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New Metrics and Models for a Post-ISA Era: Managing Complexity and Scaling Performance in Heterogeneous Parallelism and Internet-of-Things

Published:12 June 2018Publication History
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Abstract

Pushed by both application and technology trends, today's computer systems employ unprecedented levels of heterogeneity, parallelism, and complexity as they seek to extend performance scaling and support new application domains. From datacenters to Internet-of-Things (IoT) devices, these scaling gains come at the expense of degraded hardware-software abstraction layers, increased complexity at the hardware-software interface, and increased challenges for software reliability, interoperability, and performance portability This talk will explore how new metrics, models, and analysis techniques can be effective in this "Post-ISA" era of shifting abstractions. The talk will cover hardware and software design opportunities, methods for formal verification, and a look into the implications on technologies like IoT.

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  • Published in

    cover image ACM SIGMETRICS Performance Evaluation Review
    ACM SIGMETRICS Performance Evaluation Review  Volume 46, Issue 1
    SIGMETRICS '18
    June 2018
    142 pages
    ISSN:0163-5999
    DOI:10.1145/3292040
    Issue’s Table of Contents
    • cover image ACM Conferences
      SIGMETRICS '18: Abstracts of the 2018 ACM International Conference on Measurement and Modeling of Computer Systems
      June 2018
      155 pages
      ISBN:9781450358460
      DOI:10.1145/3219617

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    • Published: 12 June 2018

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