Peter Garraghan

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 45

Top Topics

Resource Management

Artificial Bee Colony

Top Venues

IEEE Trans. Serv. Comput.

J. Syst. Softw.

IEEE Trans. Parallel Distributed Syst.

Publications

Shreshth Tuli, Sukhpal Singh Gill, Peter Garraghan, Rajkumar Buyya, Giuliano Casale, Nicholas R. Jennings
START: Straggler Prediction and Mitigation for Cloud Computing Environments Using Encoder LSTM Networks. IEEE Trans. Serv. Comput. 16 (1) (2023)
Stefan Trawicki, William Hackett, Lewis Birch, Neeraj Suri, Peter Garraghan
Compilation as a Defense: Enhancing DL Model Attack Robustness via Tensor Optimization. CoRR (2023)
Lewis Birch, William Hackett, Stefan Trawicki, Neeraj Suri, Peter Garraghan
Model Leeching: An Extraction Attack Targeting LLMs. CAMLIS (2023)
Lewis Birch, William Hackett, Stefan Trawicki, Neeraj Suri, Peter Garraghan
Model Leeching: An Extraction Attack Targeting LLMs. CoRR (2023)
Damian Borowiec, Gingfung Yeung, Adrian Friday, Richard Harper, Peter Garraghan
DOPpler: Parallel Measurement Infrastructure for Auto-Tuning Deep Learning Tensor Programs. IEEE Trans. Parallel Distributed Syst. 34 (7) (2023)
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
HUNTER: AI based holistic resource management for sustainable cloud computing. J. Syst. Softw. 184 (2022)
Damian Borowiec, Gingfung Yeung, Adrian Friday, Richard H. R. Harper, Peter Garraghan
Trimmer: Cost-Efficient Deep Learning Auto-tuning for Cloud Datacenters. CLOUD (2022)
Sayyid Shahab Nabavi, Sukhpal Singh Gill, Minxian Xu, Mohammad Masdari, Peter Garraghan
TRACTOR: Traffic-aware and power-efficient virtual machine placement in edge-cloud data centers using artificial bee colony optimization. Int. J. Commun. Syst. 35 (1) (2022)
Atif Saeed, Peter Garraghan, Syed Asad Hussain
Cross-VM Network Channel Attacks and Countermeasures Within Cloud Computing Environments. IEEE Trans. Dependable Secur. Comput. 19 (3) (2022)
Gingfung Yeung, Damian Borowiec, Renyu Yang, Adrian Friday, Richard Harper, Peter Garraghan
Horus: Interference-Aware and Prediction-Based Scheduling in Deep Learning Systems. IEEE Trans. Parallel Distributed Syst. 33 (1) (2022)
William Hackett, Stefan Trawicki, Zhengxin Yu, Neeraj Suri, Peter Garraghan
PINCH: An Adversarial Extraction Attack Framework for Deep Learning Models. CoRR (2022)
Joseph Gardiner, Adam Eiffert, Peter Garraghan, Nicholas J. P. Race, Shishir Nagaraja, Awais Rashid
Controller-in-the-Middle: Attacks on Software Defined Networks in Industrial Control Systems. CPSIOTSEC@CCS (2021)
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
HUNTER: AI based Holistic Resource Management for Sustainable Cloud Computing. CoRR (2021)
Shreshth Tuli, Sukhpal Singh Gill, Peter Garraghan, Rajkumar Buyya, Giuliano Casale, Nicholas R. Jennings
START: Straggler Prediction and Mitigation for Cloud Computing Environments using Encoder LSTM Networks. CoRR (2021)
Dominic Lindsay, Sukhpal Singh Gill, Daria Smirnova, Peter Garraghan
The evolution of distributed computing systems: from fundamental to new frontiers. Computing 103 (8) (2021)
Sukhpal Singh Gill, Xue Ouyang, Peter Garraghan
Tails in the cloud: a survey and taxonomy of straggler management within large-scale cloud data centres. J. Supercomput. 76 (12) (2020)
Yongjia Yu, Vasu Jindal, I-Ling Yen, Farokh B. Bastani, Jie Xu, Peter Garraghan
Integrating clustering and regression for workload estimation in the cloud. Concurr. Comput. Pract. Exp. 32 (23) (2020)
James Bulman, Peter Garraghan
A Cloud Gaming Framework for Dynamic Graphical Rendering Towards Achieving Distributed Game Engines. HotCloud (2020)
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
ThermoSim: Deep learning based framework for modeling and simulation of thermal-aware resource management for cloud computing environments. J. Syst. Softw. 166 (2020)
Gingfung Yeung, Damian Borowiec, Adrian Friday, Richard Harper, Peter Garraghan
Towards GPU Utilization Prediction for Cloud Deep Learning. HotCloud (2020)
Renyu Yang, Chunming Hu, Xiaoyang Sun, Peter Garraghan, Tianyu Wo, Zhenyu Wen, Hao Peng, Jie Xu, Chao Li
Performance-Aware Speculative Resource Oversubscription for Large-Scale Clusters. IEEE Trans. Parallel Distributed Syst. 31 (7) (2020)
Gingfung Yeung, Damian Borowiec, Renyu Yang, Adrian Friday, Richard Harper, Peter Garraghan
Horus: An Interference-Aware Resource Manager for Deep Learning Systems. ICA3PP (2) (2020)
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
ThermoSim: Deep Learning based Framework for Modeling and Simulation of Thermal-aware Resource Management for Cloud Computing Environments. CoRR (2020)
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
Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges. Internet Things 8 (2019)
Sukhpal Singh Gill, Peter Garraghan, Vlado Stankovski, Giuliano Casale, Ruppa K. Thulasiram, Soumya K. Ghosh, Kotagiri Ramamohanarao, Rajkumar Buyya
Holistic resource management for sustainable and reliable cloud computing: An innovative solution to global challenge. J. Syst. Softw. 155 (2019)
Peter Garraghan, Xue Ouyang, Renyu Yang, David McKee, Jie Xu
Straggler Root-Cause and Impact Analysis for Massive-scale Virtualized Cloud Datacenters. IEEE Trans. Serv. Comput. 12 (1) (2019)
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
Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges. CoRR (2019)
Dominic Lindsay, Sukhpal Singh Gill, Peter Garraghan
PRISM: An Experiment Framework for Straggler Analytics in Containerized Clusters. WOC@Middleware (2019)
Sukhpal Singh Gill, Peter Garraghan, Rajkumar Buyya
ROUTER: Fog enabled cloud based intelligent resource management approach for smart home IoT devices. J. Syst. Softw. 154 (2019)
Atif Saeed, Peter Garraghan, Barnaby Craggs, Dirk van der Linden, Awais Rashid, Syed Asad Hussain
A Cross-Virtual Machine Network Channel Attack via Mirroring and TAP Impersonation. IEEE CLOUD (2018)
Xiang Li, Peter Garraghan, Xiaohong Jiang, Zhaohui Wu, Jie Xu
Holistic Virtual Machine Scheduling in Cloud Datacenters towards Minimizing Total Energy. IEEE Trans. Parallel Distributed Syst. 29 (6) (2018)
Xiang Li, Xiaohong Jiang, Peter Garraghan, Zhaohui Wu
Holistic energy and failure aware workload scheduling in Cloud datacenters. Future Gener. Comput. Syst. 78 (2018)
Peter Garraghan, Renyu Yang, Zhenyu Wen, Alexander B. Romanovsky, Jie Xu, Rajkumar Buyya, Rajiv Ranjan
Emergent Failures: Rethinking Cloud Reliability at Scale. IEEE Cloud Comput. 5 (5) (2018)
Xiaoyang Sun, Chunming Hu, Renyu Yang, Peter Garraghan, Tianyu Wo, Jie Xu, Jianyong Zhu, Chao Li
ROSE: Cluster Resource Scheduling via Speculative Over-Subscription. ICDCS (2018)
Xue Ouyang, Peter Garraghan, Bernhard Primas, David McKee, Paul Townend, Jie Xu
Adaptive Speculation for Efficient Internetware Application Execution in Clouds. ACM Trans. Internet Techn. 18 (2) (2018)
Bernhard Primas, Peter Garraghan, David McKee, Jon Summers, Jie Xu
A Framework and Task Allocation Analysis for Infrastructure Independent Energy-Efficient Scheduling in Cloud Data Centers. CloudCom (2017)
Zhenyu Wen, Renyu Yang, Peter Garraghan, Tao Lin, Jie Xu, Michael Rovatsos
Fog Orchestration for Internet of Things Services. IEEE Internet Comput. 21 (2) (2017)
Renyu Yang, Yang Zhang, Peter Garraghan, Yihui Feng, Jin Ouyang, Jie Xu, Zhuo Zhang, Chao Li
Reliable Computing Service in Massive-Scale Systems through Rapid Low-Cost Failover. IEEE Trans. Serv. Comput. 10 (6) (2017)
Xue Ouyang, Peter Garraghan, David McKee, Paul Townend, Jie Xu
Straggler Detection in Parallel Computing Systems through Dynamic Threshold Calculation. AINA (2016)
Peter Garraghan, Yaser Al-Anii, Jon Summers, Harvey Thompson, Nik Kapur, Karim Djemame
A unified model for holistic power usage in cloud datacenter servers. UCC (2016)
Peter Garraghan, Stuart Perks, Xue Ouyang, David McKee, Ismael Solís Moreno
Tolerating Transient Late-Timing Faults in Cloud-Based Real-Time Stream Processing. ISORC (2016)
Xue Ouyang, Peter Garraghan, Changjian Wang, Paul Townend, Jie Xu
An Approach for Modeling and Ranking Node-Level Stragglers in Cloud Datacenters. SCC (2016)
Peter Garraghan, David McKee, Xue Ouyang, David Webster, Jie Xu
SEED: A Scalable Approach for Cyber-Physical System Simulation. IEEE Trans. Serv. Comput. 9 (2) (2016)
Zhaohui Wu, Xiang Li, Peter Garraghan, Xiaohong Jiang, Kejiang Ye, Albert Y. Zomaya
Virtual Machine Level Temperature Profiling and Prediction in Cloud Datacenters. ICDCS (2016)
Bernhard Primas, Peter Garraghan, Karim Djemame, Natalia V. Shakhlevich
Resource boxing: converting realistic cloud task utilization patterns for theoretical scheduling. UCC (2016)
Jemishkumar Patel, Vasu Jindal, I-Ling Yen, Farokh B. Bastani, Jie Xu, Peter Garraghan
Workload Estimation for Improving Resource Management Decisions in the Cloud. ISADS (2015)
Peter Garraghan, Xue Ouyang, Paul Townend, Jie Xu
Timely Long Tail Identification through Agent Based Monitoring and Analytics. ISORC (2015)
Peter Garraghan, Ismael Solís Moreno, Paul Townend, Jie Xu
An Analysis of Failure-Related Energy Waste in a Large-Scale Cloud Environment. IEEE Trans. Emerg. Top. Comput. 2 (2) (2014)
Waraporn Leesakul, Paul Townend, Peter Garraghan, Jie Xu
Fault-Tolerant Dynamic Deduplication for Utility Computing. ISORC (2014)
Peter Garraghan, Paul Townend, Jie Xu
An Empirical Failure-Analysis of a Large-Scale Cloud Computing Environment. HASE (2014)
Hussain Aljahdali, Abdulaziz Albatli, Peter Garraghan, Paul Townend, Lydia Lau, Jie Xu
Multi-tenancy in Cloud Computing. SOSE (2014)
Ismael Solís Moreno, Peter Garraghan, Paul Townend, Jie Xu
Analysis, Modeling and Simulation of Workload Patterns in a Large-Scale Utility Cloud. IEEE Trans. Cloud Comput. 2 (2) (2014)
Peter Garraghan, Paul Townend, Jie Xu, Xiaoyu Yang, Peipei Sui
Using Byzantine Fault-Tolerance to Improve Dependability in Federated Cloud Computing. Int. J. Softw. Informatics 7 (2) (2013)
Peter Garraghan, Paul Townend, Jie Xu
An Analysis of the Server Characteristics and Resource Utilization in Google Cloud. IC2E (2013)
Ismael Solís Moreno, Peter Garraghan, Paul Townend, Jie Xu
An Approach for Characterizing Workloads in Google Cloud to Derive Realistic Resource Utilization Models. SOSE (2013)
Peter Garraghan, Paul Townend, Jie Xu
Real-Time Fault-Tolerance in Federated Cloud Environments. ISORC Workshops (2012)
Peter Garraghan, Paul Townend, Jie Xu
Byzantine fault-tolerance in federated cloud computing. SOSE (2011)