Parallel and Distributed Systems
A special issue of Future Internet (ISSN 1999-5903). This special issue belongs to the section "Network Virtualization and Edge/Fog Computing".
Deadline for manuscript submissions: 10 March 2026 | Viewed by 353
Special Issue Editors
Interests: distributed systems; operating systems
2. Euro-Mediterranean Centre on Climate Change, Foundation, 73100 Lecce, Italy
Interests: parallel; distributed; grid/cloud/P2P computing; data mining; machine learning; deep learning; security and cryptography
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Thanks to the scalability provided by parallel and distributed systems, they have become the foundational building blocks in daily computing services. Nevertheless, recent years have seen significant workloads and hardware shifts in traditional distributed systems, which calls for new system designs. First, AI workloads represented by large language model training and serving have emerged, which require substantial computational power that can be provided by a parallel system. Second, the hardware infrastructure for parallel systems has become more heterogeneous with the emergence of accelerators like GPUs.
The aim of this Special Issue is to provide an overview of the latest developments in parallel and distributed systems. Both theoretical and practical aspects are of interest.
Topics of interest include, but are not limited to, the following:
- Parallel and distributed systems for large language models (both training and inference);
- Parallel and distributed systems under the heterogeneous hardware (both accelerators, e.g., GPU, or networks, e.g., NVLink and RDMA);
- Data management in parallel and distributed systems;
- Methods for building distributed and parallel infrastructure (e.g., both hardware and clusters);
- Debug or verify the correctness of parallel systems;
- Efficient and scalable distributed systems;
- Reliable parallel and distributed systems;
- Experiences building and benchmarking parallel and distributed systems;
- Methods for automatic parallelism for programs.
Dr. Xingda Wei
Prof. Dr. Massimo Cafaro
Guest Editors
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. Future Internet 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 1600 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
- parallel and distributed systems
- reliability
- heterogeneous computing
- scalability
- benchmarking
Benefits of Publishing in a Special Issue
- Ease of navigation: Grouping papers by topic helps scholars navigate broad scope journals more efficiently.
- Greater discoverability: Special Issues support the reach and impact of scientific research. Articles in Special Issues are more discoverable and cited more frequently.
- Expansion of research network: Special Issues facilitate connections among authors, fostering scientific collaborations.
- External promotion: Articles in Special Issues are often promoted through the journal's social media, increasing their visibility.
- Reprint: MDPI Books provides the opportunity to republish successful Special Issues in book format, both online and in print.
Further information on MDPI's Special Issue policies can be found here.
