journal article·2022Open access

STTAR: A Traffic- and Thermal-Aware Adaptive Routing for 3D Network-on-Chip Systems

Juan Fang, Yunfei Mao, Min Cai, Li’ang Zhao, Huijie Chen, Wei Xiang

Computers, Materials & Continua· Volume 72· Issue 3

Abstract

Since the three-dimensional Network on Chip (3D NoC) uses through-silicon via technology to connect the chips, each silicon layer is conducted through heterogeneous thermal, and 3D NoC system suffers from thermal problems. To alleviate the seriousness of the thermal problem, the distribution of data packets usually relies on traffic information or historical temperature information. However, thermal problems in 3D NoC cannot be solved only based on traffic or temperature information. Therefore, we propose a Score-Based Traffic- and Thermal-Aware Adaptive Routing (STTAR) that applies traffic load and temperature information to routing. First, the STTAR dynamically adjusts the input and output buffer lengths of each router with traffic load information to limit routing resources in overheated areas and control the rate of temperature rise. Second, STTAR adopts a scoring strategy based on temperature and the number of free slots in the buffer to avoid data packets being transmitted to high-temperature areas and congested areas and to improve the rationality of selecting routing output nodes. In our experiments, the proposed scoring Score-Based Traffic- and Thermal-Aware Adaptive Routing (STTAR) scheme can increase the throughput by about 14.98% to 47.90% and reduce the delay by about 10.80% to 35.36% compared with the previous works.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Interconnection Networks and Systems · Advanced Memory and Neural Computing · 3D IC and TSV technologies

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (28)

Show source-provided references
1. Analytical fault tolerance assessment and metrics for tsv-based 3d network-on-chip10.1109/TC.2015.2401016 ↗
2. Exploring 3d network-on-chip architectures and challenges
3. Mapping system-onchip designs from 2-d to 3-d ics
4. 3-D topologies for networks-on-chip10.1109/TVLSI.2007.893649 ↗
5. Experimental investigation on the performance of heat pump operating with copper and alumina nanofluids10.32604/cmc.2021.012041 ↗
6. Die stacking (3d) microarchitecture
7. Thermal runaway in integrated circuits10.1109/TDMR.2006.876577 ↗
8. A robust 3-d medical watermarking based on wavelet transform for data protection10.32604/csse.2022.022305 ↗
9. Traffic-thermal mutual-coupling co-simulation platform for three-dimensional network-on-chip
10. Thermal modeling, characterization and management of on-chip networks
11. Traffic- and thermal-aware run-time thermal management scheme for 3d noc systems
12. Thermal-aware dynamic buffer allocation for proactive routing algorithm on 3d network-on-chip systems
13. Design of thermal management unit with vertical throttling scheme for proactive thermal-aware 3d noc systems
14. A low overhead fault-aware deflection routing algorithm for 3d network-on-chip
15. Afra: A low cost high performance reliable routing for 3d mesh nocs
16. Transport layer assisted routing for non-stationary irregular mesh of thermal-aware 3d network-on-chip systems
17. Traffic- and thermal-aware adaptive beltway routing for three dimensional network-on-chip systems
18. Topology aware adaptive routing for nonstationary irregular mesh in throttled 3d noc systems10.1109/TPDS.2012.291 ↗
19. Transfer learning model to indicate heart health status using phonocardiogram10.32604/cmc.2021.019178 ↗
20. Proactive thermal budget-based beltway routing algorithm for thermal-aware 3d noc systems
21. Game-based thermal-delay-aware adaptive routing (gtdar) for temperature-aware 3d network-on-chip systems10.1109/TPDS.2018.2812164 ↗
22. Thermal-aware dynamic buffer allocation for proactive routing algorithm on 3d network-on-chip systems
23. Cdlstm: A novel model for climate change forecasting10.32604/cmc.2022.023059 ↗
24. Rc-based temperature prediction scheme for proactive dynamic thermal management in throttle-based 3d nocs10.1109/TPDS.2014.2308206 ↗
25. Deformation expression of soft tissue based on bp neural network10.32604/iasc.2022.016543 ↗
26. Noxim: An open, extensible and cycle-accurate network on chip simulator
27. Hotspot: A compact thermal modeling methodology for early-stage vlsi design10.1109/TVLSI.2006.876103 ↗
28. The effect of virtual channel organization on the performance of interconnection networks