Peter Kilpatrick
Queen's University Belfast
H-index: 23
Europe-United Kingdom
Top articles of Peter Kilpatrick
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
EcoFed: Efficient Communication for DNN Partitioning-Based Federated Learning | IEEE Transactions on Parallel and Distributed Systems | Di Wu Rehmat Ullah Philip Rodgers Peter Kilpatrick Ivor Spence | 2024/1/4 |
DNNShifter: An efficient DNN pruning system for edge computing | Future Generation Computer Systems | Bailey J Eccles Philip Rodgers Peter Kilpatrick Ivor Spence Blesson Varghese | 2024/3/1 |
Adaptive offloading of federated learning | 2023/1/19 | ||
On Overcoming HPC Challenges of Trillion-Scale Real-World Graph Datasets | Mohsen Koohi Esfahani Paolo Boldi Hans Vandierendonck Peter Kilpatrick Sebastiano Vigna | 2023/12/15 | |
On designing structure-aware high-performance graph algorithms | Mohsen Koohi Esfahani Hans Vandierendonck Peter Kilpatrick Paul Kelly Ivor Spence | 2023 | |
Dataset announcement: MS-BioGraphs, trillion-scale public real-world sequence similarity graphs | Mohsen Koohi Esfahani Paolo Boldi Hans Vandierendonck Peter Kilpatrick Sebastiano Vigna | 2023/10/1 | |
MS-BioGraphs: Sequence similarity graph datasets | arXiv preprint arXiv:2308.16744 | Mohsen Koohi Esfahani Paolo Boldi Hans Vandierendonck Peter Kilpatrick Sebastiano Vigna | 2023/8/31 |
Communication Efficient DNN Partitioning-based Federated Learning | arXiv preprint arXiv:2304.05495 | Di Wu Rehmat Ullah Philip Rodgers Peter Kilpatrick Ivor Spence | 2023/4/11 |
FastFlow: high-level and efficient streaming on multi-core | MARCO DANELUTTO P KILPATRICK MASSIMO TORQUATI | 2022/10/20 | |
FedAdapt: Adaptive Offloading for IoT Devices in Federated Learning | IEEE Internet of Things Journal | Di Wu Rehmat Ullah Paul Harvey Peter Kilpatrick Ivor Spence | 2022/5/19 |
FedFly: Toward migration in edge-based distributed federated learning | IEEE Communications Magazine | Rehmat Ullah Di Wu Paul Harvey Peter Kilpatrick Ivor Spence | 2022/8/1 |
LOTUS: Locality optimizing triangle counting | Mohsen Koohi Esfahani Peter Kilpatrick Hans Vandierendonck | 2022/4/2 | |
CONTINUER: maintaining distributed DNN services during edge failures | Ayesha Abdul Majeed Peter Kilpatrick Ivor Spence Blesson Varghese | 2022/7/10 | |
PipeLearn: Pipeline parallelism for collaborative machine learning | arXiv preprint arXiv:2302.12803 | Zihan Zhang Philip Rodgers Peter Kilpatrick Ivor Spence Blesson Varghese | 2022/12/1 |
MASTIFF: structure-aware minimum spanning tree/forest | Mohsen Koohi Esfahani Peter Kilpatrick Hans Vandierendonck | 2022/6/28 | |
Dengue fever: From extreme climates to outbreak prediction | Son T Mai Ha T Phi Abdullahi Abubakar Peter Kilpatrick Hung QV Nguyen | 2022/11/28 | |
SAPCo Sort: Optimizing degree-ordering for power-law graphs | Mohsen Koohi Esfahani Peter Kilpatrick Hans Vandierendonck | 2022/5/22 | |
ARTIFICIAL INTELLIGENCE AND DATA SCIENCE FOR COMMUNICATIONS | IEEE Communications Magazine | Yanna Bai Wei Chen Feifei Sun Bo Ai Petar Popovski | 2022/11 |
The case for adaptive deep neural networks in edge computing | Francis McNamee Schahram Dustdar Peter Kilpatrick Weisong Shi Ivor Spence | 2021/9/5 | |
Exploiting in-hub temporal locality in SpMV-based graph processing | Mohsen Koohi Esfahani Peter Kilpatrick Hans Vandierendonck | 2021/8/9 |
Co-Authors
