Peter Garraghan

66 papers A 2B 3C 5Misc 2Journal 38Unranked 16
YearRankTypeTitle / Venue / Authors
2026 — conf
Cost-Aware Model Orchestration for LLM-based Systems.
EuroMLSys@EuroSys
Daria Smirnova, Hamid Nasiri, Marta Adamska, Zhengxin Yu, Peter Garraghan
2025 J jnl
Bypassing Prompt Injection and Jailbreak Detection in LLM Guardrails.
CoRR
William Hackett, Lewis Birch, Stefan Trawicki, Neeraj Suri, Peter Garraghan
2025 J jnl
CECF: A DNN-Based Energy-Efficient Cloud-Edge Collaboration Framework for Intelligent Workload Scheduling in 6G-Enabled Transportation Systems.
IEEE Trans. Intell. Transp. Syst.
Yao Lu, Lu Liu, John Panneerselvam, Jiayan Gu, Peter Garraghan, Geyong Min
2025 J jnl
EDoRA: Efficient Weight-Decomposed Low-Rank Adaptation via Singular Value Decomposition.
CoRR
Hamid Nasiri, Peter Garraghan
2025 J jnl
Energy-Aware Data-Driven Model Selection in LLM-Orchestrated AI Systems.
CoRR
Daria Smirnova, Hamid Nasiri, Marta Adamska, Zhengxin Yu, Peter Garraghan
2025 J jnl
Green Prompting.
CoRR
Marta Adamska, Daria Smirnova, Hamid Nasiri, Zhengxin Yu, Peter Garraghan
2025 — conf
ICT Sector Greenhouse Gas Emissions - Issues and Trends for Video Streaming.
ICT4S
Peter Garraghan, John Hutchinson
2024 — conf
Energy-adaptive Network Switching via Intra-device Scaling.
ICC
Matthew Alexander Hodkin, Louise Krug, Peter Garraghan
2024 J jnl
ICT Sector Greenhouse Gas Emissions - Issues and Trends.
CoRR
Peter Garraghan, John Hutchinson, Adrian Friday
2023 J jnl
Compilation as a Defense: Enhancing DL Model Attack Robustness via Tensor Optimization.
CoRR
Stefan Trawicki, William Hackett, Lewis Birch, Neeraj Suri, Peter Garraghan
2023 J jnl
DOPpler: Parallel Measurement Infrastructure for Auto-Tuning Deep Learning Tensor Programs.
IEEE Trans. Parallel Distributed Syst.
Damian Borowiec, Gingfung Yeung, Adrian Friday, Richard Harper, Peter Garraghan
2023 — conf
Model Leeching: An Extraction Attack Targeting LLMs.
CAMLIS
Lewis Birch, William Hackett, Stefan Trawicki, Neeraj Suri, Peter Garraghan
2023 J jnl
Model Leeching: An Extraction Attack Targeting LLMs.
CoRR
Lewis Birch, William Hackett, Stefan Trawicki, Neeraj Suri, Peter Garraghan
2023 J jnl
START: Straggler Prediction and Mitigation for Cloud Computing Environments Using Encoder LSTM Networks.
IEEE Trans. Serv. Comput.
Shreshth Tuli, Sukhpal Singh Gill, Peter Garraghan, Rajkumar Buyya, Giuliano Casale, Nicholas R. Jennings
2022 J jnl
Cross-VM Network Channel Attacks and Countermeasures Within Cloud Computing Environments.
IEEE Trans. Dependable Secur. Comput.
Atif Saeed, Peter Garraghan, Syed Asad Hussain
2022 J jnl
HUNTER: AI based holistic resource management for sustainable cloud computing.
J. Syst. Softw.
Shreshth Tuli, Sukhpal Singh Gill, Minxian Xu, Peter Garraghan, Rami Bahsoon, Schahram Dustdar, Rizos Sakellariou, Omer F. Rana, Rajkumar Buyya, Giuliano Casale, Nicholas R. Jennings
2022 J jnl
Horus: Interference-Aware and Prediction-Based Scheduling in Deep Learning Systems.
IEEE Trans. Parallel Distributed Syst.
Gingfung Yeung, Damian Borowiec, Renyu Yang, Adrian Friday, Richard Harper, Peter Garraghan
2022 J jnl
PINCH: An Adversarial Extraction Attack Framework for Deep Learning Models.
CoRR
William Hackett, Stefan Trawicki, Zhengxin Yu, Neeraj Suri, Peter Garraghan
2022 J jnl
TRACTOR: Traffic-aware and power-efficient virtual machine placement in edge-cloud data centers using artificial bee colony optimization.
Int. J. Commun. Syst.
Sayyid Shahab Nabavi, Sukhpal Singh Gill, Minxian Xu, Mohammad Masdari, Peter Garraghan
2022 B conf
Trimmer: Cost-Efficient Deep Learning Auto-tuning for Cloud Datacenters.
CLOUD
Damian Borowiec, Gingfung Yeung, Adrian Friday, Richard H. R. Harper, Peter Garraghan
2021 — conf
Controller-in-the-Middle: Attacks on Software Defined Networks in Industrial Control Systems.
CPSIOTSEC@CCS
Joseph Gardiner, Adam Eiffert, Peter Garraghan, Nicholas J. P. Race, Shishir Nagaraja, Awais Rashid
2021 J jnl
HUNTER: AI based Holistic Resource Management for Sustainable Cloud Computing.
CoRR
Shreshth Tuli, Sukhpal Singh Gill, Minxian Xu, Peter Garraghan, Rami Bahsoon, Schahram Dustdar, Rizos Sakellariou, Omer F. Rana, Rajkumar Buyya, Giuliano Casale, Nicholas R. Jennings
2021 J jnl
START: Straggler Prediction and Mitigation for Cloud Computing Environments using Encoder LSTM Networks.
CoRR
Shreshth Tuli, Sukhpal Singh Gill, Peter Garraghan, Rajkumar Buyya, Giuliano Casale, Nicholas R. Jennings
2021 J jnl
The evolution of distributed computing systems: from fundamental to new frontiers.
Computing
Dominic Lindsay, Sukhpal Singh Gill, Daria Smirnova, Peter Garraghan
2020 — conf
A Cloud Gaming Framework for Dynamic Graphical Rendering Towards Achieving Distributed Game Engines.
HotCloud
James Bulman, Peter Garraghan
2020 — conf
Horus: An Interference-Aware Resource Manager for Deep Learning Systems.
ICA3PP (2)
Gingfung Yeung, Damian Borowiec, Renyu Yang, Adrian Friday, Richard Harper, Peter Garraghan
2020 J jnl
Integrating clustering and regression for workload estimation in the cloud.
Concurr. Comput. Pract. Exp.
Yongjia Yu, Vasu Jindal, I-Ling Yen, Farokh B. Bastani, Jie Xu, Peter Garraghan
2020 J jnl
Performance-Aware Speculative Resource Oversubscription for Large-Scale Clusters.
IEEE Trans. Parallel Distributed Syst.
Renyu Yang, Chunming Hu, Xiaoyang Sun, Peter Garraghan, Tianyu Wo, Zhenyu Wen, Hao Peng, Jie Xu, Chao Li
2020 J jnl
Tails in the cloud: a survey and taxonomy of straggler management within large-scale cloud data centres.
J. Supercomput.
Sukhpal Singh Gill, Xue Ouyang, Peter Garraghan
2020 J jnl
ThermoSim: Deep Learning based Framework for Modeling and Simulation of Thermal-aware Resource Management for Cloud Computing Environments.
CoRR
Sukhpal Singh Gill, Shreshth Tuli, Adel Nadjaran Toosi, Félix Cuadrado, Peter Garraghan, Rami Bahsoon, Hanan Lutfiyya, Rizos Sakellariou, Omer F. Rana, Schahram Dustdar, Rajkumar Buyya
2020 J jnl
ThermoSim: Deep learning based framework for modeling and simulation of thermal-aware resource management for cloud computing environments.
J. Syst. Softw.
Sukhpal Singh Gill, Shreshth Tuli, Adel Nadjaran Toosi, Félix Cuadrado, Peter Garraghan, Rami Bahsoon, Hanan Lutfiyya, Rizos Sakellariou, Omer F. Rana, Schahram Dustdar, Rajkumar Buyya
2020 — conf
Towards GPU Utilization Prediction for Cloud Deep Learning.
HotCloud
Gingfung Yeung, Damian Borowiec, Adrian Friday, Richard Harper, Peter Garraghan
2019 J jnl
Holistic resource management for sustainable and reliable cloud computing: An innovative solution to global challenge.
J. Syst. Softw.
Sukhpal Singh Gill, Peter Garraghan, Vlado Stankovski, Giuliano Casale, Ruppa K. Thulasiram, Soumya K. Ghosh, Kotagiri Ramamohanarao, Rajkumar Buyya
2019 — conf
PRISM: An Experiment Framework for Straggler Analytics in Containerized Clusters.
WOC@Middleware
Dominic Lindsay, Sukhpal Singh Gill, Peter Garraghan
2019 J jnl
ROUTER: Fog enabled cloud based intelligent resource management approach for smart home IoT devices.
J. Syst. Softw.
Sukhpal Singh Gill, Peter Garraghan, Rajkumar Buyya
2019 J jnl
Straggler Root-Cause and Impact Analysis for Massive-scale Virtualized Cloud Datacenters.
IEEE Trans. Serv. Comput.
Peter Garraghan, Xue Ouyang, Renyu Yang, David McKee, Jie Xu
2019 J jnl
Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges.
CoRR
Sukhpal Singh Gill, Shreshth Tuli, Minxian Xu, Inderpreet Singh, Karan Vijay Singh, Dominic Lindsay, Shikhar Tuli, Daria Smirnova, Manmeet Singh, Udit Jain, Haris Pervaiz, Bhanu Sehgal, Sukhwinder Singh Kaila, Sanjay Misra, Mohammad Sadegh Aslanpour, Harshit Mehta, Vlado Stankovski, Peter Garraghan
2019 J jnl
Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges.
Internet Things
Sukhpal Singh Gill, Shreshth Tuli, Minxian Xu, Inderpreet Singh, Karan Vijay Singh, Dominic Lindsay, Shikhar Tuli, Daria Smirnova, Manmeet Singh, Udit Jain, Haris Pervaiz, Bhanu Sehgal, Sukhwinder Singh Kaila, Sanjay Misra, Mohammad Sadegh Aslanpour, Harshit Mehta, Vlado Stankovski, Peter Garraghan
2018 — conf
A Cross-Virtual Machine Network Channel Attack via Mirroring and TAP Impersonation.
IEEE CLOUD
Atif Saeed, Peter Garraghan, Barnaby Craggs, Dirk van der Linden, Awais Rashid, Syed Asad Hussain
2018 J jnl
Adaptive Speculation for Efficient Internetware Application Execution in Clouds.
ACM Trans. Internet Techn.
Xue Ouyang, Peter Garraghan, Bernhard Primas, David McKee, Paul Townend, Jie Xu
2018 J jnl
Emergent Failures: Rethinking Cloud Reliability at Scale.
IEEE Cloud Comput.
Peter Garraghan, Renyu Yang, Zhenyu Wen, Alexander B. Romanovsky, Jie Xu, Rajkumar Buyya, Rajiv Ranjan
2018 J jnl
Holistic Virtual Machine Scheduling in Cloud Datacenters towards Minimizing Total Energy.
IEEE Trans. Parallel Distributed Syst.
Xiang Li, Peter Garraghan, Xiaohong Jiang, Zhaohui Wu, Jie Xu
2018 J jnl
Holistic energy and failure aware workload scheduling in Cloud datacenters.
Future Gener. Comput. Syst.
Xiang Li, Xiaohong Jiang, Peter Garraghan, Zhaohui Wu
2018 A conf
ROSE: Cluster Resource Scheduling via Speculative Over-Subscription.
ICDCS
Xiaoyang Sun, Chunming Hu, Renyu Yang, Peter Garraghan, Tianyu Wo, Jie Xu, Jianyong Zhu, Chao Li
2017 C conf
A Framework and Task Allocation Analysis for Infrastructure Independent Energy-Efficient Scheduling in Cloud Data Centers.
CloudCom
Bernhard Primas, Peter Garraghan, David McKee, Jon Summers, Jie Xu
2017 J jnl
Fog Orchestration for Internet of Things Services.
IEEE Internet Comput.
Zhenyu Wen, Renyu Yang, Peter Garraghan, Tao Lin, Jie Xu, Michael Rovatsos
2017 J jnl
Reliable Computing Service in Massive-Scale Systems through Rapid Low-Cost Failover.
IEEE Trans. Serv. Comput.
Renyu Yang, Yang Zhang, Peter Garraghan, Yihui Feng, Jin Ouyang, Jie Xu, Zhuo Zhang, Chao Li
2016 Misc conf
A unified model for holistic power usage in cloud datacenter servers.
UCC
Peter Garraghan, Yaser Al-Anii, Jon Summers, Harvey Thompson, Nik Kapur, Karim Djemame
2016 — conf
An Approach for Modeling and Ranking Node-Level Stragglers in Cloud Datacenters.
SCC
Xue Ouyang, Peter Garraghan, Changjian Wang, Paul Townend, Jie Xu
2016 Misc conf
Resource boxing: converting realistic cloud task utilization patterns for theoretical scheduling.
UCC
Bernhard Primas, Peter Garraghan, Karim Djemame, Natalia V. Shakhlevich
2016 J jnl
SEED: A Scalable Approach for Cyber-Physical System Simulation.
IEEE Trans. Serv. Comput.
Peter Garraghan, David McKee, Xue Ouyang, David Webster, Jie Xu
2016 B conf
Straggler Detection in Parallel Computing Systems through Dynamic Threshold Calculation.
AINA
Xue Ouyang, Peter Garraghan, David McKee, Paul Townend, Jie Xu
2016 C conf
Tolerating Transient Late-Timing Faults in Cloud-Based Real-Time Stream Processing.
ISORC
Peter Garraghan, Stuart Perks, Xue Ouyang, David McKee, Ismael Solís Moreno
2016 A conf
Virtual Machine Level Temperature Profiling and Prediction in Cloud Datacenters.
ICDCS
Zhaohui Wu, Xiang Li, Peter Garraghan, Xiaohong Jiang, Kejiang Ye, Albert Y. Zomaya
2015 C conf
Timely Long Tail Identification through Agent Based Monitoring and Analytics.
ISORC
Peter Garraghan, Xue Ouyang, Paul Townend, Jie Xu
2015 C conf
Workload Estimation for Improving Resource Management Decisions in the Cloud.
ISADS
Jemishkumar Patel, Vasu Jindal, I-Ling Yen, Farokh B. Bastani, Jie Xu, Peter Garraghan
2014 J jnl
An Analysis of Failure-Related Energy Waste in a Large-Scale Cloud Environment.
IEEE Trans. Emerg. Top. Comput.
Peter Garraghan, Ismael Solís Moreno, Paul Townend, Jie Xu
2014 — conf
An Empirical Failure-Analysis of a Large-Scale Cloud Computing Environment.
HASE
Peter Garraghan, Paul Townend, Jie Xu
2014 J jnl
Analysis, Modeling and Simulation of Workload Patterns in a Large-Scale Utility Cloud.
IEEE Trans. Cloud Comput.
Ismael Solís Moreno, Peter Garraghan, Paul Townend, Jie Xu
2014 C conf
Fault-Tolerant Dynamic Deduplication for Utility Computing.
ISORC
Waraporn Leesakul, Paul Townend, Peter Garraghan, Jie Xu
2014 — conf
Multi-tenancy in Cloud Computing.
SOSE
Hussain Aljahdali, Abdulaziz Albatli, Peter Garraghan, Paul Townend, Lydia Lau, Jie Xu
2013 B conf
An Analysis of the Server Characteristics and Resource Utilization in Google Cloud.
IC2E
Peter Garraghan, Paul Townend, Jie Xu
2013 — conf
An Approach for Characterizing Workloads in Google Cloud to Derive Realistic Resource Utilization Models.
SOSE
Ismael Solís Moreno, Peter Garraghan, Paul Townend, Jie Xu
2013 J jnl
Using Byzantine Fault-Tolerance to Improve Dependability in Federated Cloud Computing.
Int. J. Softw. Informatics
Peter Garraghan, Paul Townend, Jie Xu, Xiaoyu Yang, Peipei Sui
2012 — conf
Real-Time Fault-Tolerance in Federated Cloud Environments.
ISORC Workshops
Peter Garraghan, Paul Townend, Jie Xu
2011 — conf
Byzantine fault-tolerance in federated cloud computing.
SOSE
Peter Garraghan, Paul Townend, Jie Xu