This article discusses privacy-focused data methods using federated learning and deep transfer hashing.
Manuel Röder, Frank-Michael Schleif
― 5 min read
Computer Science - Distributed, Parallel, and Cluster Computing
RSSNew method improves MRI analysis for dementia diagnosis using classical and quantum techniques.
Kuan-Cheng Chen, Yi-Tien Li, Tai-Yu Li
― 6 min read
RapidOMS offers a faster, more efficient approach to mass spectrometry analysis.
Sumukh Pinge, Weihong Xu, Wout Bittremieux
― 5 min read
A new approach to training language models improves efficiency and performance.
Yinmin Zhong, Zili Zhang, Bingyang Wu
― 7 min read
An overview of the importance and methods for verifying distributed systems.
Lingzhi Ouyang, Xudong Sun, Ruize Tang
― 7 min read
A new algorithm improves real-time collaboration for document editing.
Joseph Gentle, Martin Kleppmann
― 6 min read
This approach improves efficiency in training models from large graph data while protecting privacy.
Anran Li, Yuanyuan Chen, Chao Ren
― 5 min read
Examining trade-intent auctions' fairness and efficiency in modern finance.
Andrea Canidio, Felix Henneke
― 7 min read
PASS uses probabilistic computing to efficiently solve difficult challenges in various fields.
Saavan Patel, Philip Canoza, Adhiraj Datar
― 6 min read
Domino improves training speed of language models by optimizing communication between GPUs.
Guanhua Wang, Chengming Zhang, Zheyu Shen
― 6 min read
A new method enhances efficiency for handling lengthy inputs in language models.
Zeyu Zhang, Haiying Shen
― 4 min read
Discover how causal relationships impact decisions in various fields.
Ziyang Jiao, Ce Guo, Wayne Luk
― 8 min read
A look into Hierarchical Federated Learning and its advantages for device privacy.
Nathaniel Hudson, Valerie Hayot-Sasson, Yadu Babuji
― 4 min read
A new method enhances federated learning by reducing data transmission and energy usage.
Elissa Mhanna, Mohamad Assaad
― 5 min read
This approach improves efficiency and accuracy in analyzing data from multiple devices.
Marco Palena, Tania Cerquitelli, Carla Fabiana Chiasserini
― 6 min read
A look at how LFRic performs on different supercomputers for weather predictions.
J. Mark Bull, Andrew Coughtrie, Deva Deeptimahanti
― 5 min read
A tool to analyze energy use by computer programs.
Luis G. León-Vega, Niccolò Tosato, Stefano Cozzini
― 5 min read
A new method protects privacy while finding maximum values in distributed networks.
Wenrui Yu, Richard Heusdens, Jun Pang
― 4 min read
Learn how to improve long context language model efficiency.
Amey Agrawal, Junda Chen, Íñigo Goiri
― 7 min read
A study on object detection models' performance on small computing devices.
Daghash K. Alqahtani, Aamir Cheema, Adel N. Toosi
― 8 min read
miniLB offers an easier way to assess LBM simulations across various hardware systems.
Luigi Crisci, Biagio Cosenza, Giorgio Amati
― 5 min read
A look into privacy-preserving computation and its efficiency through memory-centric designs.
Mpoki Mwaisela
― 5 min read
Learn about blockchain technology and its applications in various fields.
Badr Bellaj, Aafaf Ouaddah, Noel Crespi
― 6 min read
Learn how cycloids can maintain efficiency even through process failures.
Rüdiger Valk
― 6 min read
Discover how machine learning boosts data compression in science.
Youyuan Liu, Wenqi Jia, Taolue Yang
― 7 min read
A new method to analyze uncertain graphs and their centrality measures.
Daniel Ketels
― 6 min read
C-sync improves time sync efficiency and fault resilience in IoT networks.
Nitin Shivaraman, Patrick Schuster, Saravanan Ramanathan
― 7 min read
Researchers apply machine learning to improve quantum computing noise estimation.
Jon Gardeazabal-Gutierrez, Erik B. Terres-Escudero, Pablo García Bringas
― 6 min read
TensorSocket improves deep learning training efficiency through shared data loading.
Ties Robroek, Neil Kim Nielsen, Pınar Tözün
― 6 min read
DAOS offers efficient data management for high-performance computing environments.
Nicolau Manubens, Johann Lombardi, Simon D. Smart
― 6 min read
TAKFL optimizes knowledge sharing in federated learning for diverse device capabilities.
Mahdi Morafah, Vyacheslav Kungurtsev, Hojin Chang
― 6 min read
This study enhances federated learning efficiency using edge servers for better resource management.
Zhidong Gao, Yu Zhang, Yanmin Gong
― 6 min read
Faro optimizes resource allocation for ML models in constrained environments.
Beomyeol Jeon, Chen Wang, Diana Arroyo
― 7 min read
A new approach helps satellites reduce battery usage and extend lifespan.
Nasrin Razmi, Bho Matthiesen, Armin Dekorsy
― 5 min read
A new method safeguards decentralized learning from data poisoning attacks.
Chao Feng, Alberto Huertas Celdrán, Zien Zeng
― 6 min read
Edge intelligence and quantum computing enhance satellite-terrestrial networks for better efficiency.
Siyue Huang, Lifeng Wang, Xin Wang
― 5 min read
Intel SHMEM enhances GPU communication, enabling efficient high-performance applications.
Alex Brooks, Philip Marshall, David Ozog
― 6 min read
Introducing a tailored storage solution for consortium blockchains like Hyperledger Fabric.
Narges Dadkhah, Xuyang Ma, Katinka Wolter
― 8 min read
Innovative strategies improve rare event detection in federated learning systems.
Razin Farhan Hussain, Mohsen Amini Salehi
― 6 min read
FLeNS improves federated learning by balancing learning speed and communication efficiency.
Sunny Gupta, Mohit Jindal, Pankhi Kashyap
― 5 min read