CPHASH: A Cache-Partitioned Hash Table

CPHASH is a concurrent hash table for multicore processors. CPHASH partitions its table across the caches of cores and uses message passing to transfer lookups/inserts to a partition. CPHASH's message passing avoids the need for locks, pipelines batches of asynchronous messages, and packs multiple messages into a single cache line transfer. Experiments on a 80-core machine with 2 hardware threads per core show that CPHASH has ~ 1.6? higher throughput than a hash table implemented using fine-grained locks. An analysis shows that CPHASH wins because it experiences fewer cache misses and its cache misses are less expensive, because of less contention for the on-chip interconnect and DRAM.

Provided by: Massachusetts Institute of Technology Topic: Data Centers Date Added: Nov 2011 Format: PDF

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