate with a 12-hour validity period every 6 hours. Restrict its IAM permissions to an end-entity certificate template.","This produces the intended certificates when the controller works correctly, but it does not enforce the required maximum validity independently of the controller. General-purpose mode permits longer-lived certificates, and restricting issuance to an end-entity template does not impose a 7-day validity limit.",{"id":435,"title":436,"subtitle":152,"description":152,"questions":437},267,"Implement security monitoring and auditing solutions",[],[439,444,449,454,460,465,471,476,482,488,494,500,506,512,518,524,530,536,542,548,554,560,566,572,577,582,588,594,600,606,612,618,624,630,636,642,648,654,660,666,672,678,684,690,696,702,708,714,720,726,732,738,744,750,756,762,768,774,780,786,792,798,804,810,816,822,828,834,840,846,852,858,864,870,876,882,888,894,900,906,912,918,924,930,936,942,948,954,960,966,971,977,982,988,994,1000,1006,1012,1017,1022,1028],{"id":5,"title":440,"description":441,"slug":442,"coverImageUrl":443},"Amazon Athena","Amazon Athena is a query service for analyzing data in Amazon S3 using SQL, allowing direct data analysis in S3 without loading it into databases or warehouses.","amazon-athena","\u002Fimages\u002Fprovider-services\u002Famazon-athena\u002Fcovers\u002FArch_Amazon-Athena_64.png",{"id":123,"title":445,"description":446,"slug":447,"coverImageUrl":448},"Amazon EMR","Amazon EMR is a managed AWS service for large-scale data processing with frameworks like Hadoop and Spark, offering petabyte-scale analytics on a scalable infrastructure at a lower cost than owning Hadoop clusters.","amazon-emr","\u002Fimages\u002Fprovider-services\u002Famazon-emr\u002Fcovers\u002FArch_Amazon-EMR_64.png",{"id":50,"title":450,"description":451,"slug":452,"coverImageUrl":453},"Amazon OpenSearch Service","Amazon OpenSearch Service is a scalable and fully managed search and analytics service powered by the open source Elasticsearch and OpenSearch engines, designed for real-time application monitoring, log analytics, and search functionality.","amazon-opensearch-service","\u002Fimages\u002Fprovider-services\u002Famazon-opensearch-service\u002Fcovers\u002FArch_Amazon-OpenSearch-Service_64.png",{"id":455,"title":456,"description":457,"slug":458,"coverImageUrl":459},12,"Amazon Redshift","Amazon Redshift is a fully managed, petabyte-scale data warehouse service in the cloud from Amazon Web Services (AWS), designed for large scale data set storage and analysis.","amazon-redshift","\u002Fimages\u002Fprovider-services\u002Famazon-redshift\u002Fcovers\u002FArch_Amazon-Redshift_64.png",{"id":91,"title":461,"description":462,"slug":463,"coverImageUrl":464},"Amazon QuickSight","Amazon Quick Sight delivers AI-powered business intelligence capabilities within Amazon Quick, turning enterprise data into insights and connecting dashboard exploration with research and automation.","amazon-quicksight","\u002Fimages\u002Fprovider-services\u002Famazon-quicksight\u002Fcovers\u002FArch_Amazon-QuickSight_64.png",{"id":466,"title":467,"description":468,"slug":469,"coverImageUrl":470},18,"Amazon AppFlow","Amazon AppFlow is a fully managed integration service that enables users to securely transfer data between Software as a Service (SaaS) applications like Salesforce, ServiceNow, and AWS services, and Amazon S3, facilitating automated workflows and data synchronization.","amazon-appflow","\u002Fimages\u002Fprovider-services\u002Famazon-appflow\u002Fcovers\u002FArch_Amazon-AppFlow_64.png",{"id":81,"title":472,"description":473,"slug":474,"coverImageUrl":475},"Amazon EventBridge","Amazon EventBridge is a serverless event bus service provided by AWS that enables applications to communicate with each other using events, facilitating the building of event-driven architectures.","amazon-eventbridge","\u002Fimages\u002Fprovider-services\u002Famazon-eventbridge\u002Fcovers\u002FArch_Amazon-EventBridge_64.png",{"id":477,"title":478,"description":479,"slug":480,"coverImageUrl":481},23,"Amazon Simple Notification Service (Amazon SNS)","Amazon Simple Notification Service (Amazon SNS) is a fully managed messaging service for both application-to-application (A2A) and application-to-person (A2P) communication, enabling the delivery of messages or notifications to subscribers or other applications.","amazon-simple-notification-service-(amazon-sns)","\u002Fimages\u002Fprovider-services\u002Famazon-simple-notification-service-(amazon-sns)\u002Fcovers\u002FArch_Amazon-Simple-Notification-Service_64.png",{"id":483,"title":484,"description":485,"slug":486,"coverImageUrl":487},24,"Amazon Simple Queue Service (Amazon SQS)","Amazon Simple Queue Service (Amazon SQS) is a scalable, fully managed message queuing service that enables the decoupling and scaling of microservices, distributed systems, and serverless applications.","amazon-simple-queue-service-(amazon-sqs)","\u002Fimages\u002Fprovider-services\u002Famazon-simple-queue-service-(amazon-sqs)\u002Fcovers\u002FArch_Amazon-Simple-Queue-Service_64.png",{"id":489,"title":490,"description":491,"slug":492,"coverImageUrl":493},25,"AWS Step Functions","AWS Step Functions is a cloud service from Amazon Web Services that enables developers to coordinate multiple AWS services into serverless workflows, allowing the creation and execution of complex business processes and applications through visual workflows.","aws-step-functions","\u002Fimages\u002Fprovider-services\u002Faws-step-functions\u002Fcovers\u002FArch_AWS-Step-Functions_64.png",{"id":495,"title":496,"description":497,"slug":498,"coverImageUrl":499},34,"Amazon EC2","Amazon EC2 (Elastic Compute Cloud) is a web service that provides resizable compute capacity in the cloud, allowing users to run and manage virtual servers.","amazon-ec2","\u002Fimages\u002Fprovider-services\u002Famazon-ec2\u002Fcovers\u002FArch_Amazon-EC2_64.png",{"id":501,"title":502,"description":503,"slug":504,"coverImageUrl":505},36,"Amazon EC2 Auto Scaling","Amazon EC2 Auto Scaling is a service that automatically adjusts the number of Amazon EC2 instances in your deployment to maintain performance and minimize costs based on defined conditions such as traffic or resource utilization.","amazon-ec2-auto-scaling","\u002Fimages\u002Fprovider-services\u002Famazon-ec2-auto-scaling\u002Fcovers\u002FArch_Amazon-EC2-Auto-Scaling_64.png",{"id":507,"title":508,"description":509,"slug":510,"coverImageUrl":511},37,"AWS Elastic Beanstalk","AWS Elastic Beanstalk is a cloud deployment service that automates the process of deploying applications in the AWS cloud, allowing developers to upload their code and have the service automatically handle the deployment details such as resource provisioning, load balancing, auto-scaling, and monitoring.","aws-elastic-beanstalk","\u002Fimages\u002Fprovider-services\u002Faws-elastic-beanstalk\u002Fcovers\u002FArch_AWS-Elastic-Beanstalk_64.png",{"id":513,"title":514,"description":515,"slug":516,"coverImageUrl":517},39,"AWS Serverless Application Repository","The AWS Serverless Application Repository is a managed repository for serverless applications and components, allowing developers to discover, deploy, and publish serverless applications and components on AWS.","aws-serverless-application-repository","\u002Fimages\u002Fprovider-services\u002Faws-serverless-application-repository\u002Fcovers\u002FArch_AWS-Serverless-Application-Repository_64.png",{"id":519,"title":520,"description":521,"slug":522,"coverImageUrl":523},47,"Amazon EKS Distro","Amazon EKS Distro is an open-source Kubernetes distribution provided by Amazon Web Services (AWS) that enables users to create reliable and secure Kubernetes clusters on-premises or in the cloud, compatible with Amazon EKS.","amazon-eks-distro","\u002Fimages\u002Fprovider-services\u002Famazon-eks-distro\u002Fcovers\u002FArch_Amazon-EKS-Distro_64.png",{"id":525,"title":526,"description":527,"slug":528,"coverImageUrl":529},48,"Amazon Elastic Container Registry (Amazon ECR)","Amazon Elastic Container Registry (Amazon ECR) is a fully managed Docker container registry that makes it easy for developers to store, manage, and deploy Docker container images.","amazon-elastic-container-registry-(amazon-ecr)","\u002Fimages\u002Fprovider-services\u002Famazon-elastic-container-registry-(amazon-ecr)\u002Fcovers\u002FArch_Amazon-Elastic-Container-Registry_64.png",{"id":531,"title":532,"description":533,"slug":534,"coverImageUrl":535},54,"Amazon Elastic Container Service (Amazon ECS)","Amazon Elastic Container Service (Amazon ECS) is a fully managed container orchestration service that allows you to run and scale containerized applications on AWS.","amazon-elastic-container-service-(amazon-ecs)","\u002Fimages\u002Fprovider-services\u002Famazon-elastic-container-service-(amazon-ecs)\u002Fcovers\u002FArch_Amazon-Elastic-Container-Service_64.png",{"id":537,"title":538,"description":539,"slug":540,"coverImageUrl":541},55,"Amazon Elastic Kubernetes Service (Amazon EKS)","Amazon Elastic Kubernetes Service (Amazon EKS) is a managed service that makes it easy to deploy, manage, and scale containerized applications using Kubernetes on AWS.","amazon-elastic-kubernetes-service-(amazon-eks)","\u002Fimages\u002Fprovider-services\u002Famazon-elastic-kubernetes-service-(amazon-eks)\u002Fcovers\u002FArch_Amazon-Elastic-Kubernetes-Service_64.png",{"id":543,"title":544,"description":545,"slug":546,"coverImageUrl":547},56,"Amazon Aurora","Amazon Aurora is a fully managed relational database service by Amazon Web Services (AWS) that is designed to be compatible with MySQL and PostgreSQL while offering the performance and availability of commercial databases with improved scalability, durability, and security.","amazon-aurora","\u002Fimages\u002Fprovider-services\u002Famazon-aurora\u002Fcovers\u002FArch_Amazon-Aurora_64.png",{"id":549,"title":550,"description":551,"slug":552,"coverImageUrl":553},57,"Amazon Aurora Serverless","Amazon Aurora Serverless is an on-demand, auto-scaling configuration for the Amazon Aurora database that automatically adjusts computing resources based on application demand, optimizing both performance and cost.","amazon-aurora-serverless","\u002Fimages\u002Fprovider-services\u002Famazon-aurora-serverless\u002Fcovers\u002FArch_Amazon-Aurora_64.png",{"id":555,"title":556,"description":557,"slug":558,"coverImageUrl":559},59,"Amazon DocumentDB (with MongoDB compatibility)","Amazon DocumentDB (with MongoDB compatibility) is a fully managed, scalable, and highly available document database service designed to be compatible with MongoDB workloads, allowing you to use MongoDB tools and drivers for managing and querying your data.","amazon-documentdb-(with-mongodb-compatibility)","\u002Fimages\u002Fprovider-services\u002Famazon-documentdb-(with-mongodb-compatibility)\u002Fcovers\u002FArch_Amazon-DocumentDB_64.png",{"id":561,"title":562,"description":563,"slug":564,"coverImageUrl":565},60,"Amazon DynamoDB","Amazon DynamoDB is a fully managed NoSQL database service provided by Amazon Web Services (AWS) that offers fast and predictable performance with seamless scalability for applications that need consistent, single-digit millisecond latency at any scale.","amazon-dynamodb","\u002Fimages\u002Fprovider-services\u002Famazon-dynamodb\u002Fcovers\u002FArch_Amazon-DynamoDB_64.png",{"id":567,"title":568,"description":569,"slug":570,"coverImageUrl":571},61,"Amazon ElastiCache","Amazon ElastiCache is a fully managed in-memory caching service that helps improve the performance of web applications by allowing you to retrieve information from fast, managed, in-memory caches, instead of relying solely on slower disk-based databases.","amazon-elasticache","\u002Fimages\u002Fprovider-services\u002Famazon-elasticache\u002Fcovers\u002FArch_Amazon-ElastiCache_64.png",{"id":253,"title":573,"description":574,"slug":575,"coverImageUrl":576},"Amazon RDS","Amazon RDS (Relational Database Service) is a managed service provided by Amazon Web Services (AWS) that makes it easier to set up, operate, and scale a relational database in the cloud by handling routine database tasks such as provisioning, patching, backup, recovery, and scaling.","amazon-rds","\u002Fimages\u002Fprovider-services\u002Famazon-rds\u002Fcovers\u002FArch_Amazon-RDS_64.png",{"id":327,"title":578,"description":579,"slug":580,"coverImageUrl":581},"AWS X-Ray","AWS X-Ray is a service provided by Amazon Web Services that allows developers to analyze and debug production, distributed applications, such as those built using a microservices architecture, by providing insights into how applications and their underlying services are performing to identify and troubleshoot the root cause of performance issues and errors.","aws-x-ray","\u002Fimages\u002Fprovider-services\u002Faws-x-ray\u002Fcovers\u002FArch_AWS-X-Ray_64.png",{"id":583,"title":584,"description":585,"slug":586,"coverImageUrl":587},73,"Amazon API Gateway","Amazon API Gateway is a fully managed service that makes it easy for developers to create, publish, maintain, monitor, and secure APIs at any scale, providing a way to facilitate communication between software applications through web services.","amazon-api-gateway","\u002Fimages\u002Fprovider-services\u002Famazon-api-gateway\u002Fcovers\u002FArch_Amazon-API-Gateway_64.png",{"id":589,"title":590,"description":591,"slug":592,"coverImageUrl":593},88,"AWS Auto Scaling","AWS Auto Scaling is a service provided by Amazon Web Services that automatically adjusts the number of computing resources in response to demand, ensuring that your application maintains consistent performance at the lowest possible cost.","aws-auto-scaling","\u002Fimages\u002Fprovider-services\u002Faws-auto-scaling\u002Fcovers\u002FArch_AWS-Auto-Scaling_64.png",{"id":595,"title":596,"description":597,"slug":598,"coverImageUrl":599},92,"AWS CloudFormation","AWS CloudFormation is a service that enables users to model, provision, and manage AWS and third-party application resources in a safe, repeatable, and efficient manner using templates.","aws-cloudformation","\u002Fimages\u002Fprovider-services\u002Faws-cloudformation\u002Fcovers\u002FArch_AWS-CloudFormation_64.png",{"id":601,"title":602,"description":603,"slug":604,"coverImageUrl":605},93,"AWS CloudTrail","AWS CloudTrail is a service that provides a comprehensive log of user activity and API usage across the AWS infrastructure, enabling security monitoring, compliance auditing, and operational troubleshooting.","aws-cloudtrail","\u002Fimages\u002Fprovider-services\u002Faws-cloudtrail\u002Fcovers\u002FArch_AWS-CloudTrail_64.png",{"id":607,"title":608,"description":609,"slug":610,"coverImageUrl":611},95,"Amazon CloudWatch","Amazon CloudWatch is a monitoring and observability service offered by Amazon Web Services (AWS) that provides data and actionable insights to monitor applications, respond to system-wide performance changes, optimize resource utilization, and get a unified view of operational health.","amazon-cloudwatch","\u002Fimages\u002Fprovider-services\u002Famazon-cloudwatch\u002Fcovers\u002FArch_Amazon-CloudWatch_64.png",{"id":613,"title":614,"description":615,"slug":616,"coverImageUrl":617},96,"AWS Command Line Interface (AWS CLI)","The AWS Command Line Interface (AWS CLI) is a unified tool that allows you to manage and automate AWS services directly from the terminal or command prompt.","aws-command-line-interface-(aws-cli)","\u002Fimages\u002Fprovider-services\u002Faws-command-line-interface-(aws-cli)\u002Fcovers\u002FArch_AWS-Command-Line-Interface_64.png",{"id":619,"title":620,"description":621,"slug":622,"coverImageUrl":623},97,"AWS Compute Optimizer","AWS Compute Optimizer is a service that provides recommendations to optimize Amazon Web Services compute resources for performance and cost by analyzing historical utilization metrics.","aws-compute-optimizer","\u002Fimages\u002Fprovider-services\u002Faws-compute-optimizer\u002Fcovers\u002FArch_AWS-Compute-Optimizer_64.png",{"id":625,"title":626,"description":627,"slug":628,"coverImageUrl":629},98,"AWS Config","AWS Config is a service that enables you to assess, audit, and evaluate the configurations of your AWS resources, providing a detailed view of their compliance with the configurations specified by your internal guidelines and regulatory standards.","aws-config","\u002Fimages\u002Fprovider-services\u002Faws-config\u002Fcovers\u002FArch_AWS-Config_64.png",{"id":631,"title":632,"description":633,"slug":634,"coverImageUrl":635},99,"AWS Control Tower","AWS Control Tower is a cloud service that automatically sets up and governs a secure, multi-account AWS environment based on best practices established through AWS’s experience working with thousands of enterprises.","aws-control-tower","\u002Fimages\u002Fprovider-services\u002Faws-control-tower\u002Fcovers\u002FArch_AWS-Control-Tower_64.png",{"id":637,"title":638,"description":639,"slug":640,"coverImageUrl":641},100,"AWS Health Dashboard","The AWS Health Dashboard is a service provided by Amazon Web Services that shows the current status of AWS services and alerts to any operational issues or scheduled maintenance events affecting the user's resources.","aws-health-dashboard","\u002Fimages\u002Fprovider-services\u002Faws-health-dashboard\u002Fcovers\u002FArch_AWS-Health-Dashboard_64.png",{"id":643,"title":644,"description":645,"slug":646,"coverImageUrl":647},101,"AWS License Manager","AWS License Manager is a service that helps users manage software licenses from various vendors across AWS and on-premises environments, enabling them to enforce license rules and avoid compliance risks.","aws-license-manager","\u002Fimages\u002Fprovider-services\u002Faws-license-manager\u002Fcovers\u002FArch_AWS-License-Manager_64.png",{"id":649,"title":650,"description":651,"slug":652,"coverImageUrl":653},102,"Amazon Managed Grafana","Amazon Managed Grafana is a fully managed service by AWS that provides scalable, secure, and easily deployable visualizations for real-time analytics, operational dashboards, and monitoring across various data sources.","amazon-managed-grafana","\u002Fimages\u002Fprovider-services\u002Famazon-managed-grafana\u002Fcovers\u002FArch_Amazon-Managed-Grafana_64.png",{"id":655,"title":656,"description":657,"slug":658,"coverImageUrl":659},106,"Amazon Managed Service for Prometheus","Amazon Managed Service for Prometheus is a fully managed Prometheus-compatible monitoring service that makes it easy to monitor containerized applications at scale on AWS.","amazon-managed-service-for-prometheus","\u002Fimages\u002Fprovider-services\u002Famazon-managed-service-for-prometheus\u002Fcovers\u002FArch_Amazon-Managed-Service-for-Prometheus_64.png",{"id":661,"title":662,"description":663,"slug":664,"coverImageUrl":665},108,"AWS Organizations","AWS Organizations is a cloud service from Amazon Web Services that allows you to centrally manage and govern your environment as you scale your AWS resources across multiple accounts.","aws-organizations","\u002Fimages\u002Fprovider-services\u002Faws-organizations\u002Fcovers\u002FArch_AWS-Organizations_64.png",{"id":667,"title":668,"description":669,"slug":670,"coverImageUrl":671},109,"AWS Proton","AWS Proton is a fully managed application delivery service from Amazon Web Services designed to automate and manage the provisioning, deployment, and monitoring of serverless and container-based applications, facilitating the adoption of microservices architecture with less effort. AWS Proton is in sunset; support ended on October 7, 2026.","aws-proton","\u002Fimages\u002Fprovider-services\u002Faws-proton\u002Fcovers\u002FArch_AWS-Proton_64.png",{"id":673,"title":674,"description":675,"slug":676,"coverImageUrl":677},110,"AWS Service Catalog","AWS Service Catalog allows organizations to create and manage catalogs of IT services that are approved for use on AWS, enabling users to easily find and deploy the cloud resources they need.","aws-service-catalog","\u002Fimages\u002Fprovider-services\u002Faws-service-catalog\u002Fcovers\u002FArch_AWS-Service-Catalog_64.png",{"id":679,"title":680,"description":681,"slug":682,"coverImageUrl":683},112,"AWS Systems Manager","AWS Systems Manager is a management service that provides visibility and control over your AWS resources, enabling you to automate operational tasks, gather system inventory, apply OS patches, automate the creation of Amazon Machine Images, and configure your operating systems and applications.","aws-systems-manager","\u002Fimages\u002Fprovider-services\u002Faws-systems-manager\u002Fcovers\u002FArch_AWS-Systems-Manager_64.png",{"id":685,"title":686,"description":687,"slug":688,"coverImageUrl":689},113,"AWS Trusted Advisor","AWS Trusted Advisor is an online tool that helps users optimize their Amazon Web Services (AWS) infrastructure for cost, performance, security, and fault tolerance by evaluating their environment and offering recommendations based on best practices.","aws-trusted-advisor","\u002Fimages\u002Fprovider-services\u002Faws-trusted-advisor\u002Fcovers\u002FArch_AWS-Trusted-Advisor_64.png",{"id":691,"title":692,"description":693,"slug":694,"coverImageUrl":695},122,"AWS Database Migration Service (AWS DMS)","AWS Database Migration Service (AWS DMS) is a managed migration and replication service for moving databases and analytics workloads to AWS with minimal downtime. Either the source or target must reside in Amazon RDS or on Amazon EC2; replication between two on-premises databases is not supported.","aws-database-migration-service-(aws-dms)","\u002Fimages\u002Fprovider-services\u002Faws-database-migration-service-(aws-dms)\u002Fcovers\u002FArch_AWS-DataSync_64.png",{"id":697,"title":698,"description":699,"slug":700,"coverImageUrl":701},127,"AWS Client VPN","AWS Client VPN is a managed client-based VPN service that enables secure access to AWS resources and on-premises networks from any location.","aws-client-vpn","\u002Fimages\u002Fprovider-services\u002Faws-client-vpn\u002Fcovers\u002FArch_AWS-Client-VPN_64.png",{"id":703,"title":704,"description":705,"slug":706,"coverImageUrl":707},128,"Amazon CloudFront","Amazon CloudFront is a fast content delivery network (CDN) service that securely delivers data, videos, applications, and APIs to customers globally with low latency, high transfer speeds, all within a developer-friendly environment.","amazon-cloudfront","\u002Fimages\u002Fprovider-services\u002Famazon-cloudfront\u002Fcovers\u002FArch_Amazon-CloudFront_64.png",{"id":709,"title":710,"description":711,"slug":712,"coverImageUrl":713},130,"Elastic Load Balancing (ELB)","Elastic Load Balancing (ELB) is a service provided by Amazon Web Services (AWS) that automatically distributes incoming application traffic across multiple targets, such as EC2 instances, containers, and IP addresses, to ensure fault tolerance and scalability.","elastic-load-balancing-(elb)","\u002Fimages\u002Fprovider-services\u002Felastic-load-balancing-(elb)\u002Fcovers\u002FArch_Elastic-Load-Balancing_64.png",{"id":715,"title":716,"description":717,"slug":718,"coverImageUrl":719},132,"AWS PrivateLink","AWS PrivateLink is a networking service that allows AWS customers to securely access services across the Amazon Web Services (AWS) network in a private manner, without using public IPs or requiring the traffic to traverse the public internet.","aws-privatelink","\u002Fimages\u002Fprovider-services\u002Faws-privatelink\u002Fcovers\u002FArch_AWS-PrivateLink_64.png",{"id":721,"title":722,"description":723,"slug":724,"coverImageUrl":725},133,"Amazon Route 53","Amazon Route 53 is a scalable cloud Domain Name System (DNS) web service designed to give developers and businesses a reliable way to route end users to Internet applications by translating names like www.example.com into the numeric IP addresses like 192.0.2.1 that computers use to connect to each other.","amazon-route-53","\u002Fimages\u002Fprovider-services\u002Famazon-route-53\u002Fcovers\u002FArch_Amazon-Route-53_64.png",{"id":727,"title":728,"description":729,"slug":730,"coverImageUrl":731},134,"AWS Site-to-Site VPN","AWS Site-to-Site VPN is a service that allows you to establish a secure and private connection between your on-premises network and your Amazon Virtual Private Cloud (VPC), enabling secure data transfer and remote access to your AWS resources.","aws-site-to-site-vpn","\u002Fimages\u002Fprovider-services\u002Faws-site-to-site-vpn\u002Fcovers\u002FArch_AWS-Site-to-Site-VPN_64.png",{"id":733,"title":734,"description":735,"slug":736,"coverImageUrl":737},135,"AWS Transit Gateway","AWS Transit Gateway is a service that enables customers to connect their Amazon Virtual Private Clouds (VPCs) and their on-premises networks to a single gateway, simplifying their network architecture and enabling scalable, efficient routing among thousands of VPCs, AWS accounts, and on-premises environments.","aws-transit-gateway","\u002Fimages\u002Fprovider-services\u002Faws-transit-gateway\u002Fcovers\u002FArch_AWS-Transit-Gateway_64.png",{"id":739,"title":740,"description":741,"slug":742,"coverImageUrl":743},136,"Amazon VPC","Amazon VPC (Virtual Private Cloud) is a service that allows users to launch AWS resources in a logically isolated virtual network that they can define and control, including IP address ranges, subnets, route tables, and gateways.","amazon-vpc","\u002Fimages\u002Fprovider-services\u002Famazon-vpc\u002Fcovers\u002FVirtual-private-cloud-VPC_32.png",{"id":745,"title":746,"description":747,"slug":748,"coverImageUrl":749},141,"AWS Certificate Manager (ACM)","AWS Certificate Manager (ACM) is a service provided by Amazon Web Services that simplifies the creation, management, and deployment of SSL\u002FTLS certificates for use with AWS services and your internal connected resources.","aws-certificate-manager-(acm)","\u002Fimages\u002Fprovider-services\u002Faws-certificate-manager-(acm)\u002Fcovers\u002FArch_AWS-Certificate-Manager_64.png",{"id":751,"title":752,"description":753,"slug":754,"coverImageUrl":755},142,"AWS CloudHSM","AWS CloudHSM is a cloud-based hardware security module service offered by Amazon Web Services that provides key storage and cryptographic operations within a tamper-resistant hardware appliance.","aws-cloudhsm","\u002Fimages\u002Fprovider-services\u002Faws-cloudhsm\u002Fcovers\u002FArch_AWS-CloudHSM_64.png",{"id":757,"title":758,"description":759,"slug":760,"coverImageUrl":761},143,"Amazon Cognito","Amazon Cognito is a cloud service provided by Amazon Web Services (AWS) that provides authentication, authorization, and user management for web and mobile applications.","amazon-cognito","\u002Fimages\u002Fprovider-services\u002Famazon-cognito\u002Fcovers\u002FArch_Amazon-Cognito_64.png",{"id":763,"title":764,"description":765,"slug":766,"coverImageUrl":767},144,"Amazon Detective","Amazon Detective is a security service that automatically collects, organizes, and analyzes data from AWS resources to help users easily investigate and quickly identify the root cause of potential security issues or suspicious activities.","amazon-detective","\u002Fimages\u002Fprovider-services\u002Famazon-detective\u002Fcovers\u002FArch_Amazon-Detective_64.png",{"id":769,"title":770,"description":771,"slug":772,"coverImageUrl":773},145,"AWS Directory Service","AWS Directory Service is a managed service provided by Amazon Web Services that allows users to connect AWS resources with an existing on-premises Microsoft Active Directory or to set up and operate a new, fully managed directory in the AWS Cloud.","aws-directory-service","\u002Fimages\u002Fprovider-services\u002Faws-directory-service\u002Fcovers\u002FArch_AWS-Directory-Service_64.png",{"id":775,"title":776,"description":777,"slug":778,"coverImageUrl":779},147,"Amazon GuardDuty","Amazon GuardDuty is a threat detection service that continuously monitors for malicious activity and unauthorized behavior to protect your AWS accounts and workloads.","amazon-guardduty","\u002Fimages\u002Fprovider-services\u002Famazon-guardduty\u002Fcovers\u002FArch_Amazon-GuardDuty_64.png",{"id":781,"title":782,"description":783,"slug":784,"coverImageUrl":785},148,"AWS IAM Identity Center (AWS Single Sign-On)","AWS IAM Identity Center (formerly AWS Single Sign-On) is a cloud service that enables secure and unified authentication for users to access AWS accounts and business applications with a single set of credentials.","aws-iam-identity-center-(aws-single-sign-on)","\u002Fimages\u002Fprovider-services\u002Faws-iam-identity-center-(aws-single-sign-on)\u002Fcovers\u002FArch_AWS-IAM-Identity-Center_64.png",{"id":787,"title":788,"description":789,"slug":790,"coverImageUrl":791},149,"AWS Identity and Access Management (IAM)","AWS Identity and Access Management (IAM) is a cloud service that helps securely control access to AWS resources by allowing you to create and manage AWS users and groups, and use permissions to allow and deny their access to AWS resources.","aws-identity-and-access-management-(iam)","\u002Fimages\u002Fprovider-services\u002Faws-identity-and-access-management-(iam)\u002Fcovers\u002FArch_AWS-Identity-and-Access-Management_64.png",{"id":793,"title":794,"description":795,"slug":796,"coverImageUrl":797},150,"Amazon Inspector","Amazon Inspector is a security assessment service offered by Amazon Web Services (AWS) that automatically assesses applications for vulnerabilities or deviations from best practices, and produces a detailed list of security findings prioritized by level of severity.","amazon-inspector","\u002Fimages\u002Fprovider-services\u002Famazon-inspector\u002Fcovers\u002FArch_Amazon-Inspector_64.png",{"id":799,"title":800,"description":801,"slug":802,"coverImageUrl":803},151,"AWS Key Management Service (AWS KMS)","AWS Key Management Service (AWS KMS) is a managed service that makes it easy for you to create and control the cryptographic keys used to secure your data across AWS services and in your applications.","aws-key-management-service-(aws-kms)","\u002Fimages\u002Fprovider-services\u002Faws-key-management-service-(aws-kms)\u002Fcovers\u002FArch_AWS-Key-Management-Service_64.png",{"id":805,"title":806,"description":807,"slug":808,"coverImageUrl":809},152,"Amazon Macie","Amazon Macie is a fully managed data security and data privacy service that uses machine learning and pattern matching to discover and protect sensitive data in AWS.","amazon-macie","\u002Fimages\u002Fprovider-services\u002Famazon-macie\u002Fcovers\u002FArch_Amazon-Macie_64.png",{"id":811,"title":812,"description":813,"slug":814,"coverImageUrl":815},153,"AWS Network Firewall","AWS Network Firewall is a managed service provided by Amazon Web Services that enables users to deploy essential network protections such as stateful firewall rules, intrusion detection and prevention, and web filtering within their Virtual Private Cloud (VPC) environments.","aws-network-firewall","\u002Fimages\u002Fprovider-services\u002Faws-network-firewall\u002Fcovers\u002FArch_AWS-Firewall-Manager_64.png",{"id":817,"title":818,"description":819,"slug":820,"coverImageUrl":821},154,"AWS Resource Access Manager (AWS RAM)","AWS Resource Access Manager (AWS RAM) is a service that enables you to easily and securely share AWS resources with any AWS account or within your AWS Organization.","aws-resource-access-manager-(aws-ram)","\u002Fimages\u002Fprovider-services\u002Faws-resource-access-manager-(aws-ram)\u002Fcovers\u002FArch_AWS-Resource-Access-Manager_64.png",{"id":823,"title":824,"description":825,"slug":826,"coverImageUrl":827},155,"AWS Secrets Manager","AWS Secrets Manager is a service provided by Amazon Web Services that enables users to securely store, manage, and retrieve sensitive information such as API keys, passwords, and database credentials.","aws-secrets-manager","\u002Fimages\u002Fprovider-services\u002Faws-secrets-manager\u002Fcovers\u002FArch_AWS-Secrets-Manager_64.png",{"id":829,"title":830,"description":831,"slug":832,"coverImageUrl":833},156,"AWS Security Hub","AWS Security Hub is a cloud security management service that aggregates, organizes, and prioritizes security alerts or findings from multiple AWS services and AWS Partner Network (APN) security solutions, providing a comprehensive view of security and compliance across an AWS environment.","aws-security-hub","\u002Fimages\u002Fprovider-services\u002Faws-security-hub\u002Fcovers\u002FArch_AWS-Security-Hub_64.png",{"id":835,"title":836,"description":837,"slug":838,"coverImageUrl":839},157,"AWS Shield","AWS Shield is a managed Distributed Denial of Service (DDoS) protection service that safeguards applications running on AWS against DDoS attacks.","aws-shield","\u002Fimages\u002Fprovider-services\u002Faws-shield\u002Fcovers\u002FArch_AWS-Shield_64.png",{"id":841,"title":842,"description":843,"slug":844,"coverImageUrl":845},158,"AWS WAF","AWS WAF (Web Application Firewall) is a web application firewall service that helps protect web applications and APIs from common web exploits and bots that may affect availability, compromise security, or consume excessive resources.","aws-waf","\u002Fimages\u002Fprovider-services\u002Faws-waf\u002Fcovers\u002FArch_AWS-WAF_64.png",{"id":847,"title":848,"description":849,"slug":850,"coverImageUrl":851},166,"AWS Fargate","AWS Fargate is a serverless compute engine for containers that allows you to run containers without having to manage servers or clusters.","aws-fargate","\u002Fimages\u002Fprovider-services\u002Faws-fargate\u002Fcovers\u002FArch_AWS-Fargate_64.png",{"id":853,"title":854,"description":855,"slug":856,"coverImageUrl":857},168,"AWS Lambda","AWS Lambda is a serverless computing service provided by Amazon Web Services that allows developers to run code in response to events without provisioning or managing servers.","aws-lambda","\u002Fimages\u002Fprovider-services\u002Faws-lambda\u002Fcovers\u002FArch_AWS-Lambda_64.png",{"id":859,"title":860,"description":861,"slug":862,"coverImageUrl":863},169,"AWS Backup","AWS Backup is a fully managed backup service that makes it easy to centralize and automate the backup of data across AWS services in the cloud and on-premises.","aws-backup","\u002Fimages\u002Fprovider-services\u002Faws-backup\u002Fcovers\u002FArch_AWS-Backup_64.png",{"id":865,"title":866,"description":867,"slug":868,"coverImageUrl":869},170,"Amazon Elastic Block Store (Amazon EBS)","Amazon Elastic Block Store (Amazon EBS) is a high-performance block storage service designed for use with Amazon Elastic Compute Cloud (EC2) for both throughput and transaction-intensive workloads at any scale.","amazon-elastic-block-store-(amazon-ebs)","\u002Fimages\u002Fprovider-services\u002Famazon-elastic-block-store-(amazon-ebs)\u002Fcovers\u002FArch_Amazon-Elastic-Block-Store_64.png",{"id":871,"title":872,"description":873,"slug":874,"coverImageUrl":875},171,"Amazon Elastic File System (Amazon EFS)","Amazon Elastic File System (Amazon EFS) is a cloud-based file storage service offered by Amazon Web Services (AWS) that provides a simple, scalable, elastic file system for use with AWS Cloud services and on-premise resources.","amazon-elastic-file-system-(amazon-efs)","\u002Fimages\u002Fprovider-services\u002Famazon-elastic-file-system-(amazon-efs)\u002Fcovers\u002FArch_Amazon-EFS_64.png",{"id":877,"title":878,"description":879,"slug":880,"coverImageUrl":881},172,"Amazon FSx","Amazon FSx provides fully managed file storage solutions, including FSx for Windows File Server for Microsoft Windows-based applications, FSx for Lustre for high-performance computing applications, and FSx for OpenZFS and FSx for NetApp ONTAP for POSIX-compliant file systems, all offering seamless integration, high reliability, and scalability.","amazon-fsx-(for-all-types)","\u002Fimages\u002Fprovider-services\u002Famazon-fsx-(for-all-types)\u002Fcovers\u002FArch_Amazon-FSx_64.png",{"id":883,"title":884,"description":885,"slug":886,"coverImageUrl":887},173,"Amazon S3","Amazon S3 (Simple Storage Service) is a scalable cloud storage service offered by Amazon Web Services (AWS) that allows users to store and retrieve any amount of data from anywhere on the web.","amazon-s3","\u002Fimages\u002Fprovider-services\u002Famazon-s3\u002Fcovers\u002FArch_Amazon-Simple-Storage-Service_64.png",{"id":889,"title":890,"description":891,"slug":892,"coverImageUrl":893},174,"Amazon S3 Glacier","Amazon S3 Glacier is a secure, low-cost cloud storage service provided by Amazon Web Services (AWS) designed for data archiving and long-term backup, offering highly durable storage with retrieval times ranging from milliseconds to 48 hours.","amazon-s3-glacier","\u002Fimages\u002Fprovider-services\u002Famazon-s3-glacier\u002Fcovers\u002FArch_Amazon-Simple-Storage-Service-Glacier_64.png",{"id":895,"title":896,"description":897,"slug":898,"coverImageUrl":899},175,"AWS Storage Gateway","AWS Storage Gateway is a hybrid cloud storage service that enables on-premises applications to seamlessly use AWS cloud storage for backup, archiving, disaster recovery, and cloud data processing by providing storage interfaces such as file, volume, and tape.","aws-storage-gateway","\u002Fimages\u002Fprovider-services\u002Faws-storage-gateway\u002Fcovers\u002FArch_AWS-Storage-Gateway_64.png",{"id":901,"title":902,"description":903,"slug":904,"coverImageUrl":905},185,"AWS Cloud Development Kit (AWS CDK)","The AWS Cloud Development Kit (AWS CDK) is an open-source software development framework designed to model and provision cloud application resources using familiar programming languages.","aws-cloud-development-kit-(aws-cdk)","\u002Fimages\u002Fprovider-services\u002Faws-cloud-development-kit-(aws-cdk)\u002Fcovers\u002FArch_AWS-Cloud-Development-Kit_64.png",{"id":907,"title":908,"description":909,"slug":910,"coverImageUrl":911},186,"AWS CloudShell","AWS CloudShell is a browser-based shell that provides command-line access to AWS services, enabling users to manage and interact with AWS resources directly from their web browser without needing to install or configure CLI tools locally.","aws-cloudshell","\u002Fimages\u002Fprovider-services\u002Faws-cloudshell\u002Fcovers\u002FArch_AWS-CloudShell_64.png",{"id":913,"title":914,"description":915,"slug":916,"coverImageUrl":917},188,"AWS CodeArtifact","AWS CodeArtifact is a managed artifact repository service that makes it easy for organizations to securely store, publish, and share software packages used in their software development process across their teams.","aws-codeartifact","\u002Fimages\u002Fprovider-services\u002Faws-codeartifact\u002Fcovers\u002FArch_AWS-CodeArtifact_64.png",{"id":919,"title":920,"description":921,"slug":922,"coverImageUrl":923},189,"AWS CodeBuild","AWS CodeBuild is a fully managed build service that compiles source code, runs tests, and produces software packages ready to deploy, without the need for provisioning, managing, or scaling your own build servers.","aws-codebuild","\u002Fimages\u002Fprovider-services\u002Faws-codebuild\u002Fcovers\u002FArch_AWS-CodeBuild_64.png",{"id":925,"title":926,"description":927,"slug":928,"coverImageUrl":929},190,"AWS CodeCommit","AWS CodeCommit is a secure, highly scalable, managed source control service hosted by Amazon Web Services that makes it easy for teams to collaboratively manage and store their code repositories in the cloud.","aws-codecommit","\u002Fimages\u002Fprovider-services\u002Faws-codecommit\u002Fcovers\u002FArch_AWS-CodeCommit_64.png",{"id":931,"title":932,"description":933,"slug":934,"coverImageUrl":935},191,"AWS CodeDeploy","AWS CodeDeploy is a fully managed deployment service that automates software deployments to a variety of compute services such as Amazon EC2, AWS Fargate, AWS Lambda, and your on-premises servers.","aws-codedeploy","\u002Fimages\u002Fprovider-services\u002Faws-codedeploy\u002Fcovers\u002FArch_AWS-CodeDeploy_64.png",{"id":937,"title":938,"description":939,"slug":940,"coverImageUrl":941},192,"Amazon CodeGuru","Amazon CodeGuru is a machine learning-powered service offered by Amazon Web Services (AWS) that automatically reviews code for bugs and suggests optimizations to improve performance and reduce costs for developers.","amazon-codeguru","\u002Fimages\u002Fprovider-services\u002Famazon-codeguru\u002Fcovers\u002FArch_Amazon-CodeGuru_64.png",{"id":943,"title":944,"description":945,"slug":946,"coverImageUrl":947},193,"AWS CodeStar","AWS CodeStar is a cloud-based service from Amazon Web Services that provides tools to quickly develop, build, and deploy applications on AWS.","aws-codestar","\u002Fimages\u002Fprovider-services\u002Faws-codestar\u002Fcovers\u002FArch_AWS-CodeStar_64.png",{"id":949,"title":950,"description":951,"slug":952,"coverImageUrl":953},195,"AWS Fault Injection Service","AWS Fault Injection Service (AWS FIS) is a managed service designed to help developers intentionally introduce faults into their applications on Amazon Web Services to test resilience and fault-tolerance.","aws-fault-injection-simulator-(aws-fis)","\u002Fimages\u002Fprovider-services\u002Faws-fault-injection-simulator-(aws-fis)\u002Fcovers\u002FArch_AWS-Fault-Injection-Simulator_64.png",{"id":955,"title":956,"description":957,"slug":958,"coverImageUrl":959},196,"AWS Tools and SDKs","AWS Tools and SDKs are a collection of software and tools provided by Amazon Web Services to facilitate the development, deployment, and management of applications and services on the AWS platform.","aws-tools-and-sdks","\u002Fimages\u002Fprovider-services\u002Faws-tools-and-sdks\u002Fcovers\u002FArch_AWS-Tools-and-SDKs_64.png",{"id":961,"title":962,"description":963,"slug":964,"coverImageUrl":965},230,"AWS OpsWorks","AWS OpsWorks is shut down. Support ended on May 1, 2024, and the service must not be used for new workloads.","aws-opsworks","\u002Fimages\u002Fprovider-services\u002Faws-opsworks\u002Fcovers\u002FArch_AWS-OpsWorks_64.png",{"id":967,"title":968,"description":969,"slug":970,"coverImageUrl":37},245,"AWS Copilot","AWS Copilot is a command line interface tool that simplifies deploying and managing containerized applications on AWS, specifically on Amazon ECS and AWS Fargate, by automating the setup and management processes.","aws-copilot",{"id":972,"title":973,"description":974,"slug":975,"coverImageUrl":976},246,"Amazon MemoryDB for Redis","Amazon MemoryDB is a fully managed, Valkey- and Redis OSS-compatible, durable, in-memory database service designed to deliver ultra-fast performance for data-intensive applications.","amazon-memorydb-for-redis","\u002Fimages\u002Fprovider-services\u002Famazon-memorydb-for-redis\u002Fcovers\u002FArch_Amazon-MemoryDB-for-Redis_64.png",{"id":218,"title":978,"description":979,"slug":980,"coverImageUrl":981},"AWS Security Token Service (AWS STS)","AWS Security Token Service (AWS STS) is a web service that enables you to request temporary, limited-privilege credentials for AWS Identity and Access Management (IAM) users or for users that you authenticate (federated users).","aws-security-token-service-(aws-sts)","\u002Fimages\u002Fprovider-services\u002Faws-security-token-service-(aws-sts)\u002Fcovers\u002FRes_AWS-Identity-Access-Management_AWS-STS-Alternate_48.png",{"id":983,"title":984,"description":985,"slug":986,"coverImageUrl":987},270,"AWS Elastic Disaster Recovery","AWS Elastic Disaster Recovery is a cloud service by Amazon Web Services designed to help minimize downtime and data loss with fast, reliable recovery of physical, virtual, and cloud-based servers into AWS.","aws-elastic-disaster-recovery","\u002Fimages\u002Fprovider-services\u002Faws-elastic-disaster-recovery\u002Fcovers\u002FArch_AWS-Elastic-Disaster-Recovery_64.png",{"id":989,"title":990,"description":991,"slug":992,"coverImageUrl":993},274,"Amazon Data Firehose","Amazon Data Firehose is a fully managed service designed to load streaming data in real time into data lakes, data stores, and analytics services such as Amazon S3, Amazon Redshift, Amazon OpenSearch Service, and Splunk.","amazon-kinesis-data-firehose","\u002Fimages\u002Fprovider-services\u002Famazon-kinesis-data-firehose\u002Fcovers\u002FArch_Amazon-Kinesis-Data-Firehose_64.png",{"id":995,"title":996,"description":997,"slug":998,"coverImageUrl":999},275,"Amazon Kinesis Data Streams","Amazon Kinesis Data Streams is a scalable and durable real-time data streaming service that enables developers to continuously capture gigabytes of data per second from hundreds of thousands of sources such as website clickstreams, database event streams, financial transactions, social media feeds, IT logs, and location-tracking events.","amazon-kinesis-data-streams","\u002Fimages\u002Fprovider-services\u002Famazon-kinesis-data-streams\u002Fcovers\u002FArch_Amazon-Kinesis-Data-Streams_64.png",{"id":1001,"title":1002,"description":1003,"slug":1004,"coverImageUrl":1005},277,"AWS App Runner","AWS App Runner is a fully managed service provided by Amazon Web Services that makes it easy for developers to quickly deploy containerized web applications and APIs, without worrying about infrastructure management. AWS App Runner has been in maintenance since March 31, 2026 and is closed to new customers; existing customers can continue using it. It should not be selected for new workloads.","aws-app-runner","\u002Fimages\u002Fprovider-services\u002Faws-app-runner\u002Fcovers\u002FArch_AWS-App-Runner_64.png",{"id":1007,"title":1008,"description":1009,"slug":1010,"coverImageUrl":1011},279,"AWS CodePipeline","AWS CodePipeline is a continuous integration and continuous delivery (CI\u002FCD) service for fast and reliable application and infrastructure updates.","aws-codepipeline","\u002Fimages\u002Fprovider-services\u002Faws-codepipeline\u002Fcovers\u002FArch_AWS-CodePipeline_64.png",{"id":1013,"title":1014,"description":1015,"slug":1016,"coverImageUrl":37},289,"AWS Serverless Application Model (AWS SAM)","AWS Serverless Application Model (AWS SAM) is a framework for building serverless applications that simplifies the process of defining, deploying, and managing serverless infrastructure on AWS using familiar infrastructure as code techniques.","aws-serverless-application-model-(aws-sam)",{"id":1018,"title":1019,"description":1020,"slug":1021,"coverImageUrl":37},290,"AWS App2Container","AWS App2Container is a command-line tool from Amazon Web Services that automates the process of containerizing existing applications running on-premises or in virtual machines, making it easier to deploy and manage them on AWS container services.","aws-app2container",{"id":1023,"title":1024,"description":1025,"slug":1026,"coverImageUrl":1027},291,"Red Hat OpenShift Service on AWS (ROSA)","Red Hat OpenShift Service on AWS (ROSA) is a managed service that offers OpenShift's powerful container orchestration and application deployment capabilities on the AWS Cloud, simplifying the deployment, management, and scaling of Kubernetes applications.","red-hat-openshift-service-on-aws-(rosa)","\u002Fimages\u002Fprovider-services\u002Fred-hat-openshift-service-on-aws-(rosa)\u002Fcovers\u002FArch_Red-Hat-OpenShift-Service-on-AWS_64.png",{"id":1029,"title":1030,"description":1031,"slug":1032,"coverImageUrl":1033},292,"AWS Resilience Hub","AWS Resilience Hub is a service designed to help organizations improve the resilience of their applications and workloads running on Amazon Web Services (AWS) by identifying and managing risks, automating recovery processes, and providing guidance and recommendations to meet desired resilience goals.","aws-resilience-hub","\u002Fimages\u002Fprovider-services\u002Faws-resilience-hub\u002Fcovers\u002FArch_AWS-Resilience-Hub_64.png",{"id":135,"code":35,"slug":30,"dateLastDay":152,"whatChanged":152,"pageSlug":36},[],[1037,1043,1049,1054,1059,1062,1066,1070,1074,1078],{"id":5,"slug":19,"examVersionId":1038,"description":1039,"difficulty":1040,"examVersion":1041,"lessonsCount":1042},3,"Unlock your cloud computing potential with our interactive AWS course designed for the AWS Certified Cloud Practitioner exam. Gain hands-on experience, understand core AWS services, and confidently ace your certification.",{"id":1038,"title":23,"subtitle":24,"slug":25},{"slug":19,"pageSlug":25},353,{"id":1044,"slug":6,"examVersionId":5,"description":1045,"difficulty":1046,"examVersion":1047,"lessonsCount":1048},2,"Master cloud architecture with our comprehensive interactive course tailored for the AWS Certified Solutions Architect - Associate exam. Learn to design scalable, cost-effective AWS solutions.",{"id":5,"title":12,"subtitle":13,"slug":14},{"slug":6,"pageSlug":14},495,{"id":135,"slug":30,"examVersionId":135,"description":1050,"difficulty":1051,"examVersion":1052,"lessonsCount":1053},"Master the AWS Certified DevOps Engineer - Professional (DOP-C02) exam with our interactive course. Engage with hands-on labs, real-world scenarios, and expert guidance to enhance your skills. Learn at your own pace and ensure exam success.",{"id":135,"title":34,"subtitle":35,"slug":36},{"slug":30,"pageSlug":36},381,{"id":146,"slug":41,"examVersionId":146,"description":1055,"difficulty":1056,"examVersion":1057,"lessonsCount":1058},"Master the AWS Certified Data Engineer - Associate exam with our interactive course. Explore real-world scenarios and expert guidance to build your skills and pass with confidence. Start your certification journey now!",{"id":146,"title":45,"subtitle":46,"slug":47},{"slug":41,"pageSlug":47},341,{"id":40,"slug":51,"examVersionId":40,"description":37,"difficulty":1060,"examVersion":1061,"lessonsCount":972},{"id":40,"title":55,"subtitle":56,"slug":57},{"slug":51,"pageSlug":57},{"id":50,"slug":92,"examVersionId":60,"description":152,"difficulty":1063,"examVersion":1064,"lessonsCount":1065},{"id":18,"title":96,"subtitle":97,"slug":98},{"slug":92,"pageSlug":98},272,{"id":91,"slug":103,"examVersionId":71,"description":152,"difficulty":1067,"examVersion":1068,"lessonsCount":1069},{"id":50,"title":107,"subtitle":108,"slug":109},{"slug":103,"pageSlug":109},221,{"id":102,"slug":61,"examVersionId":81,"description":152,"difficulty":1071,"examVersion":1072,"lessonsCount":1073},{"id":91,"title":66,"subtitle":67,"slug":68},{"slug":61,"pageSlug":68},368,{"id":60,"slug":72,"examVersionId":477,"description":152,"difficulty":1075,"examVersion":1076,"lessonsCount":1077},{"id":102,"title":76,"subtitle":77,"slug":78},{"slug":72,"pageSlug":78},391,{"id":71,"slug":82,"examVersionId":489,"description":152,"difficulty":1079,"examVersion":1080,"lessonsCount":1081},{"id":60,"title":86,"subtitle":87,"slug":88},{"slug":82,"pageSlug":88},218,1793320636719]