Title :
Fine-grained runtime power budgeting for networks-on-chip
Author :
Xiaohang Wang ; Tengfei Wang ; Mak, Terrence ; Mei Yang ; Yingtao Jiang ; Daneshtalab, Masoud
Author_Institution :
Guangzhou Inst. of Adv. Technol., Guangzhou, China
Abstract :
Power budgeting for NoC needs to be performed to meet limited power budget while assuring the best possible overall system performance. For simplicity and ease of implementation, existing NoC power budgeting schemes, irrespective of the fact that the packet arrival rates of different NoC routers may vary significantly, treat all the individual routers indiscriminately when allocating power to them. However, such homogeneous power allocation may provide excess power to routers with low packet arrival rates whereas insufficient power to those with high arrival rates. In this paper, we formulate the NoC power budgeting problem as to optimize the network performance over a power budget through per-router frequency scaling, taking into account of heterogeneous packet arrival rates across different routers as imposed by run time traffic dynamics. Correspondingly, we propose a fine-grained solution using an agile dynamic programming network with a linear time complexity. In essence, frequency of a router is set individually according to its contribution to the average network latency while meeting the power budget. Experimental results have confirmed that with fairly low runtime and hardware overhead, the proposed scheme can help save up to 50% application execution time when compared with the best existing methods.
Keywords :
dynamic programming; network routing; network-on-chip; telecommunication power management; NoC; dynamic programming network; networks-on-chip; power allocation; power budgeting; Analytical models; Dynamic programming; Electronic mail; Ports (Computers); Power demand; Runtime; System performance;
Conference_Titel :
Design Automation Conference (ASP-DAC), 2015 20th Asia and South Pacific
Conference_Location :
Chiba
Print_ISBN :
978-1-4799-7790-1
DOI :
10.1109/ASPDAC.2015.7058998