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Research

Professor Peter Garraghan

Professor in Distributed Systems

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  1. 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

  2. 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

  3. Forthcoming

    Energy-adaptive Network Switching via Intra-device Scaling

    Hodkin, M., Krug, L. & Garraghan, P., 17/01/2024, (Accepted/In press) Proceedings of the IEEE International Conference on Communications: Scaling the Peaks of Global Communications. IEEE, 6 p.

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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

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