DocumentCode
2582724
Title
Energy-aware communication and task scheduling for network-on-chip architectures under real-time constraints
Author
Hu, Jingcao ; Marculescu, Radu
Author_Institution
Carnegie Mellon Univ., Pittsburgh, PA, USA
Volume
1
fYear
2004
fDate
16-20 Feb. 2004
Firstpage
234
Abstract
In this paper, we present a novel energy-aware scheduling (EAS) algorithm which statically schedules both communication transactions and computation tasks onto heterogeneous network-on-chip (NoC) architectures under real-time constraints. Our algorithm automatically assigns tasks onto different processing elements and then schedules their execution. At the same time, the algorithm also takes into consideration the exact communication delay by scheduling communication transactions in parallel. As the main contribution, we first formulate the problem of concurrent communication and task scheduling for heterogeneous NoC architectures and then propose an efficient heuristic to solve it. Experimental results show that significant energy savings can be achieved by using our energy-aware scheduler while meeting the specified performance constraints. For instance, for a complex multimedia application, 44% energy savings have been observed, on average, compared to the schedules generated by a standard earliest-deadline-first scheduler.
Keywords
computer architecture; integrated circuit design; low-power electronics; processor scheduling; real-time systems; system-on-chip; EAS algorithm; NoC; communication delay; communication transactions; computation tasks; concurrent communication; energy-aware communication; energy-aware scheduling; multimedia application; network-on-chip architectures; processing elements; real-time constraints; task scheduling; Communication system control; Computer architecture; Delay effects; Embedded system; Energy consumption; Network-on-a-chip; Processor scheduling; Routing; Scheduling algorithm; Tiles;
fLanguage
English
Publisher
ieee
Conference_Titel
Design, Automation and Test in Europe Conference and Exhibition, 2004. Proceedings
ISSN
1530-1591
Print_ISBN
0-7695-2085-5
Type
conf
DOI
10.1109/DATE.2004.1268854
Filename
1268854
Link To Document