GraphMMU: Memory Management Unit for Sparse Graph Accelerators

Memory management units that use low-level AXI descriptor chains to hold irregular graph-oriented access sequences can help improve DRAM memory throughput of graph algorithms by almost an order of magnitude. For the Xilinx Zed board, we explore and compare the memory throughputs achievable when usin...

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Bibliographic Details
Main Authors: Han, Jianglei, Kapre, Nachiket, Bean, Andrew, Moorthy, Pradeep, Siddhartha
Other Authors: School of Computer Engineering
Format: Conference Paper
Language:English
Published: 2015
Subjects:
Online Access:https://hdl.handle.net/10356/81201
http://hdl.handle.net/10220/39176