Amazon Athena - Serverless SQL Analytics
A comprehensive reference for Amazon Athena: serverless query engine for S3 data, integration with Glue Data Catalog, and analytics patterns …
Serverless
Amazon DynamoDB
What DynamoDB is, how its key-value model works, and when to choose DynamoDB for AI application data.
Amazon DynamoDB - Fully Managed NoSQL Database
Amazon DynamoDB is a fully managed, serverless NoSQL database service that delivers single-digit millisecond performance at any scale for …
Amazon Glue - Serverless ETL and Data Integration
A comprehensive reference for Amazon Glue: serverless data integration, ETL jobs, data catalog, and data preparation for AI/ML pipelines.
AWS Fargate - Serverless Container Compute
AWS Fargate is a serverless compute engine for containers that eliminates the need to manage underlying EC2 instances when running …
AWS Lambda vs Fargate for AI Workloads
Comparing Lambda and Fargate for AI inference and processing workloads, covering latency, cost, scaling, container support, and GPU …
Azure Event Grid - Serverless Event Routing
Azure Event Grid is a fully managed event routing service that enables event-driven architectures with publish-subscribe messaging across …
Azure Functions - Serverless Compute for Event-Driven AI Pipelines
Azure Functions is Microsoft's serverless compute platform that executes event-driven code without managing infrastructure, commonly used to …
Azure Static Web Apps - Serverless Web Application Hosting
Azure Static Web Apps is a service that automatically builds and deploys full-stack web applications from a code repository with integrated …
Cloud Firestore - Serverless Document Database
Google Cloud Firestore is a serverless, scalable NoSQL document database with real-time synchronization, offline support, and strong …
Cloud Run - Serverless Container Platform
Google Cloud Run is a fully managed serverless platform for running containerized applications that scale automatically from zero to …
Cloud Workflows - Serverless Orchestration Service
Google Cloud Workflows is a serverless orchestration service that sequences HTTP-based API calls, Cloud Functions, and GCP services into …
Google Cloud Functions - Serverless Event-Driven Compute
Google Cloud Functions is a lightweight serverless compute platform for building event-driven microservices and AI pipeline glue logic on …
Knative - Serverless Platform for Kubernetes
Knative is an open-source platform that extends Kubernetes to provide serverless workload management with automatic scaling to zero and …
OpenFaaS - Serverless Functions Made Simple
OpenFaaS is an open-source framework for building and deploying serverless functions and microservices on Kubernetes and Docker Swarm.
Amazon EventBridge - Event-Driven AI Orchestration
Using Amazon EventBridge to connect AWS AI services, trigger pipelines from S3 events, and build loosely coupled multi-step workflows.
AWS Lambda for AI Pipelines
Serverless inference, event-driven processing, and integration patterns with Bedrock, SageMaker, and Step Functions. Cost optimization for …
AWS Step Functions - Workflow Orchestration for AI Pipelines
How Step Functions orchestrates multi-step AI workflows, handles retries and errors, and integrates with other AWS services - with practical …
AWS Step Functions vs Lambda Chains for AI Orchestration
When to use state machines vs direct invocation for AI workflows. Error handling, retry patterns, cost comparison, and visibility …
Serverless Computing
What serverless computing means, how Lambda, Fargate, and Step Functions fit AI workloads, and when serverless is and is not the right …