Items where Author is "Garraghan, Peter"

Journal Article

Borowiec, Damian and Yeung, Ging-Fung and Friday, Adrian and Harper, R.H.R. and Garraghan, Peter (2023) DOPpler: Parallel Measurement Infrastructure for Auto-tuning Deep Learning Tensor Programs. IEEE Transactions on Parallel and Distributed Systems, 34 (7). pp. 2208-2220. ISSN 1045-9219

Tuli, Shreshth and Singh Gill, Sukhpal and Garraghan, Peter and Buyya, Rajkumar and Casale, Giuliano and Jennings, Nicholas R. (2023) START : Straggler Prediction and Mitigation for Cloud Computing Environments using Encoder LSTM Networks. IEEE Transactions on Services Computing, 16 (1). pp. 615-627. ISSN 1939-1374

Terenius, Petter and Garraghan, Peter and Harper, Richard (2023) A material social view on data center waste heat: Novel uses and metrics. Frontiers in Sustainability, 3: 1008583. pp. 1-22. ISSN 2673-4524

Terenius, Petter and Garraghan, Peter and Harper, R.H.R. (2022) Novel Strategies for Data Centre Waste Heat Use. AIP Conference Proceedings. ISSN 0094-243X (In Press)

Hackett, William and Trawicki, Stefan and Yu, Zhengxin and Suri, Neeraj and Garraghan, Peter (2022) PINCH: An Adversarial Extraction Attack Framework for Deep Learning Models. arXiv, abs/22. ISSN 2331-8422

Hackett, William and Trawicki, Stefan and Yu, Zhengxin and Suri, Neeraj and Garraghan, Peter (2022) Pinch : An Adversarial Extraction Attack Framework for Deep Learning Models. arXiv. ISSN 2331-8422

Tuli, Shreshth and Singh Gill, Sukhpal and Xu, Minxian and Garraghan, Peter and Bahsoon, Rami and Dustdar, Scharam and Sakellariou, Rizos and Rana, Omer and Casale, Giuliano and Jennings, Nicholas R. (2022) HUNTER: : AI based holistic resource management for sustainable cloud. Journal of Systems and Software, 184: 111124. ISSN 0164-1212

Yeung, Ging-Fung and Borowiec, Damian and Yang, Renyu and Friday, Adrian and Harper, R.H.R. and Garraghan, Peter (2022) Horus : Interference-Aware and Prediction-Based Scheduling in Deep Learning Systems. IEEE Transactions on Parallel and Distributed Systems, 33 (1): 21015055. pp. 88-100. ISSN 1045-9219

Shahab Nabavi, Sayyid and Singh Gill, Sukhpal and Xu, Minxian and Masdari, Mohammad and Garraghan, Peter (2022) TRACTOR : Traffic‐aware and power‐efficient virtual machine placement in edge‐cloud data centers using artificial bee colony optimization. International Journal of Communication Systems, 35 (1): e4747. ISSN 1074-5351

Borowiec, Damian and Harper, R.H.R. and Garraghan, Peter (2022) Environmental Consequence of Deep Learning. ITNOW, 63 (4). pp. 10-11. ISSN 1746-5702

Lindsay, Dominic and Singh Gill, Sukhpal and Smirnova, Daria and Garraghan, Peter (2021) The evolution of distributed computing systems : from fundamental to new frontiers. Computing, 103 (8). pp. 1859-1878. ISSN 0010-485X

Yu, Yongjia and Jindal, Vasu and Yen, I-Ling and Bastani, Farokh and Xu, Jie and Garraghan, Peter (2020) Integrating Clustering and Regression for Workload Estimation in the Cloud. Concurrency and Computation Practice and Experience, 32 (23): e5931. ISSN 1532-0626

Singh Gill, Sukhpal and Ouyang, Xue and Garraghan, Peter (2020) Tails in the cloud : a survey and taxonomy of straggler management within large‑scale cloud data centres. Journal of Supercomputing, 76. 10050–10089. ISSN 0920-8542

Saeed, Atif and Garraghan, Peter and Asad Hussain, Syed (2020) Cross-VM Network Channel Attacks and Countermeasures within Cloud Computing Environments. IEEE Transactions on Dependable and Secure Computing, 19 (3). pp. 1783-1794. ISSN 1545-5971

Yang, Renyu and Sun, Xiaoyang and Hu, Chunming and Garraghan, Peter and Wo, Tianyu and Wen, Zhenyu and Peng, Hao and Xu, Jie and Li, Chao (2020) Performance-aware Speculative Resource Oversubscription for Large-scale Clusters. IEEE Transactions on Parallel and Distributed Systems, 31 (7). pp. 1499-1517. ISSN 1045-9219

Gill, Sukhpal and Tuli, Shreshth and Xu, Minxian and Singh, Inderpreet and Singh, Karan and Lindsay, Dominic and Tuli, Shikhar and Smirnova, Daria and Singh, Manmeet and Jain, Udit and Pervaiz, Haris and Sehgal, Bhanu and Kaila, Sukhwinder Singh and Misra, Sanjay and Aslanpour, Mohammad Sadegh and Mehta, Harshit and Stankovski, Vlado and Garraghan, Peter (2019) Transformative Effects of IoT, Blockchain and Artificial Intelligence on Cloud Computing : Evolution, Vision, Trends and Open Challenges. Internet of Things, 8: 100118. ISSN 2542-6605

Gill, Sukhpal Singh and Garraghan, Peter and Stankovski, Vlado and Casale, Giuliano and Thulasiram, Ruppa K. and Ghosh, Soumya K. and Ramamohanarao, Kotagiri and Buyya, Rajkumar (2019) Holistic Resource Management for Sustainable and Reliable Cloud Computing : An Innovative Solution to Global Challenge. Journal of Systems and Software, 155. pp. 104-129. ISSN 0164-1212

Gill, Sukhpal Singh and Garraghan, Peter and Buyya, Rajkumar (2019) ROUTER : Fog Enabled Cloud based Intelligent Resource Management Approach for Smart Home IoT Devices. Journal of Systems and Software, 154. pp. 125-138. ISSN 0164-1212

Garraghan, Peter and Ouyang, Xue and Yang, Renyu and McKee, David and Xu, Jie (2019) Straggler root-cause and impact analysis for massive-scale virtualized cloud datacenters. IEEE Transactions on Services Computing, 12 (1). pp. 91-104. ISSN 1939-1374

Garraghan, Peter and Yang, Renyu and Wen, Zhenyu and Romanovsky, Alexander and Xu, Jie and Buyya, Rajkumar and Ranjan, Rajiv (2018) Emergent Failures : Rethinking Cloud Reliability at Scale. IEEE Cloud Computing, 5 (5). pp. 12-21. ISSN 2325-6095

Li, Xiang and Garraghan, Peter and Jiang, Xiaohong and Wu, Zhaohui and Xu, Jie (2018) Holistic virtual machine scheduling in cloud datacenters towards minimizing total energy. IEEE Transactions on Parallel and Distributed Systems, 29 (6). pp. 1317-1331. ISSN 1045-9219

Ouyang, Xue and Garraghan, Peter and Primas, Bernhard and McKee, David and Townend, Paul and Xu, Jie (2018) Adaptive Speculation for Efficient Internetware Application Execution in Clouds. ACM Transactions on Internet Technology, 18 (2): 15. ISSN 1533-5399

Li, Xiang and Jiang, Xiaohong and Garraghan, Peter and Wu, Zhaohui (2018) Holistic energy and failure aware workload scheduling in Cloud datacenters. Future Generation Computer Systems, 78 (3). pp. 887-900. ISSN 0167-739X

Yang, Renyu and Zhang, Yang and Garraghan, Peter and Feng, Yihui and Ouyang, Jin and Xu, Jie and Zhang, Zhuo and Li, Chao (2017) Reliable computing service in massive-scale systems through rapid low-cost failover. IEEE Transactions on Services Computing, 10 (6). pp. 969-983. ISSN 1939-1374

Wen, Zhenyu and Yang, Renyu and Garraghan, Peter and Lin, Tao and Xu, Jie and Rovatsos, Michael (2017) Fog Orchestration for Internet of Things Services. IEEE Internet Computing, 21 (2). pp. 16-24. ISSN 1089-7801

Garraghan, Peter and McKee, David and Ouyang, Xue and Webster, David and Xu, Jie (2015) SEED : a scalable approach for cyber-physical system simulation. IEEE Transactions on Services Computing, 9 (2). pp. 199-212. ISSN 1939-1374

Garraghan, Peter and Moreno, Ismael Solis and Townend, Paul and Xu, Jie (2014) An analysis of failure-related energy waste in a large-scale cloud environment. IEEE Transactions on Emerging Topics in Computing, 2 (2). pp. 166-180. ISSN 2168-6750

Moreno, Ismael Solis and Garraghan, Peter and Townend, Paul and Xu, Jie (2014) Analysis, modeling and simulation of workload patterns in a large-scale utility cloud. IEEE Transactions on Cloud Computing, 2 (2). pp. 208-221. ISSN 2168-7161

Garraghan, Peter and Townend, Paul and Xu, Jie and Yang, Xiaoyu and Sui, Peipei (2013) Using Byzantine fault-tolerance to improve dependability in federated cloud computing. International Journal of Software and Informatics, 7 (2). pp. 221-237. ISSN 1673-7288

Contribution in Book/Report/Proceedings

Hodkin, Matthew and Krug, Louise and Garraghan, Peter (2024) Energy-adaptive Network Switching via Intra-device Scaling. In: Proceedings of the IEEE International Conference on Communications: Scaling the Peaks of Global Communications :. IEEE, USA. (In Press)

Borowiec, Damian and Yeung, Ging-Fung and Friday, Adrian and Harper, R.H.R. and Garraghan, Peter (2022) Trimmer : Cost-Efficient Deep Learning Auto-tuning for Cloud Datacenters. In: Proceedings - 2022 IEEE 15th International Conference on Cloud Computing, CLOUD 2022 :. IEEE, ESP, pp. 374-384. ISBN 9781665481380

Gardiner, Joe and Eiffert, Adam and Garraghan, Peter and Race, Nicholas and Nagaraja, Shishir and Rashid, Awais (2021) Controller-in-the-Middle : Attacks on Software Defined Networks in Industrial Control Systems. In: CPSIoTSec '21 : Proceedings of the 2th Workshop on CPS&IoT Security and Privacy. Joint Workshop on CPS & IoT Security and Privacy (CPSIoTSec) . ACM, New York, pp. 63-68. ISBN 9781450384872

Lindsay, Dominic and Yeung, Ging-Fung and Elkhatib, Yehia and Garraghan, Peter (2021) An Empirical Study of Inter-cluster Resource Orchestration within Federated Cloud Clusters. In: 2021 IEEE International Conference on Joint Cloud Computing (JCC) :. IEEE. ISBN 9781665434805

Yeung, Gingfung and Borowiec, Damian and Yang, Renyu and Friday, Adrian and Harper, R.H.R. and Garraghan, Peter (2020) Horus : An Interference-aware Resource Manager for Deep Learning Systems. In: Algorithms and Architectures for Parallel Processing. ICA3PP 2020 :. Lecture Notes in Computer Science . Springer, pp. 492-508. ISBN 9783030602383

Yeung, Ging-Fung and Borowiec, Damian and Friday, Adrian and Harper, R.H.R. and Garraghan, Peter (2020) Towards GPU Utilization Prediction for Cloud Deep Learning. In: The 12th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud '20) :. USENIX Association. (In Press)

Bulman, James and Garraghan, Peter (2020) A cloud gaming framework for dynamic graphical rendering towards achieving distributed game engines. In: The 12th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud '20) :. UNSPECIFIED. (In Press)

Yang, Renyu and Wen, Zhenyu and McKee, David and Lin, Tao and Xu, Jie and Garraghan, Peter (2020) Software-Defined Fog Orchestration for IoT Services. In: Fog and Fogonomics : Challenges and Practices of Fog Computing, Communication, Networking, Strategy, and Economics. John Wiley, pp. 179-212. ISBN 9781119501091

Yang, Renyu and Wen, Zhenyu and McKee, David and Lin, Tao and Xu, Jie and Garraghan, Peter (2020) Fog Orchestration and Simulation for IoT Services. In: Fog and Fogonomics : Challenges and Practices of Fog Computing, Networking, Strategy, and Economics. Wiley, pp. 179-212. ISBN 1119501091

Lindsay, Dominic and Gill, Sukhpal and Garraghan, Peter (2019) PRISM : An Experiment Framework for Straggler Analytics in Containerized Clusters. In: WoC 2019 Fifth International Workshop on Container Technologies and Container Clouds :. ACM, pp. 13-18. ISBN 9781450370332

Saeed, Atif and Garraghan, Peter and Craggs, Barnaby and van der Linden, Dirk and Rashid, Awais and Asad Hussain, Syed (2018) A Cross-Virtual Machine Network Channel Attack via Mirroring and TAP Impersonation. In: 2018 IEEE International Conference on Cloud Computing (CLOUD) :. IEEE, pp. 606-613. ISBN 9781538672358

Sun, Xiaoyang and Hu, Chunming and Yang, Renyu and Garraghan, Peter and Wo, Tianyu and Xu, Jie and Zhu, Jianyong and Li, Chao (2018) ROSE : Cluster Resource Scheduling via Speculative Over-subscription. In: 38th IEEE International Conference on Distributed Systems Computing Systems :. 2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS) . IEEE, pp. 949-960. ISBN 9781538668719

Primas, Bernhard and Garraghan, Peter and McKee, David and Summers, Jon and Xu, Jie (2017) A Framework and Task Allocation Analysis for Infrastructure Independent Energy-Efficient Scheduling in Cloud Data Centers. In: 2017 IEEE International Conference on Cloud Computing Technology and Science (CloudCom) :. IEEE, pp. 178-185. ISBN 9781538606933

Primas, Bernhard and Garraghan, Peter and Djemame, Karim and Shakhlevich, Natasha (2016) Resource boxing : converting realistic cloud task utilization patterns for theoretical scheduling. In: UCC '16 Proceedings of the 9th International Conference on Utility and Cloud Computing :. ACM, New York, pp. 138-147. ISBN 9781450346160

Garraghan, Peter and Al-Anii, Yaser and Summers, Jon and Thompson, Harvey and Kapur, Nik and Djemame, Karim (2016) A unified model for holistic power usage in cloud datacenter servers. In: UCC '16 Proceedings of the 9th International Conference on Utility and Cloud Computing :. ACM, New York, pp. 11-19. ISBN 9781450346160

Ouyang, Xue and Garraghan, Peter and Wang, Changjian and Townend, Paul and Xu, Jie (2016) An approach for modeling and ranking node-level stragglers in cloud datacenters. In: 2016 IEEE International Conference on Services Computing (SCC) :. IEEE, pp. 673-680. ISBN 9781509026289

Wu, Zhaohui and Li, Xiang and Garraghan, Peter and Jiang, Xiaohong and Ye, Kejiang and Zomaya, Albert Y. (2016) Virtual machine level temperature profiling and prediction in cloud datacenters. In: 2016 IEEE 36th International Conference on Distributed Computing Systems (ICDCS) :. IEEE, pp. 735-736. ISBN 9781509014828

Garraghan, Peter and Perks, Stuart and Ouyang, Xue and McKee, David and Moreno, Ismael Solis (2016) Tolerating transient late-timing faults in cloud-based real-time stream processing. In: 2016 IEEE 19th International Symposium on Real-Time Distributed Computing (ISORC) :. IEEE, pp. 108-115. ISBN 9781467390323

Ouyang, Xue and Garraghan, Peter and McKee, David and Townend, Paul and Xu, Jie (2016) Straggler detection in parallel computing systems through dynamic threshold calculation. In: 2016 IEEE 30th International Conference on Advanced Information Networking and Applications (AINA) :. IEEE, pp. 414-421. ISBN 9781509018581

Garraghan, Peter and Ouyang, Xue and Townend, Paul and Xu, Jie (2015) Timely long tail identification through agent based monitoring and analytics. In: 2015 IEEE 18th International Symposium on Real-Time Distributed Computing :. IEEE, pp. 19-26. ISBN 9781479987818

Patel, Jemishkumar and Jindal, Vasu and Yen, I-Ling and Bastani, Farokh and Xu, Jie and Garraghan, Peter (2015) Workload estimation for improving resource management decisions in the cloud. In: 2015 IEEE Twelfth International Symposium on Autonomous Decentralized Systems :. IEEE, pp. 25-32. ISBN 9781479982615

Leesakul, Waraporn and Townend, Paul and Garraghan, Peter (2014) Fault-tolerant dynamic deduplication for utility computing. In: 2014 IEEE 17th International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing :. IEEE, pp. 397-404. ISBN 9781479944309

AlJahdali, Hussain and Albatli, Abdulaziz and Garraghan, Peter and Townend, Paul and Lau, Lydia and Xu, Jie (2014) Multi-tenancy in cloud computing. In: 2014 IEEE 8th International Symposium on Service Oriented System Engineering (SOSE) :. IEEE, pp. 344-351. ISBN 9781479936168

Garraghan, Peter and Townend, Paul and Xu, Jie (2014) An empirical failure-analysis of a large-scale cloud computing environment. In: 2014 IEEE 15th International Symposium on High-Assurance Systems Engineering :. IEEE, pp. 113-120.

Garraghan, Peter and Townend, Paul and Xu, Jie (2013) An analysis of the server characteristics and resource utilization in Google Cloud. In: 2013 IEEE International Conference on Cloud Engineering (IC2E) :. IEEE, pp. 124-131. ISBN 9780769549453

Moreno, Ismael Solis and Garraghan, Peter and Townend, Paul (2013) An approach for characterizing workloads in Google Cloud to derive realistic resource utilization models. In: 2013 IEEE 7th International Symposium on Service Oriented System Engineering (SOSE) :. IEEE, pp. 49-60. ISBN 9780769549446

Garraghan, Peter and Townend, Paul and Xu, Jie (2012) Real-time fault-tolerance in federated cloud environments. In: 2012 15th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops (ISORCW) :. IEEE, pp. 118-123. ISBN 9780769546698

Garraghan, Peter and Townend, Paul and Xu, Jie (2012) Byzantine fault-tolerance in federated cloud computing. In: 2011 IEEE 6th International Symposium on Service Oriented System Engineering (SOSE) :. IEEE, pp. 280-285. ISBN 9781467304108

Contribution to Conference

Trawicki, Stefan and Hackett, William and Birch, Lewis and Suri, Neeraj and Garraghan, Peter (2023) Compilation as a Defense : Enhancing DL Model Attack Robustness via Tensor Optimization. In: Conference on Applied Machine Learning for Information Security, 2023-10-19 - 2023-10-20, Sands Capital Building, 1000 Wilson Boulevard, 30th Floor.

Birch, Lewis and Hackett, William and Trawicki, Stefan and Suri, Neeraj and Garraghan, Peter (2023) Model Leeching : An Extraction Attack Targeting LLMs. In: Conference on Applied Machine Learning for Information Security, 2023-10-19 - 2023-10-20, 1000 Wilson Boulevard, 30th Floor.

Terenius, Petter and Garraghan, Peter and Harper, R.H.R. (2020) Using data centre waste heat to dry coffee whilst supplying small-scale farmers with ICT : a case study based on a novel systems-based approach. In: 2020 International Conference on Sustainable Development, 2020-09-21 - 2020-09-22, Online.

Terenius, Petter and Golmen, Lars G and Garraghan, Peter and Harper, R.H.R. (2020) Heat energy from datacenters : an opportunity for marine energy. In: UNSPECIFIED. (In Press)

Ouyang, Xue and Garraghan, Peter and Yang, Renyu and Townend, Paul and Xu, Jie (2016) Reducing late-timing failure at scale : straggler root-cause analysis in cloud datacenters. In: 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2016-06-28 - 2016-07-01, École Nationale de l’Aviation Civile (ENAC).

Garraghan, Peter and Townend, Paul and Xu, Jie (2011) Dependability in federated cloud environments. In: Tenth UK e-Science All-Hands Meeting, 2011-09-26 - 2011-09-29, University of York.

Garraghan, Peter and Townend, Paul and Xu, Jie (2011) Cloud computing dependability. In: 8th Postgraduate Academic Forum, 2011-10-20, Beihang University.

Thesis

Gardiner, Joe and Race, Nicholas and Garraghan, Peter (2024) Protecting Against Compromised Controllers in Software Defined Networks Using an Efficient Byzantine Fault Preventing Control Plane. PhD thesis, Lancaster University.

Terenius, Petter and Harper, Richard and Garraghan, Peter (2024) Data centre waste heat : applications, societies, metrics. PhD thesis, Lancaster University.

Li, Weijia and Garraghan, Peter and Stowell, Alison and O'Reilly, Dermot (2023) Develop a blueprint for an innovative digital tool to drive forward sustainable business practices. Masters thesis, Lancaster University.

Borowiec, Damian and Garraghan, Peter and Harper, Richard (2023) Analysing and Reducing Costs of Deep Learning Compiler Auto-tuning. PhD thesis, Lancaster University.

Yeung, Ging-Fung and Garraghan, Peter and Friday, Adrian (2022) Proactive Interference-aware Resource Management in Deep Learning Training Cluster. PhD thesis, Lancaster University.

Saeed, Atif and Garraghan, Peter (2020) Cross-VM network attacks & their countermeasures within cloud computing environments. PhD thesis, Lancaster University.