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Cloud concepts explained

Cloud computing concepts explained: what each one means, how it works in practice and the cloud services that implement it.

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743 concepts

7 Rs of Migration A/B Testing Acceptable Use Policy Acceptance Testing Access Control ACID Transactions Active-Active Architecture Adapter Pattern ADKAR Model Adversarial Robustness Agentic AI Agile Development AI Agents AI Guardrails AI Transparency Algorithmic Bias Algorithmic Complexity Algorithmic Fairness Algorithmic Impact Assessment All-at-Once Deployment Allowlisting Amazon EC2 instance types Analytics Anomaly Detection Answer Relevance Anycast Apache Parquet API Gateway Pattern API Versioning API-First Design APIs Application integration Approximate Nearest Neighbor Search Architecture Reviews Asymmetric Encryption Asymmetric Routing Asynchronous Communication Asynchronous Inference At-Least-Once Delivery Attack Path Analysis Attack Surface Reduction Attribute-Based Access Control Audit Logging Authentication Automation Bias AWS Cloud Adoption Framework (AWS CAF)AWS Compliance AWS global infrastructure AWS Knowledge Center AWS Partner Network AWS Prescriptive Guidance AWS Professional Services AWS re:Post AWS SDKs AWS Security Blog AWS Security Center AWS shared responsibility model AWS Solutions Architects AWS Support Center AWS Support plans AWS Well-Architected Framework Backpressure Backup and Restore Backup Isolation Backward Compatibility Batch Inference Batch Processing Batch Size Batching Bayesian Optimization Benchmark Datasets Benefits of migrating to the AWS Cloud Benefits Realization BERTScore Bias and Fairness Bias-Variance Tradeoff Bidirectional Forwarding Detection Binning Blast Radius BLEU Block Storage Blue-Green Deployment Blue-Green Deployments Border Gateway Protocol Break-Glass Access Bring Your Own Key Bring Your Own License Broadcast Joins Business Model Canvas Cache Invalidation Cache-Aside Caching Canary Deployment Canary Testing Capability Maturity Model Capacity Planning Capital Expenditure Catastrophic Forgetting Center of Excellence Certificate management Chain of Custody Chain of Trust Chain-of-Thought Prompting Champion/Challenger Testing Change Data Capture Change Impact Assessment Change Readiness Chaos Engineering Checkpointing Choreography Chunked Transfer Encoding CI/CD Circuit Breaker Class Imbalance Class Resampling Classification Metrics Classless Inter-Domain Routing (CIDR)Client Fingerprinting Client-Side Encryption Clock Skew Cloud Service Models Code Coverage Code Refactoring Columnar Storage Comma-Separated Values Commitment Discounts Communities of Practice Composite Availability Compute Concurrency Concurrency Control Conditional Branching Conditional DNS Forwarding Conditional Forwarding Confidence Intervals Confidence Scoring Configuration Drift Configuration Management Confused Deputy Problem Connection Draining Connection Multiplexing Connection Pooling Container Orchestration Containers Content Delivery Network Content Delivery Networks Content-Based Routing Context Pruning Context Window Context Windows Continued Pre-Training Continuous Batching Contract Testing Control Groups Conversation Memory Conversational AI Cosine Similarity Cost Allocation Cost management Cost-Benefit Analysis CPU Architecture Credential Management Credential Provider Chain Credential Revocation Credential Rotation Cron Expressions Cross-Account Access Cross-Connects Cross-Site Scripting Cross-Validation Cryptographic Hashing Data Anonymization Data Archiving Data Augmentation Data Cataloging Data Classification Data Compression Data Contracts Data Curation Data Deduplication Data Drift Data Durability Data Egress Data Integrity Data Labeling Data Lakes Data Locality Data Loss Prevention Data Masking Data Mesh Data Minimization Data Network Effects Data Partitioning Data Poisoning Data Profiling Data Provenance Data Quality Data Replication Data Representativeness Data Residency Data Retention Data Shuffling Data Silos Data Skew Data Sovereignty Data Synchronization Data Validation Database Database Indexing Database Normalization Database Replication DDoS Mitigation Deadlocks Decision Rights Declarative Programming Deduplication Defense in Depth Denormalization Dependency Mapping Dependency Pinning Deployment Rollback Determinism Developer tools DHCP Differential Testing Digital Signatures Directed Acyclic Graphs Disaster recovery Distributed Processing Distributed Tracing Distributed Training DNS DNS over HTTPS DNS over TLS DNS Tunneling DNSSEC Document Chunking Document Data Model Domain Verification Early Stopping Edge Computing Effective Permissions Elasticity Embeddings Encryption Encryption at Rest Encryption in Transit End-to-End Testing Ensemble Learning Envelope Encryption Environment Isolation Environment Variables Environmental Sustainability Ephemeral Ports Ephemeral Storage Epochs Equal-Cost Multipath Routing Error Budgets Ethernet Switching EU AI Act Event Correlation Event Streaming Event-Driven Architecture Event-Time Processing Eventual Consistency Evidence Integrity Exception Handling Executive Sponsorship Exit Codes Experiment Tracking Explicit Deny Precedence Exponential Backoff Externalized Configuration Extract, Transform, Load Factual Accuracy Fail-Fast Failover False Positives Fan-In Fan-Out Fault Isolation Fault Tolerance Feature Engineering Feature Flags Feedback Loops Fiber Optics Fine-Tuning First-Mover Advantage Fixed-Size Chunking Fluency Forward Proxy Foundation Models Gap Analysis GDPR Generative AI Generators Generic Routing Encapsulation GENEVE Geofencing Geographic Routing Gitflow Graceful Degradation Gradient Clipping Graph Data Model Growth Mindset Guiding Coalition Hallucinations Health Checks Heterogeneous Migration Hierarchical Chunking Hierarchical Indexing Hierarchical Navigable Small World (HNSW)High availability High performance Homogeneous Migration Horizontal Scaling Hub-and-Spoke Model Hub-and-Spoke Topology Human-Centered Design Human-in-the-Loop Human-in-the-Loop Evaluation Hybrid Cloud Hybrid Cloud Storage Hybrid Search Hyperparameter Tuning Hypothesis Testing Idempotency Identity Federation IGMP Immutable Backups Immutable Infrastructure Immutable Storage In-Context Learning In-Memory Caching In-Memory Databases Incident Response Lifecycle Incremental Loading Incremental Processing Incremental Transfer Inference Latency Infrastructure as code (IaC)Input Sanitization Input Validation Instruction Hierarchy Instruction Tuning Integration Testing Intellectual Property Rights Intent Classification Inter-Rater Agreement Interpretability-Performance Tradeoff Inverted Index IOPS IP Addressing IP Fragmentation IP Routing IPsec IPv6 ISO/IEC 23053 ISO/IEC 42001 Iterative Prompt Refinement Jailbreaking JDBC Joins JSON JSON Web Tokens Jumbo Frames Kernel Bypass Key Custody Key Management Key Performance Indicators Key Rotation Key Salting Key-Value Data Model Knowledge Distillation KV Caching Label Quality Labor Productivity Latency Latency-Based Routing Lateral Movement Lazy Loading Leading Indicators Learning Rate Schedules Leased Lines Least privilege Least-Connections Load Balancing Legal Holds Lemmatization License Entitlements License Portability License-Included Pricing LIME Link Aggregation Link-Layer Encryption LLM-as-a-Judge Load Balancing Load Testing Log Levels Log Normalization Log Retention Longest Prefix Match Loose Coupling Low-Rank Adaptation Machine learning Management and governance Mass Customization Maximum Transmission Unit Message Ordering Message Queuing Metadata Extraction Metadata Filtering Metadata Schemas Metric Cardinality Microservices and component delivery Migration and data transfer Migration Phases Min-Max Scaling Minimum Viable Product Missing Value Imputation Mixed Precision Training Mocking Model Cards Model Cascading Model Compression Model Context Protocol Model Distillation Model Drift Model Evaluation Model Explainability Model Inference Model Interpretability Model Parallelism Model Retraining Model Robustness Model Routing Model Transparency Monolithic Architecture Multi-Agent Orchestration Multi-Factor Authentication Multi-Tier Architecture Multicast Multicast Tunneling Multimodal Fusion Multimodal Generation Multimodality Multiprotocol Label Switching (MPLS)Mutual TLS N-Gram Overlap Named Entity Recognition Natural Language Processing Negative Prompting Network Address Translation Network Isolation Network Peering Network Segmentation Networking, connectivity, and content delivery Neural Networks NIST AI Risk Management Framework Nondeterminism Nucleus Sampling Null Handling OAuth 2.0 Object Storage OLTP Versus OLAP On-Premises Infrastructure Online Inference Open Cybersecurity Schema Framework (OCSF)Open Database Connectivity (ODBC)Open-Source Models OpenID Connect Operating Expenditure Operational Readiness Reviews Optimistic Concurrency Control ORC File Format OS Hardening OSI Model Output Validation Overfitting OWASP Top 10 Packet Capture Packet Loss Pagination Parallel Execution Parallel Processing Parameter-Efficient Fine-Tuning Parameterization Partition Pruning Partitioning Password Policies Patch Management Path Diversity Path MTU Discovery Pay-as-You-Go Pricing Payback Period Performance Benchmarking Performance Profiling Phased Rollout Pilot Light Point-in-Time Joins Point-in-Time Recovery Policy as Code Policy Inheritance Polyglot Persistence Population Stability Index Porters Five Forces Post-Hoc Explainability Pre-Training Precision@k Precomputation Predicate Pushdown Price-Performance Ratio Privacy by Design Privacy Impact Assessment Privacy-Enhancing Technologies Privilege Escalation Privileged Access Management Prompt Chaining Prompt Compression Prompt Context Prompt Injection Prompt Templates Proof of Concept PROXY Protocol Pseudonymization Psychological Safety Public Cloud Public Key Infrastructure Public-Key Cryptography Publish-Subscribe Messaging Quality Gates Quantization Query Decomposition Query Expansion Query Federation Query Rewriting RACI Matrix Random I/O Random Sampling Random Search Rate Limiting ReAct Read/Write Splitting Real-Time Inference Recall@k Recovery Point Objective Recovery Time Objective Red Teaming Referential Integrity Regression Testing Regular Expressions Reinforcement Learning Reinforcement Learning from Human Feedback Relational Data Model Relational Joins Remote Direct Memory Access Repartitioning Reproducible Builds Request Signing Request Validation Reranking Resiliency Resource Efficiency Resource Tagging Resource Utilization Response Streaming REST Retrieval Latency Retrieval-Augmented Generation Return on Investment Reverse Proxy Right-Sizing Rightsizing Risk Appetite Risk Matrix Role-Based Access Control Role-Based Learning Rollback Rolling Deployment ROUGE Round-Robin Scheduling Route Summarization Row-Level Security Rule-Based AI Rule-Based Systems Runbooks Runtime Threat Detection Same-Origin Policy SAML 2.0 Schema Evolution Schema on Read Schema Validation SD-WAN Secure remote access Security Security Quality Gates Selective Disclosure Self-Signed Certificates Semantic Caching Semantic Chunking Semantic Search Semantic Similarity Semi-Structured Data Sensitivity Analysis Separation of Concerns Separation of Duties Sequential I/O Serialization Server-Sent Events Server-Side Encryption Serverless Service Level Indicators Service Level Objectives Servitization Session Affinity Shadow AI Shadow Testing SHAP Sharding Shared File Systems Shift-Left Security Single Root I/O Virtualization (SR-IOV)Single-Mode Fiber Skills Matrix Slowly Changing Dimensions Small Language Models SMOTE Source Citation Split-Horizon DNS SQL Injection SQL Joins Stage-Gate Process Stakeholder Mapping Star Schema State Machines Stateful and Stateless Filtering Stateful Processing Statelessness Static Analysis Static Application Security Testing Static Routing Status Quo Bias Stop Sequences Storage Storage Tiering Strategy Pattern Stratified Sampling Stress Testing Strong Consistency Structured Data Structured Logging Structured Outputs Subgroup Analysis Subnetting Supervised Learning SWOT Analysis Symmetric Encryption Synchronous Communication Synchronous Replication Tabletop Exercises Task Completion Rate Task Decomposition Task Planning TCP Congestion Control TCP MSS Clamping TCP Window Scaling Technology Adoption Lifecycle Temperature Sampling Temporal Aggregation Temporal Correlation Temporary Credentials Test Doubles Test Pyramid Text Chunking Text Embeddings Text Generation Text Normalization Text-to-SQL Threat Modeling Throughput Time Series Time to Live Time-Series Data Timeline Reconstruction Timeouts TLS Termination Token Bucket Token Budgeting Token Validation Tokenization Tool Calling Tool Use Top-K Sampling Total Cost of Ownership Trace Sampling Traffic Shaping Train-Validation-Test Split Training-Serving Skew Trajectory Evaluation Transaction Isolation Transfer Learning Transformer Architecture Transitive Routing Transmission Control Protocol Transport Layer Security Tree Data Structures Trunk-Based Development Trust Boundaries UI Testing Underfitting Unicast Uniqueness Constraints Unit Testing Unstructured Data Unsupervised Learning Usage-Based Pricing User Satisfaction Vector Quantization Vector Search Vectorization Vendor Lock-In Version Control Vertical Scaling Virtual LAN (VLAN)Virtual Private Networks Virtualization VLAN Tagging Volume Discounts Vulnerability Assessment VXLAN Warm Standby Waterfall Model Webhooks WebSockets Weighted Routing Weighted Scoring Window Functions Windowed Aggregation Workflow Orchestration Workload Identity Workload Predictability Write Once, Read Many (WORM) Storage Write-Through Caching Zero Trust

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CertificationsAWS Certified Solutions Architect - Associate AWS Certified Cloud Practitioner AWS Certified DevOps Engineer - Professional AWS Certified Data Engineer - Associate AWS Certified AI Practitioner AWS Certified Generative AI Developer - Professional AWS Certified Machine Learning Engineer - Associate AWS Certified CloudOps Engineer - Associate AWS Certified Security - Specialty AWS Certified AI Business Strategist AWS Certified Advanced Networking - Specialty AWS Certified Developer - Associate AWS Certified Solutions Architect - Professional

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