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Special Issue "Information Theory for Distributed Systems"

A special issue of Entropy (ISSN 1099-4300). This special issue belongs to the section "Information Theory, Probability and Statistics".

Deadline for manuscript submissions: 20 January 2023 | Viewed by 273

Special Issue Editor

Dr. Songze Li
E-Mail Website
Guest Editor
1. Thrust of Internet of Things, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China
2. Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong, China
Interests: coded distributed computation; privacy-preserving and trustworthy computing and learning; blockchain security and scalability

Special Issue Information

Dear Colleagues,

Modern information systems, which are often distributed in nature in order to store and process massive amounts of data and information, are facing tremendous challenges related to storage/computation/communication efficiency, resource heterogeneity, privacy and security, and scalability. While information and coding theoretic techniques have conventionally been developed to improve the efficiency and reliability of communication and storage systems, they have started to find applications in addressing the challenges of modern distributed systems, including edge computing networks, content delivery networks, cloud computing systems, distributed/federated learning systems, and blockchain systems.

The aim of this Special Issue is to attract research investigations, from an information-theoretic perspective, on the fundamental limits of critical metrics in distributed systems such as computation/communication efficiency, privacy and security, accuracy, and scalability, as well as the development of information and coding theoretic tools to achieve optimal performance. Prospective authors are invited to submit original research contributions on topics including, but not limited to:

  • Coding for distributed storage systems;
  • Coded caching networks;
  • Coded distributed computation;
  • Distributed and federated learning systems;
  • Distributed private information and function retrieval;
  • Distributed ledgers/blockchains;
  • Secure multi-party computation and verifiable computation.

Dr. Songze Li
Guest Editor

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Entropy is an international peer-reviewed open access monthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 1800 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Keywords

  • coded caching
  • communication bottlenecks
  • straggler/dropout resilience
  • coded distributed computation
  • privacy and security
  • distributed and federated learning
  • private information and function retrieval
  • secret sharing and threshold multi-party computation
  • verifiable computation
  • security–scalability tradeoff for blockchains

Published Papers

This special issue is now open for submission.
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