Recent developments improve speed and efficiency in quantum circuit simulations.
― 4 min read
Computer Science - Distributed, Parallel, and Cluster Computing
RSSA new framework for efficient training of language models across multiple computers.
― 5 min read
Exploring user-level differential privacy in large language model training.
― 4 min read
Exploring the benefits of Federated Learning for anomaly detection in IoT networks.
― 7 min read
EFVFL provides a stable method for efficient communication without sharing private data.
― 5 min read
Research highlights model robustness and defenses in decentralized federated learning.
― 6 min read
A study on improving task assignment and job scheduling for better efficiency.
― 6 min read
This article discusses the significance of hashing algorithms in blockchain technology.
― 5 min read
A new method to improve task scheduling in complex scientific workflows.
― 6 min read
StatuScale enhances resource management for microservices, addressing sudden workload demands effectively.
― 6 min read
A look at a new method for better resource management in microservices.
― 6 min read
A new approach to detect anomalies in IoT devices using collaborative learning.
― 6 min read
Federated learning enhances medical imaging while protecting patient data.
― 9 min read
A new framework aims to reduce performance issues for latency-critical services.
― 6 min read
New counting techniques improve analysis of large genomic datasets.
― 6 min read
A new method improves deep learning efficiency for edge devices.
― 5 min read
A new approach to reduce tail latency in applications using a dynamic thread pool.
― 6 min read
This 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