A new approach to reduce tail latency in applications using a dynamic thread pool.
― 6 min read
Computer Science - Distributed, Parallel, and Cluster Computing
RSSThis paper analyzes the importance of auto-tuning for AMD GPUs in high-performance computing.
― 6 min read
Octopus streamlines scientific processes through effective event-driven architecture.
― 8 min read
A framework for assessing Federated Learning models in real-world scenarios.
― 8 min read
Introducing a distributed key-value store to enhance data security in cloud environments.
― 9 min read
Strategies for effective container image placement in cloud-edge networks.
― 5 min read
Research focuses on making LLMs more efficient for practical use.
― 6 min read
Learn how transitioning to microservices can enhance software performance and flexibility.
― 4 min read
A new framework improves deep learning training by integrating hardware and task management.
― 4 min read
FedDM enhances federated learning for diffusion models while ensuring data privacy.
― 5 min read
Methods for optimizing performance in large language model training and inference.
― 8 min read
Burst computing improves efficiency for sudden, large-scale cloud processing tasks.
― 6 min read
A look into Federated Learning and its role in protecting user data.
― 5 min read
New methods reduce communication costs for faster data science computations.
― 5 min read
New methods improve network connectivity tests using stochastic distance measurements.
― 6 min read
A new method enhances security for smart grids while maintaining user privacy.
― 5 min read
A look at error bounds and reliable compression methods in scientific research.
― 6 min read
AgileDART streamlines data processing at the edge for quick decision-making.
― 5 min read
A new system efficiently manages resources in inference serving using combined scaling strategies.
― 4 min read
A new approach to enhance anomaly detection in microservices using simulation and real user behavior.
― 5 min read
LSM-GNN enhances multi-GPU training for large-scale graph neural networks.
― 5 min read
Simopt enhances FPGA design by leveraging simulation data for improved performance.
― 5 min read
Researchers utilize Fugaku to speed up MRI data analysis.
― 5 min read
vTensor optimizes memory for high-performance computing tasks.
― 5 min read
A novel approach to enhance performance in hierarchical federated learning.
― 10 min read
A new toolkit streamlines the creation and management of scientific workflows.
― 6 min read
This article examines the link between cosmic rays and memory errors in computers.
― 5 min read
A new method reduces wasted time from memory errors in computing.
― 4 min read
AirChain empowers individuals to collect and share air quality data.
― 6 min read
A new method improves secure data analysis while protecting privacy.
― 5 min read
Explore methods to improve sparse matrix operations in scientific computing.
― 5 min read
Learn how lossy compression and AMR improve data handling in simulations.
― 6 min read
A new approach to quantum money using cloud technology for practical use.
― 7 min read
A new approach to enhance service management in smart cities through edge computing.
― 6 min read
A framework for managing power while maintaining performance in serverless applications.
― 6 min read
A new programming model aims to ease ML integration in scientific fields.
― 5 min read
StraightLine optimizes resource management for machine learning applications across diverse environments.
― 6 min read
Research on algorithms for the k-center problem in distributed network settings.
― 4 min read
Learn how to optimize data sharing among processors through effective broadcasting schedules.
― 5 min read
Exploring how blockchain can improve the safety of large language models.
― 6 min read