FedUV improves model performance in federated learning on non-IID data.
― 6 min read
Computer Science - Distributed, Parallel, and Cluster Computing
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Strategies for better resource allocation in serverless platforms.
― 4 min read
GSL-LPA enhances community detection in large networks by maintaining connectivity.
― 4 min read
Asyn2F improves asynchronous federated learning for better model training and data privacy.
― 7 min read
A new method uses machine learning to detect errors in MPI programs effectively.
― 7 min read
A new method enhances federated learning efficiency using client update strategies.
― 6 min read
A new system enhances the serving of LLMs, tackling latency and memory issues.
― 6 min read
Examining federated unlearning and its challenges in machine learning privacy.
― 7 min read
A new framework improves real-time analysis of dynamic graphs using persistent memory.
― 8 min read
Addressing challenges in federated learning due to diverse devices and data.
― 6 min read
A look at how model parallelism assists in training large neural networks.
― 8 min read
A novel approach enhances data recovery while addressing privacy concerns in federated learning.
― 5 min read
New parallel RTL simulation methods are speeding up complex hardware design processes.
― 7 min read
A tool for measuring data shuffling performance in stream processing frameworks.
― 7 min read
Braid enhances scientific research by managing complex workflows effectively.
― 6 min read
A new framework to improve learning in Federated Incremental Learning while ensuring data privacy.
― 5 min read
A new method enhances DNN efficiency on limited-resource devices.
― 6 min read
A new framework to assess and compare task scheduling methods effectively.
― 7 min read
New JAX-based library simplifies federated learning for better model training.
― 4 min read
A look at how blockchain improves healthcare data security and privacy.
― 5 min read
Quokka introduces write-ahead lineage for improved fault recovery in data processing.
― 6 min read
GBC offers an efficient solution for counting bicliques in large bipartite graphs.
― 5 min read
Learn essential programming terms and ideas in simple language.
― 5 min read
A new method enhances power consumption modeling in data centers.
― 5 min read
ExeGPT improves efficiency in running large language models for NLP tasks.
― 6 min read
Revolutionizing data sharing and safety in vehicle networks with new learning frameworks.
― 7 min read
Introducing DUETS: a method for optimizing distributed decision-making with minimal communication.
― 7 min read
Earth+ enhances satellite imagery transmission by focusing on changes in images.
― 6 min read
A new system enhances the output and cost-effectiveness of large language models.
― 7 min read
A new approach improves scalability in asynchronous BFT systems.
― 5 min read
BeRGeR offers reliable message delivery in networks facing faults.
― 7 min read
A look at threats posed by LLMs and strategies for defense.
― 10 min read
Exploring methods to enhance privacy in decentralized learning while maintaining performance.
― 6 min read
A new program improves fluid flow calculations using Regent and LSKUM methods.
― 6 min read
A method using Sentinel-2 images aids in labeling polar sea ice automatically.
― 5 min read
A new framework aims to cut carbon footprints in large language models.
― 7 min read
A new approach combining weight and token pruning for efficient image processing.
― 6 min read
Streamlining the calibration process for more accurate simulations in distributed computing.
― 7 min read
Dynamic adjustment of data structures for efficient performance under varying workloads.
― 8 min read
Discover how distributed algorithms streamline resource allocation among agents.
― 5 min read
FedMef improves federated learning for low-resource devices through innovative pruning techniques.
― 6 min read