Title :
Cache-aware SPM allocation algorithms for hybrid SPM-cache architectures
Author :
Lan Wu ; Wei Zhang
Abstract :
In this paper, we explore 6 SPM allocation algorithms to improve performance or energy efficiency for Hybrid SPM-Cache (HSC) architectures, including 4 heuristic-based algorithms and 2 optimal algorithms based on model checking. Our experimental results show that the Greedy Stack Distance based Allocation for Energy (GSDA-E) algorithm can efficiently minimize the energy consumption and achieve near optimal performance results.
Keywords :
cache storage; energy conservation; formal verification; greedy algorithms; GSDA-E algorithm; HSC architectures; cache-aware SPM allocation algorithms; energy consumption; energy efficiency; greedy stack distance based allocation for energy algorithm; heuristic-based algorithms; hybrid SPM-cache architectures; model checking; optimal algorithms; scratch-pad memories; Algorithm design and analysis; Energy consumption; Heuristic algorithms; Mathematical model; Memory management; Resource management; Cache Memories; Model Checking; SPM Allocation; Scratch-Pad Memories (SPMs); Stack Distance;
Conference_Titel :
Quality Electronic Design (ISQED), 2015 16th International Symposium on
Conference_Location :
Santa Clara, CA
Print_ISBN :
978-1-4799-7580-8
DOI :
10.1109/ISQED.2015.7085411