Peter Garraghan

According to our database, Peter Garraghan authored at least 53 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2023

DOPpler: Parallel Measurement Infrastructure for Auto-Tuning Deep Learning Tensor Programs.

Damian Borowiec, Gingfung Yeung, Adrian Friday, Richard Harper, Peter Garraghan

IEEE Trans. Parallel Distributed Syst., July, 2023

START: Straggler Prediction and Mitigation for Cloud Computing Environments Using Encoder LSTM Networks.

Shreshth Tuli, Sukhpal Singh Gill, Peter Garraghan, Rajkumar Buyya, Giuliano Casale, Nicholas R. Jennings

IEEE Trans. Serv. Comput., 2023

Compilation as a Defense: Enhancing DL Model Attack Robustness via Tensor Optimization.

Stefan Trawicki, William Hackett, Lewis Birch, Neeraj Suri, Peter Garraghan

CoRR, 2023

Model Leeching: An Extraction Attack Targeting LLMs.

Lewis Birch, William Hackett, Stefan Trawicki, Neeraj Suri, Peter Garraghan

Proceedings of the Conference on Applied Machine Learning in Information Security, 2023

2022

Horus: Interference-Aware and Prediction-Based Scheduling in Deep Learning Systems.

Gingfung Yeung, Damian Borowiec, Renyu Yang, Adrian Friday, Richard Harper, Peter Garraghan

IEEE Trans. Parallel Distributed Syst., 2022

Cross-VM Network Channel Attacks and Countermeasures Within Cloud Computing Environments.

Atif Saeed, Peter Garraghan, Syed Asad Hussain

IEEE Trans. Dependable Secur. Comput., 2022

HUNTER: AI based holistic resource management for sustainable cloud computing.

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

J. Syst. Softw., 2022

TRACTOR: Traffic-aware and power-efficient virtual machine placement in edge-cloud data centers using artificial bee colony optimization.

Sayyid Shahab Nabavi, Sukhpal Singh Gill, Minxian Xu, Mohammad Masdari, Peter Garraghan

Int. J. Commun. Syst., 2022

PINCH: An Adversarial Extraction Attack Framework for Deep Learning Models.

William Hackett, Stefan Trawicki, Zhengxin Yu, Neeraj Suri, Peter Garraghan

CoRR, 2022

Trimmer: Cost-Efficient Deep Learning Auto-tuning for Cloud Datacenters.

Damian Borowiec, Gingfung Yeung, Adrian Friday, Richard H. R. Harper, Peter Garraghan

Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022

2021

The evolution of distributed computing systems: from fundamental to new frontiers.

Dominic Lindsay, Sukhpal Singh Gill, Daria Smirnova, Peter Garraghan

Computing, 2021

Controller-in-the-Middle: Attacks on Software Defined Networks in Industrial Control Systems.

Joseph Gardiner, Adam Eiffert, Peter Garraghan, Nicholas J. P. Race, Shishir Nagaraja, Awais Rashid

Proceedings of the CPSIoTSec '21: Proceedings of the 2th Workshop on CPS&IoT Security and Privacy, 2021

2020

Performance-Aware Speculative Resource Oversubscription for Large-Scale Clusters.

Renyu Yang, Chunming Hu, Xiaoyang Sun, Peter Garraghan, Tianyu Wo, Zhenyu Wen, Hao Peng, Jie Xu, Chao Li

IEEE Trans. Parallel Distributed Syst., 2020

Tails in the cloud: a survey and taxonomy of straggler management within large-scale cloud data centres.

Sukhpal Singh Gill, Xue Ouyang, Peter Garraghan

J. Supercomput., 2020

ThermoSim: Deep learning based framework for modeling and simulation of thermal-aware resource management for cloud computing environments.

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

J. Syst. Softw., 2020

Integrating clustering and regression for workload estimation in the cloud.

Yongjia Yu, Vasu Jindal, I-Ling Yen, Farokh B. Bastani, Jie Xu, Peter Garraghan

Concurr. Comput. Pract. Exp., 2020

Horus: An Interference-Aware Resource Manager for Deep Learning Systems.

Gingfung Yeung, Damian Borowiec, Renyu Yang, Adrian Friday, Richard Harper, Peter Garraghan

Proceedings of the Algorithms and Architectures for Parallel Processing, 2020

Towards GPU Utilization Prediction for Cloud Deep Learning.

Gingfung Yeung, Damian Borowiec, Adrian Friday, Richard Harper, Peter Garraghan

Proceedings of the 12th USENIX Workshop on Hot Topics in Cloud Computing, 2020

A Cloud Gaming Framework for Dynamic Graphical Rendering Towards Achieving Distributed Game Engines.

James Bulman, Peter Garraghan

Proceedings of the 12th USENIX Workshop on Hot Topics in Cloud Computing, 2020

2019

Straggler Root-Cause and Impact Analysis for Massive-scale Virtualized Cloud Datacenters.

Peter Garraghan, Xue Ouyang, Renyu Yang, David McKee, Jie Xu

IEEE Trans. Serv. Comput., 2019

Holistic resource management for sustainable and reliable cloud computing: An innovative solution to global challenge.

Sukhpal Singh Gill, Peter Garraghan, Vlado Stankovski, Giuliano Casale, Ruppa K. Thulasiram, Soumya K. Ghosh, Kotagiri Ramamohanarao, Rajkumar Buyya

J. Syst. Softw., 2019

ROUTER: Fog enabled cloud based intelligent resource management approach for smart home IoT devices.

Sukhpal Singh Gill, Peter Garraghan, Rajkumar Buyya

J. Syst. Softw., 2019

Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges.

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

Internet Things, 2019

PRISM: An Experiment Framework for Straggler Analytics in Containerized Clusters.

Dominic Lindsay, Sukhpal Singh Gill, Peter Garraghan

Proceedings of the 5th International Workshop on Container Technologies and Container Clouds, 2019

2018

Holistic Virtual Machine Scheduling in Cloud Datacenters towards Minimizing Total Energy.

Xiang Li, Peter Garraghan, Xiaohong Jiang, Zhaohui Wu, Jie Xu

IEEE Trans. Parallel Distributed Syst., 2018

Adaptive Speculation for Efficient Internetware Application Execution in Clouds.

Xue Ouyang, Peter Garraghan, Bernhard Primas, David McKee, Paul Townend, Jie Xu

ACM Trans. Internet Techn., 2018

Holistic energy and failure aware workload scheduling in Cloud datacenters.

Xiang Li, Xiaohong Jiang, Peter Garraghan, Zhaohui Wu

Future Gener. Comput. Syst., 2018

Emergent Failures: Rethinking Cloud Reliability at Scale.

Peter Garraghan, Renyu Yang, Zhenyu Wen, Alexander B. Romanovsky, Jie Xu, Rajkumar Buyya, Rajiv Ranjan

IEEE Cloud Comput., 2018

ROSE: Cluster Resource Scheduling via Speculative Over-Subscription.

Xiaoyang Sun, Chunming Hu, Renyu Yang, Peter Garraghan, Tianyu Wo, Jie Xu, Jianyong Zhu, Chao Li

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

A Cross-Virtual Machine Network Channel Attack via Mirroring and TAP Impersonation.

Atif Saeed, Peter Garraghan, Barnaby Craggs, Dirk van der Linden, Awais Rashid, Syed Asad Hussain

Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017

Reliable Computing Service in Massive-Scale Systems through Rapid Low-Cost Failover.

Renyu Yang, Yang Zhang, Peter Garraghan, Yihui Feng, Jin Ouyang, Jie Xu, Zhuo Zhang, Chao Li

IEEE Trans. Serv. Comput., 2017

Fog Orchestration for Internet of Things Services.

Zhenyu Wen, Renyu Yang, Peter Garraghan, Tao Lin, Jie Xu, Michael Rovatsos

IEEE Internet Comput., 2017

A Framework and Task Allocation Analysis for Infrastructure Independent Energy-Efficient Scheduling in Cloud Data Centers.

Bernhard Primas, Peter Garraghan, David McKee, Jon Summers, Jie Xu

Proceedings of the IEEE International Conference on Cloud Computing Technology and Science, 2017

2016

SEED: A Scalable Approach for Cyber-Physical System Simulation.

Peter Garraghan, David McKee, Xue Ouyang, David Webster, Jie Xu

IEEE Trans. Serv. Comput., 2016

Resource boxing: converting realistic cloud task utilization patterns for theoretical scheduling.

Bernhard Primas, Peter Garraghan, Karim Djemame, Natalia V. Shakhlevich

Proceedings of the 9th International Conference on Utility and Cloud Computing, 2016

A unified model for holistic power usage in cloud datacenter servers.

Peter Garraghan, Yaser Al-Anii, Jon Summers, Harvey Thompson, Nik Kapur, Karim Djemame

Proceedings of the 9th International Conference on Utility and Cloud Computing, 2016

Tolerating Transient Late-Timing Faults in Cloud-Based Real-Time Stream Processing.

Peter Garraghan, Stuart Perks, Xue Ouyang, David McKee, Ismael Solís Moreno

Proceedings of the 19th IEEE International Symposium on Real-Time Distributed Computing, 2016

Virtual Machine Level Temperature Profiling and Prediction in Cloud Datacenters.

Zhaohui Wu, Xiang Li, Peter Garraghan, Xiaohong Jiang, Kejiang Ye, Albert Y. Zomaya

Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016

Straggler Detection in Parallel Computing Systems through Dynamic Threshold Calculation.

Xue Ouyang, Peter Garraghan, David McKee, Paul Townend, Jie Xu

Proceedings of the 30th IEEE International Conference on Advanced Information Networking and Applications, 2016

An Approach for Modeling and Ranking Node-Level Stragglers in Cloud Datacenters.

Xue Ouyang, Peter Garraghan, Changjian Wang, Paul Townend, Jie Xu

Proceedings of the IEEE International Conference on Services Computing, 2016

2015

Timely Long Tail Identification through Agent Based Monitoring and Analytics.

Peter Garraghan, Xue Ouyang, Paul Townend, Jie Xu

Proceedings of the IEEE 18th International Symposium on Real-Time Distributed Computing, 2015

Workload Estimation for Improving Resource Management Decisions in the Cloud.

Jemishkumar Patel, Vasu Jindal, I-Ling Yen, Farokh B. Bastani, Jie Xu, Peter Garraghan

Proceedings of the Twelfth IEEE International Symposium on Autonomous Decentralized Systems, 2015

2014

Holistic cloud computing environmental quantification and behavioural analysis.

Peter Michael Garraghan

PhD thesis, 2014

An Analysis of Failure-Related Energy Waste in a Large-Scale Cloud Environment.

Peter Garraghan, Ismael Solís Moreno, Paul Townend, Jie Xu

IEEE Trans. Emerg. Top. Comput., 2014

Analysis, Modeling and Simulation of Workload Patterns in a Large-Scale Utility Cloud.

Ismael Solís Moreno, Peter Garraghan, Paul Townend, Jie Xu

IEEE Trans. Cloud Comput., 2014

Multi-tenancy in Cloud Computing.

Hussain Aljahdali, Abdulaziz Albatli, Peter Garraghan, Paul Townend, Lydia Lau, Jie Xu

Proceedings of the 8th IEEE International Symposium on Service Oriented System Engineering, 2014

Fault-Tolerant Dynamic Deduplication for Utility Computing.

Waraporn Leesakul, Paul Townend, Peter Garraghan, Jie Xu

Proceedings of the 17th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing, 2014

An Empirical Failure-Analysis of a Large-Scale Cloud Computing Environment.

Peter Garraghan, Paul Townend, Jie Xu

Proceedings of the 15th International IEEE Symposium on High-Assurance Systems Engineering, 2014

2013

Using Byzantine Fault-Tolerance to Improve Dependability in Federated Cloud Computing.

Peter Garraghan, Paul Townend, Jie Xu, Xiaoyu Yang, Peipei Sui

Int. J. Softw. Informatics, 2013

An Approach for Characterizing Workloads in Google Cloud to Derive Realistic Resource Utilization Models.

Ismael Solís Moreno, Peter Garraghan, Paul Townend, Jie Xu

Proceedings of the Seventh IEEE International Symposium on Service-Oriented System Engineering, 2013

An Analysis of the Server Characteristics and Resource Utilization in Google Cloud.

Peter Garraghan, Paul Townend, Jie Xu

Proceedings of the 2013 IEEE International Conference on Cloud Engineering, 2013

2012

Real-Time Fault-Tolerance in Federated Cloud Environments.

Peter Garraghan, Paul Townend, Jie Xu

Proceedings of the 15th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops, 2012

2011

Byzantine fault-tolerance in federated cloud computing.

Peter Garraghan, Paul Townend, Jie Xu

Proceedings of the IEEE 6th International Symposium on Service Oriented System Engineering, 2011