TY - GEN
T1 - Redesigning LSMs for nonvolatile memory with novelsm
AU - Kannan, Sudarsun
AU - Arpaci-Dusseau, Andrea
AU - Bhat, Nitish
AU - Gavrilovska, Ada
AU - Arpaci-Dusseau, Remzi
PY - 2020/1/1
Y1 - 2020/1/1
N2 - We present NoveLSM, a persistent LSM-based key-value storage system designed to exploit non-volatile memories and deliver low latency and high throughput to applications. We utilize three key techniques - a byte-addressable skip list, direct mutability of persistent state, and opportunistic read parallelism - to deliver high performance across a range of workload scenarios. Our analysis with popular benchmarks and real-world workload reveal up to a 3.8x and 2x reduction in write and read access latency compared to LevelDB. Storing all the data in a persistent skip list and avoiding block I/O provides more than 5x and 1.9x higher write throughput over LevelDB and RocksDB. Recovery time improves substantially with NoveLSM's persistent skip list.
AB - We present NoveLSM, a persistent LSM-based key-value storage system designed to exploit non-volatile memories and deliver low latency and high throughput to applications. We utilize three key techniques - a byte-addressable skip list, direct mutability of persistent state, and opportunistic read parallelism - to deliver high performance across a range of workload scenarios. Our analysis with popular benchmarks and real-world workload reveal up to a 3.8x and 2x reduction in write and read access latency compared to LevelDB. Storing all the data in a persistent skip list and avoiding block I/O provides more than 5x and 1.9x higher write throughput over LevelDB and RocksDB. Recovery time improves substantially with NoveLSM's persistent skip list.
UR - http://www.scopus.com/inward/record.url?scp=85077459615&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85077459615&partnerID=8YFLogxK
M3 - Conference contribution
T3 - Proceedings of the 2018 USENIX Annual Technical Conference, USENIX ATC 2018
SP - 993
EP - 1005
BT - Proceedings of the 2018 USENIX Annual Technical Conference, USENIX ATC 2018
PB - USENIX Association
T2 - 2018 USENIX Annual Technical Conference, USENIX ATC 2018
Y2 - 11 July 2018 through 13 July 2018
ER -