Latest Articles for Distributed Computing

Distributed, Parallel, and Cluster Computing The Importance of Distributed Graph Processing

Learn how distributed graph processing manages complex datasets across multiple systems.

2025-08-20T21:40:12+00:00 ― 6 min read

Machine Learning Improving Federated Learning with FedADMM-InSa

A new algorithm enhances federated learning by addressing client diversity and efficiency.

2025-08-19T16:44:25+00:00 ― 5 min read

Data Structures and Algorithms Efficient Approaches to All-Pairs Shortest Paths

New methods reduce communication rounds in solving All-Pairs Shortest Paths in graphs.

2025-08-13T21:24:00+00:00 ― 6 min read

Distributed, Parallel, and Cluster Computing Navigating Challenges in Fully-Anonymous Computing

Exploring synchronization tasks in a fully-anonymous shared-memory model.

2025-08-13T10:59:54+00:00 ― 7 min read

Data Structures and Algorithms Efficient Approaches to Distributed Model Checking

Exploring methods for verifying graph properties through distributed computing.

2025-08-13T07:58:12+00:00 ― 6 min read

Distributed, Parallel, and Cluster Computing Advancements in Distributed Graph Coloring Techniques

Explore the latest methods and challenges in distributed graph coloring.

2025-08-11T11:04:18+00:00 ― 5 min read

Machine Learning Advancements in Decentralized Machine Learning: AL-DSGD

AL-DSGD improves distributed learning efficiency through dynamic communication and weighted contributions.

2025-08-10T05:42:36+00:00 ― 6 min read

Distributed, Parallel, and Cluster Computing Managing Complexity in Distributed Discrete-Event Systems

Examining zero-delay cycles and coordination strategies for efficient distributed systems.

2025-08-09T20:45:24+00:00 ― 5 min read

Computation and Language Advancements in Federated Learning for Speech Recognition

Harnessing early-exit models for efficient federated learning in ASR systems.

2025-08-06T09:48:24+00:00 ― 8 min read

Machine Learning Introducing FedHPL: A New Approach to Federated Learning

FedHPL enhances federated learning efficiency while ensuring data privacy across devices.

2025-08-06T09:01:00+00:00 ― 5 min read

Machine Learning Improving Resilience in Distributed Systems against Byzantine Nodes

This study develops algorithms to enhance distributed systems' resistance to faulty devices.

2025-08-04T04:04:00+00:00 ― 6 min read

Data Structures and Algorithms Efficient Data Management Through Matrix Sketching

Learn how matrix sketching simplifies large datasets.

2025-07-28T06:51:42+00:00 ― 5 min read

Distributed, Parallel, and Cluster Computing Harnessing Replay Clocks in Distributed Computing

Replay clocks enhance analysis and debugging in distributed systems.

2025-07-27T10:49:54+00:00 ― 7 min read

Computational Complexity Understanding Communication Complexity in Computer Science

Explore the study of information exchange between parties in computing.

2025-07-21T21:35:06+00:00 ― 4 min read

Distributed, Parallel, and Cluster Computing Improving Reliability in Hybrid Workflows

This article discusses enhancing fault tolerance in hybrid workflows using recovery methods.

2025-07-17T21:20:12+00:00 ― 8 min read

Distributed, Parallel, and Cluster Computing Optimizing Task Assignment and Job Scheduling in Distributed Systems

A study on improving task assignment and job scheduling for better efficiency.

2025-07-15T04:17:36+00:00 ― 6 min read

Programming Languages Advancements in Multiparty Message-Passing Protocols

A new framework improves communication reliability in multiparty message-passing protocols.

2025-07-14T08:32:36+00:00 ― 7 min read

Distributed, Parallel, and Cluster Computing Revolutionizing Connectivity Testing with Stochastic Distance

New methods improve network connectivity tests using stochastic distance measurements.

2025-07-10T02:06:24+00:00 ― 6 min read

Systems and Control Consensus in Fuel-Limited Multi-Agent Systems

This article explores how robots reach consensus under fuel constraints.

2025-07-08T21:27:50+00:00 ― 5 min read

Machine Learning Federated Learning: Balancing Privacy and Model Performance

This article discusses federated learning methods and their impact on privacy and model utility.

2025-07-06T03:57:54+00:00 ― 5 min read

Distributed, Parallel, and Cluster Computing Optimizing Graph Coloring in Virtual Networks

New strategies enhance color assignment in virtual graphs despite communication constraints.

2025-06-25T05:49:00+00:00 ― 5 min read

Distributed, Parallel, and Cluster Computing Graphical Reconfigurable Circuits in Distributed Computing

Discover how GRC enhances communication in distributed computing systems.

2025-06-25T01:12:30+00:00 ― 6 min read

Distributed, Parallel, and Cluster Computing Advancements in Sparse Matrix Multiplication Techniques

A new algorithm improves efficiency in matrix multiplication for sparse data.

2025-06-24T15:59:30+00:00 ― 6 min read

Optimization and Control Collaborative Solutions for Semi-Infinite Programs

A distributed method for optimization in networked systems with infinite constraints.

2025-06-18T17:22:53+00:00 ― 5 min read

Systems and Control Achieving Consensus in Open Multi-Agent Systems

OpenRC algorithm helps agents agree on averages despite changes in the network.

2025-06-11T22:29:45+00:00 ― 4 min read

Machine Learning Low-Rank Matrix Factorization in Federated Learning

Exploring matrix factorization methods in data distributed across clients.

2025-06-07T14:24:30+00:00 ― 7 min read

Logic in Computer Science Branching Bisimilarity and Time-Outs in Reactive Systems

Explore how time-outs impact system interactions in branching bisimilarity.

2025-06-02T18:38:30+00:00 ― 5 min read

Distributed, Parallel, and Cluster Computing The Importance of Even-Cycle Detection in Networks

Learn why even-cycle detection is crucial for network efficiency.

2025-03-06T03:33:45+00:00 ― 5 min read