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
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;
Conference_Titel :
Design, Automation and Test in Europe Conference and Exhibition, 2004. Proceedings
Print_ISBN :
0-7695-2085-5
DOI :
10.1109/DATE.2004.1268854