Title :
Migration-aware loop retiming for STT-RAM based hybrid cache for embedded systems
Author :
Keni Qiu ; Mengying Zhao ; Chenchen Fu ; Liang Shi ; Xue, Chun Jason
Author_Institution :
Dept. of Comput. Sci., City Univ. of Hong Kong, Hong Kong, China
Abstract :
In hybrid cache architecture consisting of both STT-RAM and SRAM, migration based techniques have been proposed. The migration technique dynamically moves write-intensive and read-intensive data between STT-RAM and SRAM to explore the advantage of hybrid cache. Meanwhile, migrations induce extra read and write overhead during data movements. For loops with intensive data array operations, we observe that migration overhead is significant and migrations closely correlate to the interleaved read and write access pattern in a memory block. This paper proposes a loop retiming framework to reduce the migration overhead by changing the interleaved memory access pattern. The experimental results show that with the proposed method, migrations are significantly reduced without any hardware modification. As a result, energy efficiency and performance of hybrid cache can be improved.
Keywords :
SRAM chips; cache storage; embedded systems; interleaved storage; SRAM; STT-RAM based hybrid cache architecture; data movements; embedded systems; energy efficiency; extra read overhead induction; extra write overhead induction; intensive data array operations; interleaved memory access pattern; migration based techniques; migration overhead reduction; migration-aware loop retiming framework; nonvolatile memories; read-intensive data; write-intensive data; Arrays; Delays; Embedded systems; Heuristic algorithms; Random access memory; Vectors;
Conference_Titel :
Application-Specific Systems, Architectures and Processors (ASAP), 2013 IEEE 24th International Conference on
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4799-0494-5
DOI :
10.1109/ASAP.2013.6567555