Contention-aware routing for thermal-reliable optical networks-on-chip

Optical network-on-chip (ONoC) architecture offers ultrahigh bandwidth, low latency, and low power dissipation for new-generation manycore systems. However, the benefits in communication performance and energy efficiency will be diminished by communication contention. The intrinsic thermal susceptib...

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Main Authors: Li, Mengquan, Liu, Weichen, Duong, Luan H. K., Chen, Peng, Yang, Lei, Xiao, Chunhua
Other Authors: School of Computer Science and Engineering
Format: Article
Language:English
Published: 2021
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Online Access:https://hdl.handle.net/10356/146079
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1460792023-12-15T04:13:42Z Contention-aware routing for thermal-reliable optical networks-on-chip Li, Mengquan Liu, Weichen Duong, Luan H. K. Chen, Peng Yang, Lei Xiao, Chunhua School of Computer Science and Engineering Engineering::Computer science and engineering Routing Optical Switches Optical network-on-chip (ONoC) architecture offers ultrahigh bandwidth, low latency, and low power dissipation for new-generation manycore systems. However, the benefits in communication performance and energy efficiency will be diminished by communication contention. The intrinsic thermal susceptibility is another challenge for ONoC designs. Under on-chip temperature variations, core functional devices suffer from significant thermal-induced optical power loss, which seriously threatens ONoCs’ reliability. In this article, we develop novel routing techniques to resolve both issues for ONoCs. By analyzing the thermal effect in ONoCs, we first present a routing criterion at the network level. Combined with device-level thermal tuning, it can implement thermal-reliable ONoCs. Two routing approaches, including a mixed-integer linear programming (MILP) model and a heuristic algorithm (called CAR), are further proposed to minimize communication conflicts based on guaranteed thermal reliability, and meanwhile, maximize the communication energy efficiency in the presence of on-chip thermal variations. By applying the criterion, our approaches achieve excellent performance with largely reduced complexity of design space exploration. The evaluation results based on both synthetic traffic patterns and realistic benchmarks validate the effectiveness of our approaches with an average of 126.95% improvement in communication performance and 16.12% reduction in energy overhead compared to state-of-the-art techniques. CAR only introduces 7.20% performance difference compared to the MILP model and is more scalable to large-size ONoCs. Ministry of Education (MOE) This work is partially supported by the the National Natural Science Foundation of China (NSFC No. 61772094), and partially supported by the Ministry of Education, Singapore, under its Academic Research Fund Tier 2 (MOE2019-T2-1- 071) and Tier 1 (MOE2019-T1-001-072), and Nanyang Technological University, Singapore, under its NAP (M4082282) and SUG (M4082087). 2021-01-26T01:12:57Z 2021-01-26T01:12:57Z 2020 Journal Article Li, M., Liu, W., Duong, L. H. K., Chen, P., Yang, L., & Xiao, C. (2021). Contention-aware routing for thermal-reliable optical networks-on-chip. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 40(2), 260-273. doi:10.1109/TCAD.2020.2994261 0278-0070 https://hdl.handle.net/10356/146079 10.1109/TCAD.2020.2994261 2 40 260 273 en IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 10.21979/N9/FUJ0OE © 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The published version is available at: https://doi.org/10.1109/TCAD.2020.2994261 application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Computer science and engineering
Routing
Optical Switches
spellingShingle Engineering::Computer science and engineering
Routing
Optical Switches
Li, Mengquan
Liu, Weichen
Duong, Luan H. K.
Chen, Peng
Yang, Lei
Xiao, Chunhua
Contention-aware routing for thermal-reliable optical networks-on-chip
description Optical network-on-chip (ONoC) architecture offers ultrahigh bandwidth, low latency, and low power dissipation for new-generation manycore systems. However, the benefits in communication performance and energy efficiency will be diminished by communication contention. The intrinsic thermal susceptibility is another challenge for ONoC designs. Under on-chip temperature variations, core functional devices suffer from significant thermal-induced optical power loss, which seriously threatens ONoCs’ reliability. In this article, we develop novel routing techniques to resolve both issues for ONoCs. By analyzing the thermal effect in ONoCs, we first present a routing criterion at the network level. Combined with device-level thermal tuning, it can implement thermal-reliable ONoCs. Two routing approaches, including a mixed-integer linear programming (MILP) model and a heuristic algorithm (called CAR), are further proposed to minimize communication conflicts based on guaranteed thermal reliability, and meanwhile, maximize the communication energy efficiency in the presence of on-chip thermal variations. By applying the criterion, our approaches achieve excellent performance with largely reduced complexity of design space exploration. The evaluation results based on both synthetic traffic patterns and realistic benchmarks validate the effectiveness of our approaches with an average of 126.95% improvement in communication performance and 16.12% reduction in energy overhead compared to state-of-the-art techniques. CAR only introduces 7.20% performance difference compared to the MILP model and is more scalable to large-size ONoCs.
author2 School of Computer Science and Engineering
author_facet School of Computer Science and Engineering
Li, Mengquan
Liu, Weichen
Duong, Luan H. K.
Chen, Peng
Yang, Lei
Xiao, Chunhua
format Article
author Li, Mengquan
Liu, Weichen
Duong, Luan H. K.
Chen, Peng
Yang, Lei
Xiao, Chunhua
author_sort Li, Mengquan
title Contention-aware routing for thermal-reliable optical networks-on-chip
title_short Contention-aware routing for thermal-reliable optical networks-on-chip
title_full Contention-aware routing for thermal-reliable optical networks-on-chip
title_fullStr Contention-aware routing for thermal-reliable optical networks-on-chip
title_full_unstemmed Contention-aware routing for thermal-reliable optical networks-on-chip
title_sort contention-aware routing for thermal-reliable optical networks-on-chip
publishDate 2021
url https://hdl.handle.net/10356/146079
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