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Fargraph: Optimizing Graph Workload on RDMA-Based Far Memory Architecture
Event Type
Posters
Research Posters
Registration Categories
TP
XO / EX
TimeThursday, 18 November 20218:30am - 5pm CST
LocationSecond Floor Atrium
DescriptionDisaggregated architecture brings new opportunities to memory-consuming applications like graph analytics. It allows one to outspread memory access pressure from local to far memory, providing an attractive alternative to disk-based processing. In this paper, we take the first step to analyze the impact of graph processing workload on disaggregated architecture. We design Fargraph, a far memory coordination strategy for enhancing graph processing workloads on top of an RDMA-based far memory system.
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