DocumentCode
3600862
Title
A Flexible Energy- and Reliability-Aware Application Mapping for NoC-Based Reconfigurable Architectures
Author
Leibo Liu ; Chen Wu ; Chenchen Deng ; Shouyi Yin ; Qinghua Wu ; Jie Han ; Shaojun Wei
Author_Institution
Nat. Lab. for Inf. Sci. & Technol., Tsinghua Univ., Beijing, China
Volume
23
Issue
11
fYear
2015
Firstpage
2566
Lastpage
2580
Abstract
This paper proposes a flexible energy- and reliability-aware application mapping approach for network-on-chip (NoC)-based reconfigurable architecture. A parameterized cost model is first developed by combining energy and reliability with a weight parameter that defines the optimization priority. Using this model, the overall mapping cost could be evaluated. Subsequently, a mapping method using branch and bound with a partial cost ratio is employed to find the best mapping by enumerating all the possible patterns organized in a search tree. To improve the search efficiency, nonoptimal mappings are discarded at early stages using the partial cost ratio. Using the proposed approach, applications can be mapped onto most NoC topologies and running with various routing algorithms when considering both energy and reliability. Other state-of-the-art works have also done substantial research for the same topic but only limited to a specific topology or routing algorithm. Even for the same topology and routing algorithm, the proposed approach still shows considerable advantages in many aspects. Experiments show that this approach gains not only significant reduction in energy but also improvement in reliability. It also outperforms other approaches in throughput and latency with competitive run time.
Keywords
network-on-chip; optimisation; tree searching; NoC-based reconfigurable architecture; flexible energy; network-on-chip; optimization priority; parameterized cost model; partial cost ratio; reliability-aware application mapping; search tree; Computer architecture; Energy consumption; Routing; Telecommunication network reliability; Throughput; Topology; Energy; mapping algorithm; network on chip (NoC); reconfigurable hardware; reliability; reliability.;
fLanguage
English
Journal_Title
Very Large Scale Integration (VLSI) Systems, IEEE Transactions on
Publisher
ieee
ISSN
1063-8210
Type
jour
DOI
10.1109/TVLSI.2014.2367108
Filename
6964809
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