This method improves how computers share knowledge for better learning.
Yoni Choukroun, Shlomi Azoulay, Pavel Kisilev
― 5 min read
Computer Science - Distributed, Parallel, and Cluster Computing
RSSA new approach to training machines on tiny devices with less complexity.
Yequan Zhao, Hai Li, Ian Young
― 6 min read
Discover how TraDE ensures efficient microservice management amidst changing demands.
Ming Chen, Muhammed Tawfiqul Islam, Maria Rodriguez Read
― 6 min read
GPUVM enhances GPU memory management for faster data processing.
Nurlan Nazaraliyev, Elaheh Sadredini, Nael Abu-Ghazaleh
― 6 min read
Learn how to improve AI models using pipeline and vocabulary parallelism.
Man Tsung Yeung, Penghui Qi, Min Lin
― 5 min read
QuanCrypt-FL enhances security in Federated Learning using advanced techniques.
Md Jueal Mia, M. Hadi Amini
― 6 min read
A look at SuffixDecoding and its impact on language model efficiency.
Gabriele Oliaro, Zhihao Jia, Daniel Campos
― 5 min read
New technologies enhance diagnosis and treatment of intracranial hemorrhages.
Antoine P. Sanner, Jonathan Stieber, Nils F. Grauhan
― 7 min read
Explore how energy sharing can save money and promote sustainability.
Abdulrezzak Zekiye, Ozan Sina Bankaoglu, Ouns Bouachir
― 6 min read
DART-PIM offers a faster, more efficient way to map DNA.
Rotem Ben-Hur, Orian Leitersdorf, Ronny Ronen
― 6 min read
A new approach to managing computing resources closer to users.
Zahra Najafabadi Samani, Matthias Gassner, Thomas Fahringer
― 6 min read
A guide to speeding up large language model training with parallelism and memory management.
Kazuki Fujii, Kohei Watanabe, Rio Yokota
― 5 min read
ClipFL enhances federated learning by removing noisy devices for better performance.
Mahdi Morafah, Hojin Chang, Chen Chen
― 7 min read
A fair method to choose participants based on performance.
J. M. Diederik Kruijssen, Renata Valieva, Kenneth Peluso
― 7 min read
A new method blends efficiency and accuracy in Federated Learning.
Youssef Allouah, Akash Dhasade, Rachid Guerraoui
― 6 min read
Learn how database transactions ensure data consistency and efficiency.
Shabnam Ghasemirad, Christoph Sprenger, Si Liu
― 7 min read
A look into how distributed systems solve problems by sharing information.
Fabien Dufoulon, Gopal Pandurangan, Peter Robinson
― 6 min read
A unified API streamlines communication with NVMe devices for developers.
Simon A. F. Lund, Vivek Shah
― 7 min read
A framework to optimize data centers for renewable energy use.
Tharindu B. Hewage, Shashikant Ilager, Maria A. Rodriguez
― 5 min read
A new approach enhances language model efficiency through smarter expert activation.
Vima Gupta, Kartik Sinha, Ada Gavrilovska
― 5 min read
Learn how robots collaborate to determine their positions in complex environments.
Leszek Gąsieniec, Łukasz Kuszner, Ehsan Latif
― 5 min read
A new approach to assess pancreatic growths while protecting patient privacy.
Hongyi Pan, Ziliang Hong, Gorkem Durak
― 5 min read
Exploring Wireless Distributed Mixture of Experts for efficient language model performance.
Nan Xue, Yaping Sun, Zhiyong Chen
― 5 min read
This article discusses how message order affects fairness in blockchain transactions.
Zhuolun Li, Evangelos Pournaras
― 4 min read
Efficient strategies to enhance GPU utilization in AI model training.
Palak, Rohan Gandhi, Karan Tandon
― 6 min read
Exploring how IoT and tinyML shape smart traffic management.
Javier Conde, Andrés Munoz-Arcentales, Álvaro Alonso
― 7 min read
Machines work together to optimize item selection with limited memory.
Thai Bui, Hoa T. Vu
― 6 min read
Keeping AI conversations safe on the go with Llama Guard.
Igor Fedorov, Kate Plawiak, Lemeng Wu
― 6 min read
Affordable AI on small devices makes smart tech accessible to everyone.
Zeinab Nezami, Maryam Hafeez, Karim Djemame
― 4 min read
MemFigLess helps developers optimize function memory settings effortlessly.
Siddharth Agarwal, Maria A. Rodriguez, Rajkumar Buyya
― 6 min read
Predictive maintenance helps mining machinery avoid breakdowns and reduces costs.
Raúl de la Fuente, Luciano Radrigan, Anibal S Morales
― 5 min read
Explores the paradox of growing energy consumption in cloud computing despite increased efficiency.
Prateek Sharma
― 6 min read
Learn how community detection shapes networks and enhances various fields.
Subhajit Sahu
― 5 min read
Exploring the intersection of Auto-ML and Federated Learning for better data privacy.
Yasaman Saadati, M. Hadi Amini
― 6 min read
Explore how IoT and LLMs work together to transform everyday life.
Ibrahim Kok, Orhan Demirci, Suat Ozdemir
― 7 min read
A new approach to enhance attention mechanisms on low-power devices.
Mohammadali Shakerdargah, Shan Lu, Chao Gao
― 6 min read
A look into weak independent sets and their algorithms in hypergraphs.
Duncan Adamson, Will Rosenbaum, Paul G. Spirakis
― 5 min read
A new tool enhances DNA analysis using GPU technology for faster results.
Bertil Schmidt, Felix Kallenborn, Alexander Wichmann
― 5 min read
Examining the impact of hardware and communication on deep learning efficiency.
Jared Fernandez, Luca Wehrstedt, Leonid Shamis
― 13 min read
TrustMesh ensures safe communication among IoT devices through a structured approach.
Murtaza Rangwala, Rajkumar Buyya
― 7 min read