Machine LearningImproving Job Scheduling with Interpretable Reinforcement LearningA new approach uses decision trees for clearer job scheduling in high-performance computing.
― 8 min read
Intelligent routing methods improve performance in Dragonfly supercomputing networks.
― 7 min read
A look at how DRM improves resource allocation in computing.
― 5 min read
A new protocol improves the training efficiency of Graph Neural Networks using CPU and GPU.
― 7 min read
Explore the shift from CPUs to GPUs in sea ice modeling.
― 5 min read
Examining smart contracts, their security, and the role of trust management.
― 6 min read
A new method enhances privacy in online federated learning while adapting to changing data.
― 5 min read
Raptor improves serverless function scheduling for faster, more reliable applications.
― 5 min read
Data Mesh transforms data management by fostering team ownership and collaboration.
― 7 min read
Learn about methods for identifying even cycles in large networks and their importance.
― 4 min read
Strategies to reduce cold start latency in serverless applications.
― 6 min read
An overview of the Raft algorithm for consensus in distributed systems.
― 8 min read
Exploring the intersection of blockchain and federated learning for data privacy and security.
― 7 min read
THEMIS improves fairness and efficiency in multi-tenant FPGA resource scheduling.
― 6 min read
FedD2S enhances Federated Learning by personalizing models while preserving data privacy.
― 6 min read
A framework for training machine learning models while protecting privacy.
― 6 min read
A new framework aims to improve DSL interoperability and efficiency in HPC.
― 5 min read
A system that optimizes calculations for sparse matrices using blocked storage.
― 6 min read
This paper discusses DAOS's potential to enhance weather prediction data management.
― 7 min read
Research focuses on optimizing transformers for small devices with limited resources.
― 7 min read
Learn how history trees improve agent interactions in dynamic networks.
― 6 min read
MOPAR improves efficiency and cost-effectiveness of deep learning inference on serverless platforms.
― 6 min read
Synthetic data enables companies to share insights while protecting sensitive information.
― 5 min read
A study on improving GPU performance for stencil computations in scientific applications.
― 4 min read
Learn how sharding improves database performance and efficiency.
― 4 min read
A new algorithm enhances performance and reliability in state machine replication across wide-area networks.
― 5 min read
A fresh approach to enhance software performance through dynamic tuning methods.
― 5 min read
Smart HPA improves microservice scaling efficiency in resource-limited environments.
― 7 min read
New course combines quantum and classical computing for future readiness.
― 5 min read
A new lightweight model improves target recognition in synthetic aperture radar images.
― 5 min read
Researchers improve Gaussian process modeling using the Vecchia approximation and GPU technology.
― 7 min read
A framework tackles energy measurement challenges in cloud environments for greener computing.
― 7 min read
AFedPG enhances efficiency in federated reinforcement learning through asynchronous updates.
― 6 min read
Analyzing threats and defenses in federated learning against malicious attacks.
― 5 min read
Learn how distributed graph processing manages complex datasets across multiple systems.
― 6 min read
New study evaluates optimization algorithms on PIM to enhance machine learning efficiency.
― 8 min read
Discover how CXL emulation can transform memory management in computing systems.
― 6 min read
Discover how GPU technology improves PageRank efficiency for dynamic networks.
― 6 min read
Discover how RELMAS improves DNN task scheduling in cloud environments.
― 5 min read
A new approach using reinforcement learning to enhance HPC job scheduling efficiency.
― 6 min read