Peter Garraghan
Lancaster University
H-index: 26
Europe-United Kingdom
Top articles of Peter Garraghan
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Compilation as a Defense: Enhancing DL Model Attack Robustness via Tensor Optimization | Stefan Trawicki William Hackett Lewis Birch Neeraj Suri Peter Garraghan | 2023/9 | |
DOPpler: Parallel Measurement Infrastructure for Auto-Tuning Deep Learning Tensor Programs | IEEE Transactions on Parallel and Distributed Systems | Damian Borowiec Gingfung Yeung Adrian Friday Richard Harper Peter Garraghan | 2023/5/23 |
Model Leeching: An Extraction Attack Targeting LLMs | Lewis Birch William Hackett Stefan Trawicki Neeraj Suri Peter Garraghan | 2023/9/19 | |
A Material Social View on Datacentre Waste Heat: Novel Uses and Metrics | Frontiers in Sustainability | Peter Terenius Richard Harper Peter Garraghan | 2022/12 |
PINCH: An Adversarial Extraction Attack Framework for Deep Learning Models | arXiv preprint arXiv:2209.06300 | William Hackett Stefan Trawicki Zhengxin Yu Neeraj Suri Peter Garraghan | 2022/9/13 |
HUNTER: AI based holistic resource management for sustainable cloud computing | Journal of Systems and Software | Shreshth Tuli Sukhpal Singh Gill Minxian Xu Peter Garraghan Rami Bahsoon | 2022/2/1 |
Trimmer: Cost-Efficient Deep Learning Auto-tuning for Cloud Datacenters | Damian Borowiec Gingfung Yeung Adrian Friday Richard Harper Peter Garraghan | 2022 | |
Horus: Interference-Aware and Prediction-Based Scheduling in Deep Learning Systems | IEEE Transactions on Parallel and Distributed Systems | Gingfung Yeung Damian Borowiec Renyu Yang Adrian Friday Richard Harper | 2021/5/11 |
The environmental consequence of deep learning | ITNOW | Damian Borowiec Richard R Harper Peter Garraghan | 2021/12/1 |
Using Data Centre Waste Heat to Dry Coffee Whilst Supplying Small-Scale Farmers With ICT: A Novel Idea and a Case Study Based on a Systems Approach. | Petter Terenius Peter Garraghan RHR Harper | 2020/9 | |
Start: Straggler prediction and mitigation for cloud computing environments using encoder lstm networks | IEEE Transactions on Services Computing | Shreshth Tuli Sukhpal S Gill Peter Garraghan Rajkumar Buyya Giuliano Casale | 2021/11/23 |
TRACTOR: Traffic‐aware and power‐efficient virtual machine placement in edge‐cloud data centers using artificial bee colony optimization | International Journal of Communication Systems | Sayyid Shahab Nabavi Sukhpal Singh Gill Minxian Xu Mohammad Masdari Peter Garraghan | 2021 |
Controller-in-the-middle: Attacks on software defined networks in industrial control systems | Joseph Gardiner Adam Eiffert Peter Garraghan Nicholas Race Shishir Nagaraja | 2021/11/15 | |
An Empirical Study of Inter-cluster Resource Orchestration within Federated Cloud Clusters | Dominic Lindsay Gingfung Yeung Yehia Elkhatib Peter Garraghan | 2021/8/23 | |
The evolution of distributed computing systems: from fundamental to new frontiers | Computing | Dominic Lindsay Sukhpal Singh Gill Daria Smirnova Peter Garraghan | 2021/1/30 |
Performance-aware speculative resource oversubscription for large-scale clusters | IEEE Transactions on Parallel and Distributed Systems | Renyu Yang Chunming Hu Xiaoyang Sun Peter Garraghan Tianyu Wo | 2020/1/28 |
ThermoSim: Deep learning based framework for modeling and simulation of thermal-aware resource management for cloud computing environments | Journal of Systems and Software | Sukhpal Singh Gill Shreshth Tuli Adel Nadjaran Toosi Felix Cuadrado Peter Garraghan | 2020/8/1 |
Tails in the Cloud: a Survey and Taxonomy of Straggler Management within Large‑scale Cloud Data Centres | Sukhpal Singh Gill Xue Ouyang Peter Garraghan | 2020/12 | |
Horus: An Interference-aware Resource Manager for Deep Learning Systems | Gingfung Yeung Damian Borowiec Renyu Yang Adrian Friday Richard Harper | 2020 | |
Towards GPU Utilization Prediction for Cloud Deep Learning | Gingfung Yeung Damian Borowiec Adrian Friday Richard Harper Peter Garraghan | 2020/7 |
Co-Authors
