arrow
Return

Decentralized Services Computing Paradigm for Blockchain-Based Data Governance: Programmability, Interoperability, and Intelligence

delete2019-01-01
delete37
PRE
AI
X
Xuanzhe Liu *
孙
孙逊 (Xun Sun)
G
Gang Huang
DOI:10.1109/TSC.2019.2951558delete
deleteOriginal
deleteOriginal request for help
deleteShare
deleteSave
Abstract

Abstract

En 中文
With the explosion of big data in the past decade, exploring and mining the value hidden in the data has already generated a lot of innovative applications, especially the recent advances of AI applications. The data governance, including activities of data creation, sharing, exchange, management, analytics, tracing, and accounting, has drawn a lot of attentions. Services computing establishes the foundation of current data governance, typically in a centralized fashion, e.g., the cloud-based storage services and analytic services. However, the potential values of big data distributed on the Internet are far away from being adequately explored. Considering the infrastructure revolution made by the blockchain, in this position article, we try to rethink a new data governance fashion that is built upon the blockchain-based decentralized services computing paradigm. The core principle is that data owners are able to publish their data as a set of services that can be deployed independently from the application systems where the data were born. Meanwhile, data owners can define service rules/policies where their data should be stored and how the data can be shared, and keep governing the whole lifecycle record of how their data are actually used. Similar to existing services computing paradigm, data users can search, discover, integrate, and analyze the data in a decentralized fashion. With this perspective, we try to discuss some key insights and enumerate several related new technologies and open challenges, in terms of programmability, interoperability, and intelligence.
Keywords:
Service computing
Big Data
Cloud computing
Blockchain
Companies
Software
Blockchain
services computing
decentralized
big data governance
programmability
interoperability
intelligence
AI Summary

AI Summary

Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

IEEE Transactions on Services Computing cover
IEEE Transactions on Services Computing
IF:
5.8
Papers:
2.2K
Citations:
6.5K

Organization

P
peking university
Scholars:
11.9W
Papers: 8.7W
Citations: 146
Cited Papers

Cited Papers

An online platform for Web APIs and service mashups
err2008-09-01
err65
PREAI
errMaximilien, E. Michael; Ranabahu, Ajith; Gomadam, Karthik
errShare
errSave
Unraveling the Web services Web - An introduction to SOAP, WSDL, and UDDI
err2002-03-01
err832
PREAI
errCurbera, F; Duftler, M; Khalaf, R; Nagy, W; Mukhi, N; Weerawarana, S
errShare
errSave
Genetics of testicular cancer: a review
err2022-07-19
err0
PREAI
errFelicity C. Martin; Ciara Conduit; Kate L. Loveland; Benjamin Thomas; Jeremy Lewin; Ben Tran
errShare
errSave
Designing Data Governance
err2010-01-01
err347
PREAI
errKhatri, Vijay; Brown, Carol V.
errShare
errSave
Stereoscopic Discrimination in Infants
err1976-03-01
err0
PREAI
errJanette Atkinson; Oliver Braddick
errShare
errSave
errShare
errSave
researcher View more