Bidirectional Collaborative Frameworks for Decentralized Data Management

Yasuhito Asano, Yang Cao, Soichiro Hidaka, Zhenjiang Hu, Yasunori Ishihara, Hiroyuki Kato, Keisuke Nakano, Makoto Onizuka, Yuya Sasaki, Toshiyuki Shimizu, Masato Takeichi, Chuan Xiao, Masatoshi Yoshikawa

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Along with the continuous evolution of data management systems for the new market requirements, we are moving from centralized systems towards decentralized systems, where data are maintained in different sites with autonomous storage and computation capabilities. There are two fundamental issues with such decentralized systems: local privacy and global consistency. By local privacy, the data owner wishes to control what information should be exposed and how it should be used or updated by other peers. By global consistency, the systems wish to have a globally consistent and integrated view of all data. In this paper, we report the progress of our BISCUITS (Bidirectional Information Systems for Collaborative, Updatable, Interoperable, and Trusted Sharing) project that attempts to systematically solve these two issues in distributed systems. We present a new bidirectional transformation-based approach to control and share distributed data, propose several distributed architectures for data integration via bidirectional updatable views, and demonstrate the applications of these architectures in ride-sharing alliances and gig job sites.

Original languageEnglish
Title of host publicationSoftware Foundations for Data Interoperability - 5th International Workshop, SFDI 2021, Revised Selected Papers
EditorsGeorge Fletcher, Keisuke Nakano, Yuya Sasaki
PublisherSpringer Science and Business Media Deutschland GmbH
Pages13-51
Number of pages39
ISBN (Print)9783030938482
DOIs
Publication statusPublished - 2022
Event5th International Workshop on Software Foundations for Data Interoperability, SFDI 2021 - Copenhagen, Denmark
Duration: Aug 16 2021Aug 16 2021

Publication series

NameCommunications in Computer and Information Science
Volume1457 CCIS
ISSN (Print)1865-0929
ISSN (Electronic)1865-0937

Conference

Conference5th International Workshop on Software Foundations for Data Interoperability, SFDI 2021
Country/TerritoryDenmark
CityCopenhagen
Period8/16/218/16/21

All Science Journal Classification (ASJC) codes

  • Computer Science(all)
  • Mathematics(all)

Fingerprint

Dive into the research topics of 'Bidirectional Collaborative Frameworks for Decentralized Data Management'. Together they form a unique fingerprint.

Cite this