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Research

Professor Peter Garraghan

Professor in Distributed Systems

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  1. Published

    Multi-tenancy in cloud computing

    AlJahdali, H., Albatli, A., Garraghan, P., Townend, P., Lau, L. & Xu, J., 12/06/2014, 2014 IEEE 8th International Symposium on Service Oriented System Engineering (SOSE). IEEE, p. 344-351 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  2. Published

    Model Leeching: An Extraction Attack Targeting LLMs

    Birch, L., Hackett, W., Trawicki, S., Suri, N. & Garraghan, P., 20/10/2023.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  3. Published

    Environmental Consequence of Deep Learning

    Borowiec, D., Harper, R. H. R. & Garraghan, P., 11/01/2022, In: ITNOW. 63, 4, p. 10-11 2 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Forthcoming

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

    Borowiec, D., Yeung, G-F., Friday, A., Harper, R. H. R. & Garraghan, P., 11/05/2022, (Accepted/In press) IEEE International Conference on Cloud Computing. CLOUD 22. IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  5. Published

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

    Borowiec, D., Yeung, G-F., Friday, A., Harper, R. H. R. & Garraghan, P., 31/07/2023, In: IEEE Transactions on Parallel and Distributed Systems. 34, 7, p. 2208-2220 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Forthcoming

    A cloud gaming framework for dynamic graphical rendering towards achieving distributed game engines

    Bulman, J. & Garraghan, P., 1/05/2020, (Accepted/In press) The 12th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud '20).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  7. Published

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

    Gardiner, J., Eiffert, A., Garraghan, P., Race, N., Nagaraja, S. & Rashid, A., 30/11/2021, CPSIoTSec '21: Proceedings of the 2th Workshop on CPS&IoT Security and Privacy. New York: ACM, p. 63-68 6 p. ( Joint Workshop on CPS & IoT Security and Privacy (CPSIoTSec)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  8. Published

    Straggler root-cause and impact analysis for massive-scale virtualized cloud datacenters

    Garraghan, P., Ouyang, X., Yang, R., McKee, D. & Xu, J., 1/01/2019, In: IEEE Transactions on Services Computing. 12, 1, p. 91-104 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. Published

    SEED: a scalable approach for cyber-physical system simulation

    Garraghan, P., McKee, D., Ouyang, X., Webster, D. & Xu, J., 14/10/2015, In: IEEE Transactions on Services Computing. 9, 2, p. 199-212 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    An analysis of failure-related energy waste in a large-scale cloud environment

    Garraghan, P., Moreno, I. S., Townend, P. & Xu, J., 30/06/2014, In: IEEE Transactions on Emerging Topics in Computing. 2, 2, p. 166-180 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. Published

    Using Byzantine fault-tolerance to improve dependability in federated cloud computing

    Garraghan, P., Townend, P., Xu, J., Yang, X. & Sui, P., 1/06/2013, In: International Journal of Software and Informatics. 7, 2, p. 221-237 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  12. Published

    Tolerating transient late-timing faults in cloud-based real-time stream processing

    Garraghan, P., Perks, S., Ouyang, X., McKee, D. & Moreno, I. S., 21/07/2016, 2016 IEEE 19th International Symposium on Real-Time Distributed Computing (ISORC) . IEEE, p. 108-115 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  13. Published

    Timely long tail identification through agent based monitoring and analytics

    Garraghan, P., Ouyang, X., Townend, P. & Xu, J., 13/07/2015, 2015 IEEE 18th International Symposium on Real-Time Distributed Computing . IEEE, p. 19-26 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  14. Published

    An empirical failure-analysis of a large-scale cloud computing environment

    Garraghan, P., Townend, P. & Xu, J., 6/03/2014, 2014 IEEE 15th International Symposium on High-Assurance Systems Engineering. IEEE, p. 113-120 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  15. Published

    An analysis of the server characteristics and resource utilization in Google Cloud

    Garraghan, P., Townend, P. & Xu, J., 13/06/2013, 2013 IEEE International Conference on Cloud Engineering (IC2E). IEEE, p. 124-131 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  16. Published

    Real-time fault-tolerance in federated cloud environments

    Garraghan, P., Townend, P. & Xu, J., 10/05/2012, 2012 15th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops (ISORCW). IEEE, p. 118-123 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  17. Published

    Byzantine fault-tolerance in federated cloud computing

    Garraghan, P., Townend, P. & Xu, J., 26/01/2012, 2011 IEEE 6th International Symposium on Service Oriented System Engineering (SOSE). IEEE, p. 280-285 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  18. Published

    Cloud computing dependability

    Garraghan, P., Townend, P. & Xu, J., 2011.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  19. Published

    Dependability in federated cloud environments

    Garraghan, P., Townend, P. & Xu, J., 26/09/2011.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  20. Published

    A unified model for holistic power usage in cloud datacenter servers

    Garraghan, P., Al-Anii, Y., Summers, J., Thompson, H., Kapur, N. & Djemame, K., 6/12/2016, UCC '16 Proceedings of the 9th International Conference on Utility and Cloud Computing. New York: ACM, p. 11-19 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  21. Published

    Emergent Failures: Rethinking Cloud Reliability at Scale

    Garraghan, P., Yang, R., Wen, Z., Romanovsky, A., Xu, J., Buyya, R. & Ranjan, R., 18/10/2018, In: IEEE Cloud Computing. 5, 5, p. 12-21 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  22. Published

    ROUTER: Fog Enabled Cloud based Intelligent Resource Management Approach for Smart Home IoT Devices

    Gill, S. S., Garraghan, P. & Buyya, R., 1/08/2019, In: Journal of Systems and Software. 154, p. 125-138 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  23. Published

    Holistic Resource Management for Sustainable and Reliable Cloud Computing: An Innovative Solution to Global Challenge

    Gill, S. S., Garraghan, P., Stankovski, V., Casale, G., Thulasiram, R. K., Ghosh, S. K., Ramamohanarao, K. & Buyya, R., 1/09/2019, In: Journal of Systems and Software. 155, p. 104-129 26 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  24. Published

    Transformative Effects of IoT, Blockchain and Artificial Intelligence on Cloud Computing: Evolution, Vision, Trends and Open Challenges

    Gill, S., Tuli, S., Xu, M., Singh, I., Singh, K., Lindsay, D., Tuli, S., Smirnova, D., Singh, M., Jain, U., Pervaiz, H., Sehgal, B., Kaila, S. S., Misra, S., Aslanpour, M. S., Mehta, H., Stankovski, V. & Garraghan, P., 1/12/2019, In: Internet of Things. 8, 26 p., 100118.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  25. Published

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

    Gill, S. S., Tuli, S., Toosi, A. N., Cuadrado, F., Garraghan, P., Bahsoon, R., Lutfiyya, H., Sakellariou, R., Rana, O., Dustdar, S. & Buyya, R., 1/08/2020, In: Journal of Systems and Software. 166, 20 p., 110596.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  26. Published

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

    Hackett, W., Trawicki, S., Yu, Z., Suri, N. & Garraghan, P., 13/09/2022, In: arXiv. abs/2209.06300, 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  27. Published

    Pinch: An Adversarial Extraction Attack Framework for Deep Learning Models

    Hackett, W., Trawicki, S., Yu, Z., Suri, N. & Garraghan, P., 13/09/2022, In: arXiv.

    Research output: Contribution to Journal/Magazine › Journal article

  28. Published

    Fault-tolerant dynamic deduplication for utility computing

    Leesakul, W., Townend, P. & Garraghan, P., 18/09/2014, 2014 IEEE 17th International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing. IEEE, p. 397-404 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  29. Published

    Holistic virtual machine scheduling in cloud datacenters towards minimizing total energy

    Li, X., Garraghan, P., Jiang, X., Wu, Z. & Xu, J., 1/06/2018, In: IEEE Transactions on Parallel and Distributed Systems. 29, 6, p. 1317-1331 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  30. Published

    Holistic energy and failure aware workload scheduling in Cloud datacenters

    Li, X., Jiang, X., Garraghan, P. & Wu, Z., 01/2018, In: Future Generation Computer Systems. 78, 3, p. 887-900 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  31. Published

    PRISM: An Experiment Framework for Straggler Analytics in Containerized Clusters

    Lindsay, D., Gill, S. & Garraghan, P., 1/12/2019, WoC 2019 Fifth International Workshop on Container Technologies and Container Clouds. ACM, p. 13-18 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  32. Published

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

    Lindsay, D., Singh Gill, S., Smirnova, D. & Garraghan, P., 31/08/2021, In: Computing. 103, 8, p. 1859-1878 20 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  33. Published

    An Empirical Study of Inter-cluster Resource Orchestration within Federated Cloud Clusters

    Lindsay, D., Yeung, G-F., Elkhatib, Y. & Garraghan, P., 13/10/2021, 2021 IEEE International Conference on Joint Cloud Computing (JCC). IEEE, 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  34. Published

    Analysis, modeling and simulation of workload patterns in a large-scale utility cloud

    Moreno, I. S., Garraghan, P., Townend, P. & Xu, J., 1/04/2014, In: IEEE Transactions on Cloud Computing. 2, 2, p. 208-221 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  35. Published

    An approach for characterizing workloads in Google Cloud to derive realistic resource utilization models

    Moreno, I. S., Garraghan, P. & Townend, P., 10/06/2013, 2013 IEEE 7th International Symposium on Service Oriented System Engineering (SOSE). IEEE, p. 49-60 12 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  36. Published

    An approach for modeling and ranking node-level stragglers in cloud datacenters

    Ouyang, X., Garraghan, P., Wang, C., Townend, P. & Xu, J., 1/09/2016, 2016 IEEE International Conference on Services Computing (SCC) . IEEE, p. 673-680 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  37. Published

    Reducing late-timing failure at scale: straggler root-cause analysis in cloud datacenters

    Ouyang, X., Garraghan, P., Yang, R., Townend, P. & Xu, J., 18/08/2016. 2 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  38. Published

    Straggler detection in parallel computing systems through dynamic threshold calculation

    Ouyang, X., Garraghan, P., McKee, D., Townend, P. & Xu, J., 23/05/2016, 2016 IEEE 30th International Conference on Advanced Information Networking and Applications (AINA) . IEEE, p. 414-421 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  39. Published

    Adaptive Speculation for Efficient Internetware Application Execution in Clouds

    Ouyang, X., Garraghan, P., Primas, B., McKee, D., Townend, P. & Xu, J., 01/2018, In: ACM Transactions on Internet Technology. 18, 2, 22 p., 15.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  40. Published

    Workload estimation for improving resource management decisions in the cloud

    Patel, J., Jindal, V., Yen, I-L., Bastani, F., Xu, J. & Garraghan, P., 29/04/2015, 2015 IEEE Twelfth International Symposium on Autonomous Decentralized Systems. IEEE, p. 25-32 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  41. Published

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

    Primas, B., Garraghan, P., Djemame, K. & Shakhlevich, N., 6/12/2016, UCC '16 Proceedings of the 9th International Conference on Utility and Cloud Computing. New York: ACM, p. 138-147 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  42. Published

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

    Primas, B., Garraghan, P., McKee, D., Summers, J. & Xu, J., 11/12/2017, 2017 IEEE International Conference on Cloud Computing Technology and Science (CloudCom). IEEE, p. 178-185 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  43. Published

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

    Saeed, A., Garraghan, P., Craggs, B., van der Linden, D., Rashid, A. & Asad Hussain, S., 2/07/2018, 2018 IEEE International Conference on Cloud Computing (CLOUD). IEEE, p. 606-613 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  44. E-pub ahead of print

    Cross-VM Network Channel Attacks and Countermeasures within Cloud Computing Environments

    Saeed, A., Garraghan, P. & Asad Hussain, S., 10/11/2020, (E-pub ahead of print) In: IEEE Transactions on Dependable and Secure Computing. 19, 3, p. 1783-1794 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  45. Published

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

    Shahab Nabavi, S., Singh Gill, S., Xu, M., Masdari, M. & Garraghan, P., 31/01/2022, In: International Journal of Communication Systems. 35, 1, 21 p., e4747.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  46. Published

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

    Singh Gill, S., Ouyang, X. & Garraghan, P., 1/12/2020, In: Journal of Supercomputing. 76, p. 10050–10089 40 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  47. Published

    ROSE: Cluster Resource Scheduling via Speculative Over-subscription

    Sun, X., Hu, C., Yang, R., Garraghan, P., Wo, T., Xu, J., Zhu, J. & Li, C., 2/07/2018, 38th IEEE International Conference on Distributed Systems Computing Systems. IEEE, p. 949-960 12 p. (2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  48. Published

    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

    Terenius, P., Garraghan, P. & Harper, R. H. R., 21/11/2020, p. 1-17. 17 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper

  49. Forthcoming

    Heat energy from datacenters: an opportunity for marine energy

    Terenius, P., Golmen, L. G., Garraghan, P. & Harper, R. H. R., 26/02/2020, (Accepted/In press). 3 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper

  50. Forthcoming

    Novel Strategies for Data Centre Waste Heat Use

    Terenius, P., Garraghan, P. & Harper, R. H. R., 22/11/2022, (Accepted/In press) In: AIP Conference Proceedings. 6 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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