Chiplets on Wheels: Review Paper on Holistic Chiplet Solutions for Autonomous Vehicles
Fuente:
arXiv
Saved in:
| Main Authors: | , , , , , , , , , |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1866913373349740544 |
|---|---|
| author | Narashiman, Swathi A, Venkat Joshi, Divyaratna Sridhar, Deepak Rajesh, Harish Sattva, Sanjay S, Aniruddha B, Jayanth Manjunath, Varun N, Ragavendiran |
| author_facet | Narashiman, Swathi A, Venkat Joshi, Divyaratna Sridhar, Deepak Rajesh, Harish Sattva, Sanjay S, Aniruddha B, Jayanth Manjunath, Varun N, Ragavendiran |
| contents | On the advent of the slow death of Moore's law, the silicon industry is moving towards a new era of chiplets. The automotive industry is experiencing a profound transformation towards software-defined vehicles, fueled by the surging demand for automotive compute chips, expected to reach 20-22 billion by 2030. High-performance compute (HPC) chips become instrumental in meeting the soaring demand for computational power. Various strategies, including centralized electrical and electronic architecture and the innovative Chiplet Systems, are under exploration. The latter, breaking down System-on-Chips (SoCs) into functional units, offers unparalleled customization and integration possibilities. The research accentuates the crucial open Chiplet ecosystem, fostering collaboration and enhancing supply chain resilience. In this paper, we address the unique challenges that arise when attempting to leverage chiplet-based architecture to design a holistic silicon solution for the automotive industry. We propose a throughput-oriented micro-architecture for ADAS and infotainment systems alongside a novel methodology to evaluate chiplet architectures. Further, we develop in-house simulation tools leveraging the gem5 framework to simulate latency and throughput. Finally, we perform an extensive design of thermally-aware chiplet placement and develop a micro-fluids-based cooling design. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2406_00182 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Chiplets on Wheels: Review Paper on Holistic Chiplet Solutions for Autonomous Vehicles Narashiman, Swathi A, Venkat Joshi, Divyaratna Sridhar, Deepak Rajesh, Harish Sattva, Sanjay S, Aniruddha B, Jayanth Manjunath, Varun N, Ragavendiran Hardware Architecture On the advent of the slow death of Moore's law, the silicon industry is moving towards a new era of chiplets. The automotive industry is experiencing a profound transformation towards software-defined vehicles, fueled by the surging demand for automotive compute chips, expected to reach 20-22 billion by 2030. High-performance compute (HPC) chips become instrumental in meeting the soaring demand for computational power. Various strategies, including centralized electrical and electronic architecture and the innovative Chiplet Systems, are under exploration. The latter, breaking down System-on-Chips (SoCs) into functional units, offers unparalleled customization and integration possibilities. The research accentuates the crucial open Chiplet ecosystem, fostering collaboration and enhancing supply chain resilience. In this paper, we address the unique challenges that arise when attempting to leverage chiplet-based architecture to design a holistic silicon solution for the automotive industry. We propose a throughput-oriented micro-architecture for ADAS and infotainment systems alongside a novel methodology to evaluate chiplet architectures. Further, we develop in-house simulation tools leveraging the gem5 framework to simulate latency and throughput. Finally, we perform an extensive design of thermally-aware chiplet placement and develop a micro-fluids-based cooling design. |
| title | Chiplets on Wheels: Review Paper on Holistic Chiplet Solutions for Autonomous Vehicles |
| topic | Hardware Architecture |
| url | https://arxiv.org/abs/2406.00182 |