A new method enhances the efficiency of saving model states during training.
― 5 min read
Computer Science - Distributed, Parallel, and Cluster Computing
RSSCORTEX leverages supercomputing to enhance brain simulation and understanding.
― 6 min read
HiFGL framework addresses challenges in privacy-focused collaborative learning.
― 5 min read
A new method improves federated learning for multi-modal data despite missing information.
― 5 min read
Research outlines techniques to improve efficiency in serving LoRA adapters.
― 6 min read
Addressing the cold start problem with new profiling techniques for better app performance.
― 5 min read
Tracemax offers improved packet tracing for better DDoS attack defense.
― 6 min read
Replay clocks enhance analysis and debugging in distributed systems.
― 7 min read
LDMeta enhances privacy and efficiency in distributed learning methods.
― 6 min read
This article explores methods to enhance the reliability of research artifacts in computing.
― 7 min read
New method combines federated learning with diffusion models for privacy-focused image generation.
― 8 min read
A new method improves efficiency in quantum circuit design.
― 5 min read
A method to enhance data privacy in federated learning by removing specific data influences.
― 5 min read
Techniques to speed up checkpoint creation for deep learning models.
― 5 min read
Fed-RAA enhances federated learning by adapting to client resources for faster training.
― 5 min read
A system that optimizes machine learning predictions through model cascades.
― 8 min read
Combining AI and HPC enhances simulations for scientific research.
― 5 min read
Learn how RoCoIn improves efficiency in IoT device collaboration.
― 6 min read
A look into SCP's role in optimization and its applications.
― 6 min read
A fresh approach enables weaker devices to contribute in federated learning.
― 5 min read
A new framework improves how large language models can work on edge devices.
― 7 min read
Combining IoT and blockchain enhances privacy and security for location tracking.
― 7 min read
New methods boost particle interaction calculations using Graphics Processing Units.
― 5 min read
AI transforms how scientists tackle complex research challenges.
― 6 min read
New method enhances DNN training efficiency and reduces memory use.
― 6 min read
This article discusses the role of GPUs in simulating complex multiphase flows.
― 6 min read
A look at how impure simplicial complexes improve understanding of complex agent interactions.
― 7 min read
This article discusses improving satellite communication through blockchain technology.
― 5 min read
New framework enhances energy use monitoring in FaaS systems for better efficiency.
― 7 min read
FedBiOT improves large language models while keeping data private and resource usage low.
― 5 min read
A study on improving core decomposition methods using distributed computing.
― 6 min read
A new unified system improves efficiency in serving large language models.
― 6 min read
A look into the importance of verifying CCF for secure cloud applications.
― 8 min read
Robots need to communicate effectively for tasks, making mutual visibility essential.
― 5 min read
Study uncovers how static analysis warnings relate to architectural design flaws.
― 7 min read
Techniques to enhance performance in training models with differential privacy.
― 6 min read
Exploring new methods to enhance cellular automata simulations using tensor cores.
― 6 min read
A new method enhances resource predictions for cloud environments, ensuring efficient operations.
― 4 min read
A new system enhances the training of large language models with long sequences.
― 6 min read
Automatic tracing simplifies task management in parallel programming for better performance.
― 6 min read