Title :
WCET-Aware Energy-Efficient Data Allocation on Scratchpad Memory for Real-Time Embedded Systems
Author :
Zhu Wang ; Zonghua Gu ; Zili Shao
Author_Institution :
Coll. of Comput. Sci., Zhejiang Univ., Hangzhou, China
Abstract :
Scratchpad memory (SPM) is a software-managed, small, on-chip form of memory. For real-time embedded systems, worst case execution time (WCET) is more important than average-case performance. We address the problem of allocating program data variables between main memory and SPM to minimize the energy consumption due to data variable accesses, while respecting a given upper bound on a program´s WCET. We present an optimal branch-and-bound algorithm; and an efficient heuristic algorithm. Our approach provides a flexible framework for the designer to perform tradeoff analysis between the program WCET and the energy consumption based on application requirements.
Keywords :
embedded systems; power aware computing; random-access storage; tree searching; WCET-aware energy-efficient data allocation; energy consumption; heuristic algorithm; on-chip memory; optimal branch-and-bound algorithm; program WCET; program data variable allocation; real-time embedded systems; scratchpad memory; worst case execution time; Energy consumption; Heuristic algorithms; Memory management; Nonvolatile memory; Program processors; Resource management; Upper bound; Embedded systems; scratchpad memory (SPM); worst case execution time (WCET); worst case execution time (WCET).;
Journal_Title :
Very Large Scale Integration (VLSI) Systems, IEEE Transactions on
DOI :
10.1109/TVLSI.2014.2379635