基本信息
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个人简介
My recent focus is on using machine learning for systems, and building systems for machine learning. One key example is our project on Scalable Federated Learning (SFL). This project aims to develop a highly scalable, flexible, extensible, distributed federated machine learning approach that can directly benefit public health and wellness. More details are available in the SFL blog. In our recent CFD paper we demonstrate our ability to perform dropout on image recognition models using coding theory (e.g., using Gold codes), resulting in more than 2X network bandwidth savings when used for Federated Learning. Our DeepGANTT IPSN '23 paper demonstrates our ability to apply transformers to graph neural networks for scaling up an IoT scheduling problem 10X beyond what a constraint optimization solver can solve in a reasonable time.
研究兴趣
论文共 89 篇作者统计合作学者相似作者
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PROCEEDINGS OF THE 2024 4TH WORKSHOP ON MACHINE LEARNING AND SYSTEMS, EUROMLSYS 2024pp.28-38, (2024)
Biljana Georgievski-Brkic, Marjana Vukicevic, Vladimir Debeljkovic, Ljubica Nikcevic,Natasa Stanisavljevic,Dejan Kostic, Filip Vitosevic,Verica Jovanovic,Slobodan Marinkovic
Vojnosanitetski pregled Military Medical and Pharmaceutical Journal of Serbiapp.65-65, (2024)
7TH INTERNATIONAL WORKSHOP ON EDGE SYSTEMS, ANALYTICS AND NETWORKING, EDGESYS 2024pp.43-48, (2024)
CoRR (2024)
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Dejan Kostic,Miroslav Misovic, Filip Vuckovic, Djuro Crevar,Igor Sekulic,Biljana Georgievski-Brkic,Smiljana Kostic,Evica Dincic
VOJNOSANITETSKI PREGLEDno. 9 (2023): 736-742
PEERJ COMPUTER SCIENCE (2023)
Miroslav Misovic,Predrag Aleksic,Dejan Kostic, Miodrag Vukovic,Bojan Radojicic,Nemanja Rancic, Bojana Cikota Aleksic
VOJNOSANITETSKI PREGLEDno. 5 (2023): 404-411
Jovica Saponjski,Ljudmila Stojanovich,Natasa Stanisavljevic,Aleksandra Djokovic,Radisa Vojinovic,Svetlana Kocic,Simon Nikolic,Predrag Matic,Branka Filipovic,Vuk Djulejic, Vladan Colovic,Nikola Bogosavljevic,Dejan Aleksandric,Dejan Kostic,Biljana Brkic Georgijevski,Miroslav Misovic,Nikola Colic,Dusan Saponjski
Diseases (Basel, Switzerland)no. 4 (2023): 131-131
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作者统计
#Papers: 89
#Citation: 3350
H-Index: 23
G-Index: 57
Sociability: 6
Diversity: 0
Activity: 2
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