论文标题

协调的科学实验室70周年研讨会:计算的未来

Coordinated Science Laboratory 70th Anniversary Symposium: The Future of Computing

论文作者

Nahrstedt, Klara, Shanbhag, Naresh, Adve, Vikram, Amato, Nancy, Choudhury, Romit Roy, Gunter, Carl, Kim, Nam Sung, Milenkovic, Olgica, Mitra, Sayan, Varshney, Lav, Vlasov, Yurii, Adve, Sarita, Bashir, Rashid, Cangellaris, Andreas, DiCarlo, James, Driggs-Campbell, Katie, Feamster, Nick, Gazzola, Mattia, Karahalios, Karrie, Koyejo, Sanmi, Kwiat, Paul, Li, Bo, Mehr, Negar, Mehra, Ravish, Miller, Andrew, Rus, Daniela, Schwing, Alex, Shrivastava, Anshumali

论文摘要

2021年,伊利诺伊大学Urbana-Champaign的跨学科研究部门协调的科学实验室CSL举办了计算专题讨论会的未来,以庆祝其70周年。 CSL的研究涵盖了完整的计算堆栈,计算对社会的影响以及对社会责任的需求。在这份白皮书中,我们总结了说话者在计算研讨会的未来期间提出的主要技术要点,见解和方向。 参与者讨论了与新计算范式,技术,算法,行为和研究挑战有关的主题。研讨会的重点是超出传统计算的新计算范式,以及支持其实现所需的研究。这些需求包括强调安全性和隐私性,端到端的人类网络物理系统,并随着他们对端到端人工智能需求的分析。此外,进步可以使用户具有沉浸式环境,人类和机器之间的边界将变得模糊并变得无缝。在关于自动驾驶,机器人出租车,行人和未来城市的整合的最后讨论中,明确了特定的整合挑战。概述了创新的方法,以激发下一代研究人员应对这些挑战。 讨论提出了不仅要考虑单个研究领域的重要性,还考虑了计算研究工作与相关应用领域(例如医疗保健,运输,能源系统和制造业)之间交集的创新。

In 2021, the Coordinated Science Laboratory CSL, an Interdisciplinary Research Unit at the University of Illinois Urbana-Champaign, hosted the Future of Computing Symposium to celebrate its 70th anniversary. CSL's research covers the full computing stack, computing's impact on society and the resulting need for social responsibility. In this white paper, we summarize the major technological points, insights, and directions that speakers brought forward during the Future of Computing Symposium. Participants discussed topics related to new computing paradigms, technologies, algorithms, behaviors, and research challenges to be expected in the future. The symposium focused on new computing paradigms that are going beyond traditional computing and the research needed to support their realization. These needs included stressing security and privacy, the end to end human cyber physical systems and with them the analysis of the end to end artificial intelligence needs. Furthermore, advances that enable immersive environments for users, the boundaries between humans and machines will blur and become seamless. Particular integration challenges were made clear in the final discussion on the integration of autonomous driving, robo taxis, pedestrians, and future cities. Innovative approaches were outlined to motivate the next generation of researchers to work on these challenges. The discussion brought out the importance of considering not just individual research areas, but innovations at the intersections between computing research efforts and relevant application domains, such as health care, transportation, energy systems, and manufacturing.

扫码加入交流群

加入微信交流群

微信交流群二维码

扫码加入学术交流群,获取更多资源