Title :
Energy-Aware Communication and Remapping of Tasks for Reliable Multimedia Multiprocessor Systems
Author :
Das, Aruneema ; Kumar, Ajit ; Veeravalli, Bharadwaj
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore, Singapore
Abstract :
Shrinking transistor geometries, aggressive voltage scaling and higher operating frequencies have negatively impacted the dependability of embedded multiprocessor systems-on-chip (MPSoCs). Fault-tolerance and energy efficiency are the two most desired features of modern-day MPSoCs. For most of the multimedia applications, task communication energy constitutes more than 40% of the overall application energy. In this paper, an integer linear programming (ILP) based approach is proposed to reduce the communication energy and fault-tolerant migration overhead of throughput-constrained multimedia applications modeled using synchronous data flow graphs (SDFGs). The ILP is solved at compile-time for all fault-scenarios to generate task-core mappings satisfying an application throughput requirement. These mappings are stored in a table which is looked up at run-time as and when faults occur. Experiments conducted with real and synthetic applications demonstrate that the proposed technique reduces communication energy by an average 40% and migration overhead by 33% as compared to the existing fault-tolerant techniques.
Keywords :
computational geometry; data flow graphs; embedded systems; fault tolerant computing; integer programming; linear programming; multimedia communication; multiprocessing systems; power aware computing; system-on-chip; transistor circuits; ILP; MPSoC; SDFG; aggressive voltage scaling; application throughput requirement; communication energy reduction; embedded multiprocessor systems-on-chip; energy efficiency; energy-aware communication; fault-tolerant migration overhead; higher operating frequencies; integer linear programming based approach; reliable multimedia multiprocessor systems; shrinking transistor geometries; synchronous data flow graphs; task communication energy; task remapping; task-core mappings; throughput-constrained multimedia applications; Fault tolerance; Fault tolerant systems; Minimization; Multimedia communication; Throughput; Tiles; Transient analysis; Communication Energy; Fault-Tolerance; Linear Programming; Synchronous Data Flow Graph; Task Mapping;
Conference_Titel :
Parallel and Distributed Systems (ICPADS), 2012 IEEE 18th International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4673-4565-1
Electronic_ISBN :
1521-9097
DOI :
10.1109/ICPADS.2012.82