Introducing LM4HPC, a framework to enhance language model application in HPC tasks.
― 6 min read
Computer Science - Distributed, Parallel, and Cluster Computing
RSSA look at federated learning algorithms and frameworks for privacy-preserving machine learning.
― 6 min read
A comprehensive overview of embodied and operational carbon in computing.
― 6 min read
An overview of the Condorcet attack and its impact on transaction fairness.
― 7 min read
New designs improve data processing speed and efficiency through near-memory technology.
― 5 min read
Improving BIT1's performance can enhance plasma research and energy technologies.
― 4 min read
GIDS optimizes large-scale graph training for better efficiency and speed.
― 6 min read
Federated learning enhances medical NLP while protecting patient privacy.
― 5 min read
A new framework improves blockchain node efficiency and security through domain segmentation.
― 6 min read
A look into improving VFL speed while ensuring data privacy.
― 7 min read
FaaS optimizes edge computing for faster, safer data processing.
― 5 min read
AdaCache adapts caching methods to improve performance and efficiency in cloud environments.
― 6 min read
Examining the challenge of energy use and carbon impact in computing.
― 6 min read
Discover how FPGA technology improves high-precision matrix multiplication.
― 4 min read
Using machine learning to predict failures in high-performance computing jobs.
― 6 min read
A look into the complexities of ensuring distributed systems operate correctly.
― 6 min read
Learn about faster methods for measuring string similarity using edit distance.
― 4 min read
A method for drones to enhance communication efficiency and reduce interference.
― 5 min read
This study evaluates CRNs' performance under adverse conditions, proposing a new runtime measure.
― 6 min read
A novel approach to personalized recommendations in decentralized networks.
― 5 min read
A solution for accessing data across different blockchains seamlessly.
― 8 min read
Exploring the importance of reproducibility in generative AI systems.
― 7 min read
FedInit improves device collaboration in federated learning by addressing client drift.
― 7 min read
Addressing risks in hardware design through resilience and collaboration.
― 6 min read
Invariant Dropout improves training efficiency by managing device performance variations.
― 6 min read
A new method optimizes video frame analysis on edge devices.
― 7 min read
Examining the Tit-for-Token framework for equitable resource sharing.
― 8 min read
This paper discusses the impact of MEV on users and solutions for accountability.
― 4 min read
A new protocol aims to prevent sandwich attacks in decentralized finance.
― 5 min read
FM-AMMs address key challenges in DeFi trading for better liquidity provider returns.
― 5 min read
CloudSec simplifies the management of security policies for cloud services.
― 5 min read
New methods enhance data decompression speed on GPUs, optimizing resource use.
― 7 min read
A new method improves network slicing management with attention mechanisms.
― 5 min read
A new approach to fairly reward data contributions in federated learning.
― 7 min read
DBFed aims to reduce bias in AI while maintaining data privacy.
― 5 min read
MG3MConv offers improved efficiency for convolution tasks on the SW26010 processor.
― 6 min read
This article discusses efficient methods for verifying lock-sharing systems against potential issues.
― 4 min read
Examining pretrained transformers for multitask learning and communication efficiency in federated settings.
― 7 min read
Examining mutual exclusion and the impact of register types on algorithms.
― 6 min read
This article discusses strategies to reduce communication in distributed regression problems.
― 5 min read