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DTSTART:19700308T020000
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BEGIN:VEVENT
DTSTAMP:20260522T150124Z
LOCATION:D221
DTSTART;TZID=America/Chicago:20181113T140000
DTEND;TZID=America/Chicago:20181113T141500
UID:submissions.supercomputing.org_SC18_sess278_drs119@linklings.com
SUMMARY:Enabling Efficient Data Infrastructure and Analytics on HPC System
 s
DESCRIPTION:Huansong Fu and Weikuan Yu (Florida State University)\n\nWe pr
 opose to leverage PGAS and one-sided communication for building data infra
 structure and analytics frameworks on HPC systems. Specifically, we have d
 eveloped SHMEMCache, a distributed in-memory key-value store and SHMEMGrap
 h, a balanced graph processing framework. We have tackled unique challenge
 s in data consistency, load balancing, etc. with novel design features. Th
 e experimental results show that SHMEMCache achieves significant performan
 ce improvements over other KV stores such as Memcached in terms of latency
  and throughput. In addition, SHMEMGraph achieves an average improvement o
 f 35.5% in terms of job completion time compared to a state-of-the-art gra
 ph processing system called Gemini.\n\nTag: Compilers, Data Analytics, Dat
 a Management, GPUs, MPI, OS and Runtime Systems, Doctoral Showcase\n\nRegi
 stration Category: Workshop Reg Pass, Tutorial Reg Pass, Tech Program Reg 
 Pass, Exhibits Reg Pass, Exhibits - Exhibit Hall Only Reg Pass\n\nSession 
 Chair: Kamesh Madduri (Pennsylvania State University)\n\n
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