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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 /1 week ago

Best practices for Amazon DynamoDB Global Tables – Part 1: Operational readiness

This is Part 1 of a series on best practices for DynamoDB global tables. In this post, we focus on preparation: understanding how replication works, what your resilience posture lo...

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aws.amazon.com /2 weeks ago

Filter, transform, and load your DynamoDB table exports using AWS Glue

In this post, we show how you can load (import) an Amazon DynamoDB full or incremental table export into a second DynamoDB table with precise control over what gets loaded, at what...

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aws.amazon.com /2 weeks ago

Zero-downtime DynamoDB construct migration: from Table to TableV2 with cdk orphan

In this post, we show you how to use the new cdk orphan command to safely migrate a DynamoDB table from the Table construct to TableV2 with zero downtime. Your data stays intact, s...

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aws.amazon.com /2 weeks ago

Improve DynamoDB analytics with AWS Glue zero-ETL schema and partition controls

In this post, you learn how to replicate Amazon DynamoDB data to Apache Iceberg tables in Amazon S3 through a zero-ETL integration. We walk through the challenges that the DynamoDB...

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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 /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 week ago

Best practices for Amazon DynamoDB Global Tables – Part 3: Validating regional resilience with AWS Fault Injection Servi...

In this post, we show you how to use AWS Fault Injection Service (AWS FIS) to validate that your application handles regional disruptions the way you expect, by running controlled...

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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 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 /1 week ago

Best practices for Amazon DynamoDB Global Tables – Part 2: Failover strategies

In this post we cover the two primary failover strategies for DynamoDB global tables, the tradeoffs between them, and the operational considerations that you must be aware of durin...

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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 /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 /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 /2 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 /1 week ago

Nine Entertainment’s journey: Achieving 98% cost savings with Amazon ElastiCache Serverless for Valkey

In this post we demonstrate how Nine Entertainment achieved a 98% cost reduction by migrating to Amazon ElastiCache Serverless for Valkey while improving scalability and eliminatin...

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vmblog.com /1 month ago

Best 5 AWS Data Migration Service (DMS) Alternatives in 2026

AWS Database Migration Service remains a familiar starting point for teams that need to migrate data between databases, cloud platforms,

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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

Migrating data from an Amazon Aurora snapshot into Amazon Aurora DSQL

In this post, we demonstrate how to use AWS Glue to migrate data from an Amazon Aurora database snapshot into an Aurora DSQL cluster.

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aws.amazon.com /2 weeks ago

Optimize Amazon S3 Tables queries with Amazon Redshift

This is the third post in our S3 Tables and Amazon Redshift series. The first post covered getting started with querying Apache Iceberg tables, and the second post walked through e...

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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 /1 week ago

Build petabyte-scale synthetic test data with Amazon EMR on EC2

As data volumes grow from terabytes to petabytes, the architecture for generating synthetic data must evolve to meet increasing demands for scale, performance, and data quality. In...

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