NGraph: Parallel Graph Processing in Hybrid Memory Systems

NGraph: Parallel Graph Processing in Hybrid Memory Systems

Big data applications like graph processing are highly imposed on memory capacity. Byte-addressable non-volatile memory (NVM) technologies can offer much larger memory capacity, lower cost per bit relative to traditional DRAM. They are expected to play a crucial role in mitigating I/O operations for...

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Bibliographic Details
Main Authors: Wei Liu, Haikun Liu, Xiaofei Liao, Hai Jin, Yu Zhang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Graph processing
data placement
graph partitioning
DRAM/NVM hybrid memory
Online Access:https://ieeexplore.ieee.org/document/8772041/

Internet

https://ieeexplore.ieee.org/document/8772041/

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