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Intelligent Software Systems

机译:智能软件系统

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The impact of Artificial Intelligence (AI) has been profound due to the ongoing surge of autonomous vehicles, voice-assisted social media applications, robotics, intelligent healthcare applications, business analytics, and others. Although systems researchers for some time have been exploiting AI to improve a wide range of software systems, from embedded control systems to large-scale distributed systems, ACM SIGOPS Operating System Review (OSR) has not yet published an issue on AI techniques that empower software systems. The need for large-scale infrastructure for Machine Learning (ML) workloads has reached an inflection point, making this the right time for an OSR issue focused on AI-powered system software. We believe that this issue will be beneficial to a broader audience from both academia and industry.
机译:由于自动驾驶汽车,语音辅助社交媒体应用程序,机器人技术,智能医疗保健应用程序,业务分析等不断涌现,人工智能(AI)的影响已深远。尽管系统研究人员一段时间以来一直在利用AI来改善从嵌入式控制系统到大规模分布式系统的各种软件系统,但ACM SIGOPS操作系统评论(OSR)尚未发布有关使软件赋能的AI技术的问题系统。对于机器学习(ML)工作负载的大规模基础架构的需求已达到拐点,这使得此时正是针对以AI为动力的系统软件的OSR问题的合适时机。我们认为,这一问题将有益于学术界和工业界的广大听众。

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