Coordinated Science Laboratory 70th Anniversary Symposium: The Future of
Computing
- URL: http://arxiv.org/abs/2210.08974v1
- Date: Tue, 4 Oct 2022 17:32:27 GMT
- Title: Coordinated Science Laboratory 70th Anniversary Symposium: The Future of
Computing
- Authors: Klara Nahrstedt, Naresh Shanbhag, Vikram Adve, Nancy Amato, Romit Roy
Choudhury, Carl Gunter, Nam Sung Kim, Olgica Milenkovic, Sayan Mitra, Lav
Varshney, Yurii Vlasov, Sarita Adve, Rashid Bashir, Andreas Cangellaris,
James DiCarlo, Katie Driggs-Campbell, Nick Feamster, Mattia Gazzola, Karrie
Karahalios, Sanmi Koyejo, Paul Kwiat, Bo Li, Negar Mehr, Ravish Mehra, Andrew
Miller, Daniela Rus, Alex Schwing, and Anshumali Shrivastava
- Abstract summary: In 2021, the Coordinated Science Laboratory CSL hosted the Future of Computing Symposium to celebrate its 70th anniversary.
We summarize the major technological points, insights, and directions that speakers brought forward during the symposium.
Participants discussed topics related to new computing paradigms, technologies, algorithms, behaviors, and research challenges to be expected in the future.
- Score: 80.72844751804166
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: 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.
Related papers
- MRAC Track 1: 2nd Workshop on Multimodal, Generative and Responsible Affective Computing [19.895638232394262]
MRAC 2024 Track 1 workshop seeks to extend these principles to real-world, large-scale contexts.
workshop also aims to highlight the potential implications of generative technology, along with the ethical consequences of its use.
arXiv Detail & Related papers (2024-09-11T13:25:42Z) - Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI [129.08019405056262]
Embodied Artificial Intelligence (Embodied AI) is crucial for achieving Artificial Intelligence (AGI)
MLMs andWMs have attracted significant attention due to their remarkable perception, interaction, and reasoning capabilities.
In this survey, we give a comprehensive exploration of the latest advancements in Embodied AI.
arXiv Detail & Related papers (2024-07-09T14:14:47Z) - On the Opportunities of Green Computing: A Survey [80.21955522431168]
Artificial Intelligence (AI) has achieved significant advancements in technology and research with the development over several decades.
The needs for high computing power brings higher carbon emission and undermines research fairness.
To tackle the challenges of computing resources and environmental impact of AI, Green Computing has become a hot research topic.
arXiv Detail & Related papers (2023-11-01T11:16:41Z) - AI for Science: An Emerging Agenda [30.260160661295682]
This report documents the programme and the outcomes of Dagstuhl Seminar 22382 "Machine Learning for Science: Bridging Data-Driven and Mechanistic Modelling"
The transformative potential of AI stems from its widespread applicability across disciplines, and will only be achieved through integration across research domains.
Alongside technical advances, the next wave of progress in the field will come from building a community of machine learning researchers, domain experts, citizen scientists, and engineers.
arXiv Detail & Related papers (2023-03-07T20:21:43Z) - Human-Centered Responsible Artificial Intelligence: Current & Future
Trends [76.94037394832931]
In recent years, the CHI community has seen significant growth in research on Human-Centered Responsible Artificial Intelligence.
All of this work is aimed at developing AI that benefits humanity while being grounded in human rights and ethics, and reducing the potential harms of AI.
In this special interest group, we aim to bring together researchers from academia and industry interested in these topics to map current and future research trends.
arXiv Detail & Related papers (2023-02-16T08:59:42Z) - Physical Computing for Materials Acceleration Platforms [81.09376948478891]
We argue that the same simulation and AI tools that will accelerate the search for new materials, as part of the MAPs research program, also make possible the design of fundamentally new computing mediums.
We outline a simulation-based MAP program to design computers that use physics itself to solve optimization problems.
We expect to introduce a new era of innovative collaboration between materials researchers and computer scientists.
arXiv Detail & Related papers (2022-08-17T23:03:54Z) - Future Computer Systems and Networking Research in the Netherlands: A
Manifesto [137.47124933818066]
We draw attention to CompSys as a vital part of ICT.
Each of the Top Sectors of the Dutch Economy, each route in the National Research Agenda, and each of the UN Sustainable Development Goals pose challenges that cannot be addressed without CompSys advances.
arXiv Detail & Related papers (2022-05-26T11:02:29Z) - A New Age of Computing and the Brain [25.548544303230933]
The history of computer science and brain sciences are intertwined.
In December 2014, a two-day workshop was convened in Washington, DC.
The goal was to bring together computer scientists and brain researchers to explore new opportunities and connections.
arXiv Detail & Related papers (2020-04-27T16:38:17Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.