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Top 10 best practices for Amazon EMR Serverless

Amazon EMR Serverless allows users to run big data analytics frameworks without managing clusters, integrating with various AWS services for a comprehensive solution. The top 10 best practices for optimizing EMR Serverless workloads focus on performance, cost, and scalability, including consideratio.. read more  

Top 10 best practices for Amazon EMR Serverless
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AWS RDS Cost Optimization Guide: Cut Database Costs in 2026

Amazon RDS costs are not fixed - they vary based on configuration and usage. Making informed configuration and governance decisions is key to optimizing costs. Graviton instances offer better price-performance for common databases, while storage costs can be reduced by decoupling performance from ca.. read more  

AWS RDS Cost Optimization Guide: Cut Database Costs in 2026
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Introducing Agentic Observability in NGINX: Real-time MCP Traffic Monitoring

NGINX ships an open-sourceAgentic ObservabilityJS module. It parsesMCPtraffic and extracts tool names, error statuses, and client/server identities. The module uses nativeOpenTelemetryto export spans. A Docker Compose reference wires upOTel collector,Prometheus, andGrafanafor realtime throughput, la.. read more  

Introducing Agentic Observability in NGINX: Real-time MCP Traffic Monitoring
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Building a Database on S3

This paper from 2008 proposes a shared-disk design over Amazon S3 for cloud-native databases, separating storage from compute. Clients write redo logs to Amazon SQS instead of directly to S3 to hide latency. The paper presents a blueprint for serverless databases before the term existed... read more  

pgEdge is an enterprise-ready, 100% open-source PostgreSQL platform designed for distributed and non-distributed environments. Built entirely on PostgreSQL and released under the OSI-approved PostgreSQL license, pgEdge supports high availability, ultra-low latency, and zero downtime maintenance across data centers and cloud regions.

Its core includes Spock, a replication technology enabling multi-master (active-active) deployments with conflict resolution. pgEdge allows organizations to scale from single-node setups to distributed clusters within minutes.

It offers various deployment options: containers, virtual machines, Helm charts for Kubernetes, and integrations with Terraform, Pulumi, and Ansible. pgEdge provides same-day patches and version updates, ensuring full compatibility with the latest PostgreSQL releases. Cloud and self-hosted editions are available, with free trials for development and evaluation.