A look into the advancements and challenges in modern storage systems.
― 7 min read
Computer Science - Distributed, Parallel, and Cluster Computing
RSSA new method enhances prediction accuracy in cloud systems amid uncertainties.
― 7 min read
New method allows agents to learn together while managing untrustworthy influences.
― 6 min read
Carnot improves scalability and speed in distributed systems consensus.
― 4 min read
A new approach to improve Federated Learning amidst uneven user participation.
― 4 min read
A new method to improve communication in FedRec while protecting user data.
― 5 min read
A new method enhances processing for sparse tensor networks, improving performance.
― 7 min read
Learn how devices reach consensus on average values through local interactions.
― 5 min read
This article explores the impact of GPUs on fluid dynamics simulations.
― 6 min read
Brave offers privacy and protection from threats in peer-to-peer federated learning.
― 6 min read
Examining the growing importance and issues of digital identity in our online world.
― 5 min read
A new GPU-based method for finding maximal bicliques in large graphs.
― 6 min read
New algorithm enhances saving and loading processes for complex simulations.
― 7 min read
Innovative approach uses driving data while protecting privacy.
― 6 min read
A framework for analyzing and repairing faults in multi-agent systems.
― 6 min read
This survey discusses making AI models more efficient and sustainable.
― 6 min read
A method to improve efficiency in Mixture of Experts models.
― 5 min read
A new framework enhances memory use in large-scale deep neural networks.
― 6 min read
Loimos simulates disease spread in communities for better outbreak management.
― 8 min read
A new co-scheduling algorithm enhances resource management in high-performance computing systems.
― 7 min read
A new algorithm enhances communication speed in high-performance computing.
― 6 min read
A new tool revolutionizes ocean simulations to improve climate predictions.
― 6 min read
A novel approach ensures memory safety while sharing GPUs among applications.
― 7 min read
A new library improves performance in memory-centric computing systems.
― 6 min read
A new method enhances federated learning by reducing communication burdens and tackling client drift.
― 5 min read
A new method to improve response times in language models by separating processing phases.
― 6 min read
This paper discusses using wireless technology for monitoring seismic activity.
― 11 min read
Examining the risks of integrating Foundation Models into Federated Learning systems.
― 7 min read
A novel approach enhances efficiency in Kronecker Matrix-Matrix Multiplication for machine learning tasks.
― 5 min read
Learn how q-digests summarize data while ensuring security and privacy.
― 6 min read
Learn how ASA improves efficiency in scientific computing workflows.
― 6 min read
Learn how OSMOSIS allocates network resources fairly in modern data centers.
― 6 min read
A look into memory management techniques for improved performance in multi-threaded applications.
― 6 min read
A new method to enhance the efficiency of serving LoRA adapters in cloud environments.
― 6 min read
Learn how Distributed Collective Processes enhance teamwork among smart devices.
― 5 min read
A flexible system for better training of large neural networks.
― 8 min read
A new system improves efficiency and reduces delays in handling language model tasks.
― 6 min read
New methods enhance efficiency and accuracy in training large AI models.
― 6 min read
New methods improve accuracy and efficiency in predicting network connections.
― 5 min read
New self-healing systems learn to recover from failures without human help.
― 6 min read