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aws.amazon.com /1 week ago

Introducing ExtendDB: An open source DynamoDB-compatible adapter with pluggable storage backends

Today, we are announcing ExtendDB, an open source Amazon DynamoDB-compatible adapter with pluggable storage backends, released under the Apache 2.0 License. ExtendDB implements the...

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dzone.com /1 week ago

AWS Managed Database Observability: Monitoring DynamoDB, ElastiCache, and Redshift Beyond CloudWatch

A DynamoDB throttle alarm fires at 2 am. You confirm the spike in CloudWatch, then check ElastiCache in a second dashboard, then Redshift in a third. Cache hit rate dropped, which...

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aws.amazon.com /3 weeks ago

How Amazon DocumentDB on AWS Graviton4 R8g instances delivers 63% better Sysbench benchmark results

This post demonstrates how in our testing upgrading to Graviton4-based R8g instances on Amazon DocumentDB (with MongoDB compatibility) version 5.0 and 8.0 delivers up to 63% better...

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aws.amazon.com /1 month ago

Company-wise memory in Amazon Bedrock with Amazon Neptune and Mem0

Company-wise memory in Amazon Bedrock, powered by Amazon Neptune and Mem0, provides AI agents with persistent, company-specific context—enabling them to learn, adapt, and respond i...

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aws.amazon.com /1 month ago

Turbocharge your applications with Amazon DocumentDB 8.0

Amazon DocumentDB 8.0 brings in support for MongoDB 8.0 API driver compatibility while maintaining support for applications built using MongoDB API versions 6.0 and 7.0. This post...

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aws.amazon.com /3 weeks ago

Full-text, exact-match, range, and hybrid search on Amazon ElastiCache

New search capabilities are available in ElastiCache version 9.0 for Valkey. In this post, we walk through the new search capabilities, show how they work together, and build a sea...

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aws.amazon.com /3 weeks ago

Amazon Aurora DSQL for global-scale financial transactions

In this post, we first examine why traditional approaches to distributed consistency fall short for financial workloads. We then walk through how the Amazon Aurora DSQL architectur...

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aws.amazon.com /3 weeks ago

Announcing aggregations on Amazon ElastiCache

Amazon ElastiCache now supports aggregation queries, so you can filter, group, transform, and summarize data directly in your cache with a single query. This post walks through the...

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aws.amazon.com /1 month ago

How to build unified JSON search solutions in AWS

Using a movie streaming reference architecture, this post shows how to implement and sync operational, analytical, and search JSON workloads across AWS services. This pattern provi...

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aws.amazon.com /1 week ago

A systematic approach to benchmarking SQL processing engines on AWS

Selecting the right SQL processing solution for large-scale data analytics is a critical decision for organizations. As data volumes grow exponentially, the technology landscape ha...

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aws.amazon.com /3 days ago

Real-time personalized recommendations with Amazon SageMaker and Amazon-managed Valkey

Amazon receives millions of visits every day, and earning each customer’s trust visit after visit is the foundation that the store is built on. A meaningful part of that trust come...

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aws.amazon.com /3 days ago

AI-native, full-stack web apps with Vercel and AWS Databases

In this post, we show how the integration between Vercel and AWS Databases solves this and invite you to participate in the H0 hackathon.

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aws.amazon.com /3 weeks ago

Query billion-scale vectors with SQL: Integrating Amazon S3 Vectors and Aurora PostgreSQL

In this post, you’ll learn how to query Amazon S3 Vectors from Amazon Aurora PostgreSQL-Compatible Edition using standard SQL, and how to combine vector similarity results with rel...

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aws.amazon.com /1 month ago

Aurora Serverless: Faster performance, enhanced scaling, and still scales down to zero

Amazon Aurora Serverless is an on-demand, auto scaling configuration for Aurora that scales up to support your most demanding workloads and down to zero when you don’t need it. The...

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aws.amazon.com /1 month ago

Stream live data from Amazon Keyspaces to S3 vector for real time AI applications

In this post, you learn how to build a real-time AI movie recommendation system by streaming live data changes from Amazon Keyspaces to Amazon S3 vector storage. The post shows how...

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aws.amazon.com /1 month ago

Build and deploy an automatic sync solution for Amazon Bedrock Knowledge Bases

In this post, we explore an automated solution that detects S3 events and triggers ingestion jobs while respecting service quotas and providing comprehensive monitoring. This serve...

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aws.amazon.com /1 month ago

AWS purpose-built database recovery: A guide to business continuity and disaster recovery strategies

This post addresses recovery challenges in multi-database architectures, focusing on both low-consistency and mission-critical scenarios. We explore practical strategies for implem...

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aws.amazon.com /1 week ago

Deploying Amazon RDS for Db2 using Terraform

Customers running IBM Db2 workloads often ask for a repeatable, auditable way to provision Amazon RDS for Db2 that fits their existing infrastructure-as-code practice. In this post...

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aws.amazon.com /1 month ago

Ring’s Billion-Scale Semantic Video Search with Amazon RDS for PostgreSQL and pgvector

In this post, we share Ring’s billion-scale semantic video search on Amazon RDS for PostgreSQL with pgvector architectural decisions vs alternatives, cost-performance-scale challen...

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aws.amazon.com /2 weeks ago

How HotelTrader cut inter-AZ cost 95% and latency by 49% with Valkey GLIDE on Amazon ElastiCache

In this post, you learn how HotelTrader reduced inter-availability zone data transfer costs by 95% and improved average latency by 49% by migrating from the Redis Lettuce client to...

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aws.amazon.com /1 month ago

Accelerate database migration to Amazon Aurora DSQL with Kiro and Amazon Bedrock AgentCore

In this post, we walk through the steps to set up the custom migration assistant agent and migrate a PostgreSQL database to Aurora DSQL. We demonstrate how to use natural language...

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aws.amazon.com /1 month ago

How Kajabi optimized costs with Amazon Aurora upgrades

In this post, we show you how Kajabi navigated complex Aurora PostgreSQL database upgrades and achieved an 80.53% cost reduction through strategic planning and technical execution....

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aws.amazon.com /1 week ago

Amazon Aurora MySQL 8.4 is now generally available

Today, we are excited to announce the general availability of Amazon Aurora MySQL 8.4, our latest major version, compatible with community MySQL 8.4.7. This release marks an import...

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cloud.google.com /3 weeks ago

New Bigtable in-memory tier for sub-millisecond read latency

In the high-stakes world of digital infrastructure, speed isn't just a metric — it’s currency. At Google Cloud Next ‘26 we announced the Bigtable in-memory tier, a breakthrough for...

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