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A Multi-Objective Perspective for Operator Scheduling Using Finegrained DVS Architectures

Authors: Rajdeep Mukherjee; Priyankar Ghosh; Pallab Dasgupta; Ajit Pal;

A Multi-Objective Perspective for Operator Scheduling Using Finegrained DVS Architectures

Abstract

The stringent power budget of fine grained power managed digital integrated circuits have driven chip designers to optimize power at the cost of area and delay, which were the traditional cost criteria for circuit optimization. The emerging scenario motivates us to revisit the classical operator scheduling problem under the availability of DVFS enabled functional units that can trade-off cycles with power. We study the design space defined due to this trade-off and present a branch-and-bound(B/B) algorithm to explore this state space and report the pareto-optimal front with respect to area and power. The scheduling also aims at maximum resource sharing and is able to attain sufficient area and power gains for complex benchmarks when timing constraints are relaxed by sufficient amount. Experimental results show that the algorithm that operates without any user constraint(area/power) is able to solve the problem for most available benchmarks, and the use of power budget or area budget constraints leads to significant performance gain.

18 pages, 6 figures, International journal of VLSI design & Communication Systems (VLSICS)

Keywords

FOS: Computer and information sciences, B.5.2, Branch-and- Bound, Scheduling, Computer Science - Other Computer Science, Other Computer Science (cs.OH), Pareto-optimal, Fine-grained DVS

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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