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Works (10)

EcoFed: Efficient Communication for DNN Partitioning-Based Federated Learning

IEEE Transactions on Parallel and Distributed Systems
2024 | Journal article
DOI: 10.1109/TPDS.2024.3349617
Contributors: Di Wu; Rehmat Ullah; Philip Rodgers; Peter Kilpatrick; Ivor Spence; Blesson Varghese
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PiPar: Pipeline parallelism for collaborative machine learning

Journal of Parallel and Distributed Computing
2024-11 | Journal article
DOI: 10.1016/j.jpdc.2024.104947
Contributors: Zihan Zhang; Philip Rodgers; Peter Kilpatrick; Ivor Spence; Blesson Varghese
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Multi Modal Fusion for Video Retrieval based on CLIP Guide Feature Alignment

2024-06-10 | Conference paper
DOI: 10.1145/3664524.3675369
Contributors: Guanfeng Wu; Abbas Haider; Ivor Spence; Hui Wang
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DNNShifter: An efficient DNN pruning system for edge computing

Future Generation Computer Systems
2024-03 | Journal article
DOI: 10.1016/j.future.2023.09.025
Contributors: Bailey J. Eccles; Philip Rodgers; Peter Kilpatrick; Ivor Spence; Blesson Varghese
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Single Board Computing for Image Recognition on an Autonomous Drone

2023-11-06 | Conference paper
DOI: 10.1109/IEACon57683.2023.10370368
Contributors: Siu Chung Kevin Shek; Joseph Butterfield; Ivor Spence; Adrian Murphy
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Designing Multimodal Video Search by Examples (MVSE) user interfaces: UX requirements elicitation and insights from semi-structured interviews

2023-09-19 | Conference paper
DOI: 10.1145/3605655.3605665
Contributors: Kyle Boyd; Patrick McAllister; Maurice Mulvenna; Raymond Bond; Hui Wang; Ivor Spence; Guanfeng Wu; Abbas Haider
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FedAdapt: Adaptive Offloading for IoT Devices in Federated Learning

IEEE Internet of Things Journal
2022-11-01 | Journal article
DOI: 10.1109/JIOT.2022.3176469
Contributors: Di Wu; Rehmat Ullah; Paul Harvey; Peter Kilpatrick; Ivor Spence; Blesson Varghese
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Power Log’n’Roll: Power-Efficient Localized Rollback for MPI Applications Using Message Logging Protocols

IEEE Transactions on Parallel and Distributed Systems
2022-06-01 | Journal article
DOI: 10.1109/TPDS.2021.3107745
Contributors: Kiril Dichev; Daniele De Sensi; Dimitrios S. Nikolopoulos; Kirk W. Cameron; Ivor Spence
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Incremental Density-Based Clustering on Multicore Processors

IEEE Transactions on Pattern Analysis and Machine Intelligence
2022-03-01 | Journal article
DOI: 10.1109/TPAMI.2020.3023125
Contributors: Son T. Mai; Jon Jacobsen; Sihem Amer-Yahia; Ivor Spence; Nhat-Phuong Tran; Ira Assent; Quoc Viet Hung Nguyen
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Comparing regression and neural network techniques for personalized predictive analytics to promote lung protective ventilation in Intensive Care Units

Computers in Biology and Medicine
2020-11 | Journal article
DOI: 10.1016/j.compbiomed.2020.104030
Contributors: Rachael Hagan; Charles J. Gillan; Ivor Spence; Danny McAuley; Murali Shyamsundar
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Peer review (1 review for 1 publication/grant)

Review activity for Journal of cloud computing. (1)
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