CAV @ ASPLOS 2024
March 22, 2024
March 22, 2024
Workshop on Compute Platforms for Autonomous Vehicles 2024 –
Co-located with ASPLOS 2024
The global market for autonomous vehicles is expected to surpass $300 billion by the end of the decade. Due to the unique requirements of simultaneously providing sufficient computational power to run the necessary workloads needed to support autonomous driving, achieving the efficiency necessary to run the system in the resource-constrained environment of an on-road vehicle, and ensuring reliable execution, specialized compute platforms are required for this domain.
We welcome submissions focused on compute platforms for autonomous vehicles (cars/drones/robots). Key topics that we seek to address in the workshop include:
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Energy-efficient machine learning inference accelerators
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Techniques for exploiting reduced precision or sparsity in hardware
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Techniques for improving energy efficiency of hardware
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Techniques for maintaining operation/performance in an expanded thermal range
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Techniques to ensure deterministic performance
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Reliability and safety considerations
We solicit both full papers (8-10 pages), as well as short/position papers (2-4 pages). Submissions are not double-blind (author names must be included). The page limit includes figures, tables, and appendices, but excludes references. Please use standard IEEE Word or LaTex templates. All submissions will need to be made via EasyChair.
Each submission will be reviewed by at least three reviewers from the program committee. Papers will be reviewed for novelty, quality, technical strength, and relevance to the workshop. All accepted papers will be made available online.