AWS Big Data Blog

Category: Customer Solutions

Fresher insights, faster decisions: talabat’s near-real-time analytics across AWS and Google Cloud

Fresher insights, faster decisions: talabat’s near-real-time analytics across AWS and Google Cloud

Leading everyday app across the Middle East and North Africa, talabat, built a hybrid multi-cloud lakehouse that keeps a single Apache Iceberg copy of streaming data on Amazon S3 Tables while letting Google BigQuery query it in place, eliminating cross-cloud data duplication and schema-synchronization overhead.

How Zepto powers sub-second search using OpenSearch Service OR2 instances

How Zepto powers sub-second search using OpenSearch Service OR2 instances

Learn how Zepto, India’s fast-growing quick-commerce platform, migrated Amazon OpenSearch Service to OpenSearch Optimized (OR2) instances to scale sub-second product search across hundreds of delivery hubs, achieving over 100% higher indexing throughput and 30% cost savings while serving the same workload on two-thirds the data nodes.

NaranjaX manages multiple Amazon MSK Serverless clusters in different accounts from their IDP using AWS RAM and Route 53

NaranjaX manages multiple Amazon MSK Serverless clusters in different accounts from their IDP using AWS RAM and Route 53

Learn how NaranjaX built a cross-account, many-to-many connectivity model for Amazon MSK Serverless using AWS Resource Access Manager and Amazon Route 53 Resolver, so teams across more than 40 AWS accounts can adopt event-driven architecture from a centralized internal developer platform.

How AppFolio transformed its data streaming architecture with Amazon MSK Express brokers

How AppFolio transformed its data streaming architecture with Amazon MSK Express brokers

Learn how AppFolio transformed its data streaming architecture by adopting Amazon MSK Express brokers, replacing hours-long rebalances and manual storage planning with a platform that scales automatically across workload-isolated clusters.

How a team at Epic Games tuned Amazon OpenSearch Service for Fortnite analytics

How a team at Epic Games tuned Amazon OpenSearch Service for Fortnite analytics

Learn how a team at Epic Games tuned their Amazon OpenSearch Service cluster for Fortnite analytics. This post details how Epic Games partnered with AWS to right-size instances, rebalance shards, optimize index mappings, and upgrade engine and Graviton versions, improving query latency and throughput while reducing costs.

Scaling fine-grained access control for enterprise lakehouse using SageMaker Unified Studio and AWS Lake Formation

Scaling fine-grained access control for enterprise lakehouse using SageMaker Unified Studio and AWS Lake Formation

As enterprise lakehouses grow to thousands of tables across business domains and regions, fine-grained access control becomes a governance bottleneck. This post shows how to combine AWS IAM Identity Center, AWS Lake Formation tag-based access control, and trusted identity propagation in Amazon SageMaker Unified Studio for automated, auditable, least-privilege access.

Transforming search at Delivery Hero: A migration journey to OpenSearch Service with radial search

In this post, we walk through how Delivery Hero migrated their semantic search infrastructure to Amazon OpenSearch Service, why they chose radial search over traditional k-nearest neighbor (k-NN) search, and the optimizations that made the system fast, cost-effective, and flexible for experimentation.

Alight OpenSearch Service architecture showing cross-account log ingestion from Amazon ECS and Amazon EC2 workloads through OpenSearch Ingestion to Amazon OpenSearch Service

How Alight Solutions achieved 55% cost savings with Amazon OpenSearch Service

In this post, we share how Alight Solutions migrated from self-managed Elasticsearch to Amazon OpenSearch Service. The migration achieved a 55% cost reduction, alleviated approximately 2,000 hours per year of operational overhead, and gave Alight access to advanced observability features they could not prioritize before.

Multi-cloud lakehouse architecture on AWS for Agentic AI, Part 1: Architecture and best practices

Multi-cloud lakehouse architecture on AWS for Agentic AI, Part 1: Architecture and best practices

This post focuses on explaining the architecture approach to build the open lakehouse architecture on AWS, unifying the metadata catalog across providers for the AI agents to access. In addition, it highlights the architecture trade-offs and best practices.

How Razorpay Built Real-Time Anomaly Detection with Amazon MSK

In this post, we explore Razorpay’s anomaly detection and alerting platform (ADA) architecture using Amazon Managed Streaming for Apache Kafka (Amazon MSK) and other AWS services. According to Razorpay the system detects transaction anomalies in under 30 seconds, supports thousands of merchant-level alerts, and reduced monitoring costs by approximately 80 percent. The platform maintains 99.99 percent uptime for over 500 million transactions per month.