FAIR Digital Objects aim to enhance management and sharing of research data.
― 6 min read
Computer Science - Distributed, Parallel, and Cluster Computing
RSSA look at causal consistency in distributed data systems using erasure coding.
― 5 min read
A guide to enhancing GPU performance through efficient array permutations.
― 6 min read
Introducing a reliable method for managing dynamic trees without randomness.
― 6 min read
Learn how RAID enhances data reliability and performance in storage systems.
― 3 min read
DistSim analyzes hybrid training strategies, improving efficiency and reducing costs.
― 7 min read
New algorithms enhance model performance in federated learning through effective client clustering.
― 6 min read
A new approach to enhance visibility among autonomous mobile robots.
― 6 min read
New methods enhance personalized federated learning while preserving data privacy.
― 4 min read
A new benchmark for combining data types while prioritizing user privacy.
― 7 min read
MementoHash offers efficient data distribution across nodes in cloud environments.
― 7 min read
Fedstellar enables secure and efficient training of machine learning models across devices.
― 7 min read
A new framework improves learning from limited data in federated environments.
― 6 min read
ZeRO++ enhances communication efficiency in training large deep learning models.
― 7 min read
Learn how Hydroflow and e-graphs improve data processing efficiency.
― 5 min read
New methods for matrix multiplication improve speed and energy efficiency.
― 4 min read
New techniques improve the speed and efficiency of encrypted computations using GPUs.
― 6 min read
Exploring new methods for efficient matrix multiplication in computing.
― 6 min read
RQM enhances privacy in federated learning while maintaining model efficiency.
― 6 min read
New method allows easier GPU access for older software.
― 7 min read
Optimizing agent-based models for better performance in biological simulations.
― 6 min read
MimiC enhances federated learning by addressing the dropout issue for better model accuracy.
― 5 min read
A new technique enhances efficiency in Machine Learning models for faster predictions.
― 7 min read
A look at how data collaboration can improve research outcomes.
― 6 min read
FLGo platform streamlines federated learning for researchers with flexible tools.
― 6 min read
This article explores the environmental impact of high-performance computing systems.
― 6 min read
New policies enhance performance in complex cloud environments.
― 4 min read
Key tips to prepare clear and professional conference papers.
― 3 min read
Exploring the Internet of Energy and its modern technologies.
― 6 min read
Combining model parallelism and memory swapping to efficiently serve large models.
― 6 min read
Learn how sorted sets and Interpolation Search Trees improve data management.
― 5 min read
NetBooster improves performance of tiny neural networks for smart devices.
― 5 min read
Molecular physics explores molecules' behaviors, offering insights into various scientific fields.
― 6 min read
A look at techniques to speed up Graph Neural Networks in complex datasets.
― 7 min read
Enhancing design efficiency through collaborative optimization methods.
― 4 min read
Learn the basics of building applications in the cloud.
― 5 min read
A study on learning methods for broadcast protocols in complex systems.
― 7 min read
A new algorithm improves decentralized learning's resilience against attacks.
― 8 min read
Introducing LM4HPC, a framework to enhance language model application in HPC tasks.
― 6 min read
A look at federated learning algorithms and frameworks for privacy-preserving machine learning.
― 6 min read