High fusion computers: The IoTs, edges, data centers, and humans-in-the-loop as a computer Article Swipe
Wanling Gao
,
Lei Wang
,
Mingyu Chen
,
Jin Xiong
,
Chunjie Luo
,
Wenli Zhang
,
Yunyou Huang
,
Weiping Li
,
Guoxin Kang
,
Zheng Chen
,
Biwei Xie
,
Shaopeng Dai
,
Qian He
,
Hainan Ye
,
Yungang Bao
,
Jianfeng Zhan
·
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2212.00721
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2212.00721
Emerging and future applications rely heavily upon systems consisting of Internet of Things (IoT), edges, data centers, and humans-in-the-loop. Significantly different from warehouse-scale computers that serve independent concurrent user requests, this new class of computer systems directly interacts with the physical world, considering humans an essential part and performing safety-critical and mission-critical operations; their computations have intertwined dependencies between not only adjacent execution loops but also actions or decisions triggered by IoTs, edge, datacenters, or humans-in-the-loop; the systems must first satisfy the accuracy metric in predicting, interpreting, or taking action before meeting the performance goal under different cases. This article argues we need a paradigm shift to reconstruct the IoTs, edges, data centers, and humans-in-the-loop as a computer rather than a distributed system. We coin a new term, high fusion computers (HFCs), to describe this class of systems. The fusion in the term has two implications: fusing IoTs, edges, data centers, and humans-in-the-loop as a computer, fusing the physical and digital worlds through HFC systems. HFC is a pivotal case of the open-source computer systems initiative. We laid out the challenges, plan, and call for uniting our community's wisdom and actions to address the HFC challenges. Everything, including the source code, will be publicly available from the project homepage: https://www.computercouncil.org/HFC/.
Related Topics
Concepts
Computer science
Class (philosophy)
Metric (unit)
Enhanced Data Rates for GSM Evolution
The Internet
Loop (graph theory)
Code (set theory)
Source code
Distributed computing
Plan (archaeology)
Human–computer interaction
Data science
World Wide Web
Artificial intelligence
Operating system
Engineering
Programming language
Mathematics
Operations management
Combinatorics
Set (abstract data type)
Archaeology
History
Metadata
- Type
- preprint
- Language
- en
- Landing Page
- http://arxiv.org/abs/2212.00721
- https://arxiv.org/pdf/2212.00721
- OA Status
- green
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4310633092
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4310633092Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.48550/arxiv.2212.00721Digital Object Identifier
- Title
-
High fusion computers: The IoTs, edges, data centers, and humans-in-the-loop as a computerWork title
- Type
-
preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2022Year of publication
- Publication date
-
2022-11-18Full publication date if available
- Authors
-
Wanling Gao, Lei Wang, Mingyu Chen, Jin Xiong, Chunjie Luo, Wenli Zhang, Yunyou Huang, Weiping Li, Guoxin Kang, Zheng Chen, Biwei Xie, Shaopeng Dai, Qian He, Hainan Ye, Yungang Bao, Jianfeng ZhanList of authors in order
- Landing page
-
https://arxiv.org/abs/2212.00721Publisher landing page
- PDF URL
-
https://arxiv.org/pdf/2212.00721Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://arxiv.org/pdf/2212.00721Direct OA link when available
- Concepts
-
Computer science, Class (philosophy), Metric (unit), Enhanced Data Rates for GSM Evolution, The Internet, Loop (graph theory), Code (set theory), Source code, Distributed computing, Plan (archaeology), Human–computer interaction, Data science, World Wide Web, Artificial intelligence, Operating system, Engineering, Programming language, Mathematics, Operations management, Combinatorics, Set (abstract data type), Archaeology, HistoryTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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