DNP-VYT - AWS re:Invent 2023 - (DAT206)
summary
Aerospike on AWS serves as a real, operational feature store and low‑latency database: FreeWheel handles 216 billion bid requests/day with bid responses in ~30 ms and P50 lookups under sub‑millisecond lookups; Riskified runs real‑time fraud decisions with a chargeable‑guarantee model and global, horizontally scalable storage. AWS Nitro SSD and Graviton optimizations yield measured gains (Aerospike shows 70% more performance / 25% TCO in tests) and Aerospike adds in‑memory, hybrid, graph and upcoming vector support to keep these pipelines reliable at scale and working in production.
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