A look into Hierarchical Federated Learning and its advantages for device privacy.
― 4 min read
Computer Science - Distributed, Parallel, and Cluster Computing
RSSA new method enhances federated learning by reducing data transmission and energy usage.
― 5 min read
This approach improves efficiency and accuracy in analyzing data from multiple devices.
― 6 min read
A look at how LFRic performs on different supercomputers for weather predictions.
― 5 min read
A tool to analyze energy use by computer programs.
― 5 min read
A new method protects privacy while finding maximum values in distributed networks.
― 4 min read
Learn how to improve long context language model efficiency.
― 7 min read
A study on object detection models' performance on small computing devices.
― 8 min read
miniLB offers an easier way to assess LBM simulations across various hardware systems.
― 5 min read
A look into privacy-preserving computation and its efficiency through memory-centric designs.
― 5 min read
Learn about blockchain technology and its applications in various fields.
― 6 min read
Learn how cycloids can maintain efficiency even through process failures.
― 6 min read
Discover how machine learning boosts data compression in science.
― 7 min read
A new method to analyze uncertain graphs and their centrality measures.
― 6 min read
C-sync improves time sync efficiency and fault resilience in IoT networks.
― 7 min read
Researchers apply machine learning to improve quantum computing noise estimation.
― 6 min read
TensorSocket improves deep learning training efficiency through shared data loading.
― 6 min read
DAOS offers efficient data management for high-performance computing environments.
― 6 min read
TAKFL optimizes knowledge sharing in federated learning for diverse device capabilities.
― 6 min read
This study enhances federated learning efficiency using edge servers for better resource management.
― 6 min read
Faro optimizes resource allocation for ML models in constrained environments.
― 7 min read
A new approach helps satellites reduce battery usage and extend lifespan.
― 5 min read
A new method safeguards decentralized learning from data poisoning attacks.
― 6 min read
Edge intelligence and quantum computing enhance satellite-terrestrial networks for better efficiency.
― 5 min read
Intel SHMEM enhances GPU communication, enabling efficient high-performance applications.
― 6 min read
Introducing a tailored storage solution for consortium blockchains like Hyperledger Fabric.
― 8 min read
Innovative strategies improve rare event detection in federated learning systems.
― 6 min read
FLeNS improves federated learning by balancing learning speed and communication efficiency.
― 5 min read
Learn how the filtered Lanczos procedure enhances eigenvalue calculations using GPUs.
― 6 min read
A fresh approach to efficient scheduling of non-preemptive tasks.
― 6 min read
A look at simplifying large model training using FSDP and torch.compile.
― 6 min read
Optimize GPU usage to enhance training efficiency for smart models.
― 5 min read
MASA offers a solution to enhance security in Federated Learning systems.
― 4 min read
A look at various farming practices and technology in Varanasi.
― 8 min read
HEXA-MoE improves AI efficiency with expert collaboration and reduced communication.
― 6 min read
A new method improves large language model efficiency by sharing tasks between GPU and CPU.
― 3 min read
This article discusses limitations and strategies in training large AI models.
― 8 min read
xDiT transforms the speed of generating high-quality visuals with smart collaboration.
― 5 min read
Scientists enhance nuclear fusion research through adaptable computing frameworks.
― 8 min read
Federated Learning offers a new way to protect data while collaborating across devices.
― 7 min read