A paper is accepted in SC 2019: TriEC: Tripartite Graph Based Erasure Coding NIC Offload. This year, SC only had 72 papers being accepted directly and 15 papers asked for major revisions out of 344 initial submissions. This paper got accepted directly and nominated as a Best Student Paper (BSP) Finalist.
Congratulations to my student, Haiyang!
[SC'19] TriEC: Tripartite Graph Based Erasure Coding NIC Offload (Best Student Paper Finalist)
Haiyang Shi and Xiaoyi Lu.
In Proceedings of the 32nd International Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2019. (Acceptance Rate: 22.7%, 78/344)
Erasure Coding (EC) NIC offload is a promising technology for designing next-generation distributed storage systems. However, this paper has identified three major limitations of current-generation EC NIC offload schemes on modern SmartNICs. Thus, this paper proposes a new EC NIC offload paradigm based on the tripartite graph model, namely TriEC. TriEC supports both encode-and-send and receive-and-decode operations efficiently. Through theorem-based proofs, co-designs with memcached (i.e., TriEC-Cache), and extensive experiments, we show that TriEC is correct and can deliver better performance than the state-of-the-art EC NIC offload schemes (i.e., BiEC). Benchmark evaluations demonstrate that TriEC outperforms BiEC by up to 1.82x and 2.33x for encoding and recovering, respectively. With extended YCSB workloads, TriEC reduces the average write latency by up to 23.2% and the recovery time by up to 37.8%. TriEC outperforms BiEC by 1.32x for a full-node recovery with 8 million records.