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Published on: September 8, 2023
Designing area optimized application-specific network-on-chip architectures while providing hard QoS guarantees.
Sajid Gul Khawaja1, Mian Hamza Mushtaq1, Shoab A Khan1
1Department of Computer Engineering, National University of Sciences and Technology, Islamabad, Pakistan.
This study introduces a new method for designing area-efficient Network on Chip (NoC) architectures that guarantee Quality of Service (QoS) for real-time data flows. The approach optimizes NoC topology and resources using a novel Mixed Integer Linear Programming model.
Area of Science:
- Computer Engineering
- Electrical Engineering
- VLSI Design
Background:
- The increasing density of transistors drives the adoption of System on Chip (SoC) designs.
- Network on Chip (NoC) serves as the essential communication backbone for modern SoCs.
Purpose of the Study:
- To develop a methodology for designing area-optimized, application-specific NoCs.
- To provide hard Quality of Service (QoS) guarantees for real-time traffic flows within NoCs.
Main Methods:
- Derivation of a Mixed Integer Linear Programming (MILP) model.
- Generation of resource-optimal NoC topology and architecture based on traffic and QoS requirements.
- Implementation of micro-architectural features for traffic and latency guarantees.
Main Results:
- Demonstration of area-efficient NoC solutions for industrial and benchmark applications.
- Achieved resource optimization without heuristics, even for complex applications with 48 flows.
- Generation of optimized results within seconds.
Conclusions:
- The proposed MILP-based methodology effectively designs area-optimized NoCs with guaranteed QoS.
- The approach is adaptable to dynamic application traffic variations.
- This technique offers a fast and efficient solution for NoC design challenges in SoCs.
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