DocumentCode :
25613
Title :
IsoNet: Hardware-Based Job Queue Management for Many-Core Architectures
Author :
Junghee Lee ; Nicopoulos, C. ; Hyung Gyu Lee ; Panth, Shreepad ; Sung Kyu Lim ; Jongman Kim
Author_Institution :
Georgia Inst. of Technol., Atlanta, GA, USA
Volume :
21
Issue :
6
fYear :
2013
fDate :
Jun-13
Firstpage :
1080
Lastpage :
1093
Abstract :
Imbalanced distribution of workloads across a chip multiprocessor (CMP) constitutes wasteful use of resources. Most existing load distribution and balancing techniques employ very limited hardware support and rely predominantly on software for their operation. This paper introduces IsoNet, a hardware-based conflict-free dynamic load distribution and balancing engine. IsoNet is a lightweight job queue manager responsible for administering the list of jobs to be executed, and maintaining load balance among all CMP cores. By exploiting a micro-network of load-balancing modules, the proposed mechanism is shown to effectively reinforce concurrent computation in many-core environments. Detailed evaluation using a full-system simulation framework indicates that IsoNet significantly outperforms existing techniques and scales efficiently to as many as 1024 cores. Furthermore, to assess its feasibility, the IsoNet design is synthesized, placed, and routed in 45-nm VLSI technology. Analysis of the resulting low-level implementation shows that IsoNet´s area and power overhead are almost negligible.
Keywords :
microprocessor chips; multiprocessing systems; queueing theory; CMP; IsoNet; VLSI technology; chip multiprocessor; conflict-free dynamic load distribution; hardware-based job queue management; lightweight job queue manager; load balancing; many-core architectures; micronetwork; size 45 nm; Computer architecture; Hardware; Instruction sets; Load management; Parallel processing; Job queue; load balancing; many-core; multicore;
fLanguage :
English
Journal_Title :
Very Large Scale Integration (VLSI) Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-8210
Type :
jour
DOI :
10.1109/TVLSI.2012.2202699
Filename :
6243223
Link To Document :
بازگشت