Availability
Availability on Beyond Market Intelligence: a running collection of 2 stories we have gathered and hand-picked because they are worth your time. Every post here touches on availability in some way — the news, the analysis, the deep dives, and the occasional surprise find. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work with data. New stories are added to this page as we find them, so check back if you want to keep up with what is happening around availability, or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything Beyond Market Intelligence is covering right now.
DoorDash Uses Envoy and Valkey for a 1.5M RPS Proxy Cache with 99.99999% Availability
DoorDash achieves unparalleled data efficiency with Entity Cache, a novel proxy caching platform built on Envoy and Valkey. This innovative solution reduces redundant service-to-service requests within their microservices architecture, handling over 1.5 million requests per second with an impressive 99.99999% availability. Through caching, event-driven invalidation, and robust failure handling, Entity Cache optimizes performance and ensures consistent reliability. For those interested in exploring related advancements in data analysis, consider our survey on deep learning for scRNA-seq analysis.
How Uber Builds Zone-Failure-Resilient OpenSearch Clusters
Maintaining operational resilience is paramount, and Uber’s approach to zone-failure-resistant OpenSearch clusters exemplifies this. Claudio Masolo details how Uber ensures continuous query and ingestion capabilities even during zone outages, leveraging OpenSearch's shard allocation and a proprietary isolation-group system built on Odin. This innovative architecture delivers a robust foundation for data-driven decision-making. For further insights into the challenges of AI agent evaluation, explore our related article, "The agent evaluation gap."