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Reminds me how Alibaba innovated in database space with a cluster of FPGAs doing LSM compaction with custom MySQL storage engine - https://dl.acm.org/doi/pdf/10
by matesz 1y ago
Reminds me how Alibaba innovated in database space with a cluster of FPGAs doing LSM compaction with custom MySQL storage engine - https://dl.acm.org/doi/pdf/10.1145/3299869.3314041 https://dl.acm.org/doi/pdf/10.1145/3299869.3314041
Basically they achieved massive improvements in throughput and latencies vs RocksDB, for some operations even an order of magnitude.
They even offered this as a service, but eventually pulled out. Not sure if they are still using it, but I was surprised that pretty much nobody else, as far as I am aware, is using any hardware acceleration for repetitive database workloads.
- donavanm 1y agoAWS was using in house hardware query acceleration in redshift a few years back https://aws.amazon.com/blogs/aws/new-aqua-advanced-query-accelerator-for-amazon-redshift/ https://aws.amazon.com/blogs/aws/new-aqua-advanced-query-acc.... I dont know how much attention its getting (or performance its bringing) since AWS started focusing more in P&L the past year or two.