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Research

Professor Peter Garraghan

Professor in Distributed Systems

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  1. Conference contribution/Paper
  2. 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

  3. 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

  4. 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

  5. Conference paper
  6. Published

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

    Trawicki, S., Hackett, W., Birch, L., Suri, N. & Garraghan, P., 20/10/2023. 2 p.

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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. Published

    Cloud computing dependability

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

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

  13. Journal article
  14. 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

  15. Published

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

    Tuli, S., Singh Gill, S., Garraghan, P., Buyya, R., Casale, G. & Jennings, N. R., 31/01/2023, In: IEEE Transactions on Services Computing. 16, 1, p. 615-627 13 p.

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

  16. Published

    A material social view on data center waste heat: Novel uses and metrics

    Terenius, P., Garraghan, P. & Harper, R., 25/01/2023, In: Frontiers in Sustainability. 3, p. 1-22 22 p., 1008583.

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

  17. 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

  18. 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

  19. 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

  20. Published

    HUNTER: AI based holistic resource management for sustainable cloud

    Tuli, S., Singh Gill, S., Xu, M., Garraghan, P., Bahsoon, R., Dustdar, S., Sakellariou, R., Rana, O., Casale, G. & Jennings, N. R., 28/02/2022, In: Journal of Systems and Software. 184, 111124.

    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

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

    Yeung, G-F., Borowiec, D., Yang, R., Friday, A., Harper, R. H. R. & Garraghan, P., 31/01/2022, In: IEEE Transactions on Parallel and Distributed Systems. 33, 1, p. 88-100 13 p., 21015055.

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

  23. 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

  24. 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

  25. Published

    Integrating Clustering and Regression for Workload Estimation in the Cloud

    Yu, Y., Jindal, V., Yen, I-L., Bastani, F., Xu, J. & Garraghan, P., 10/12/2020, In: Concurrency and Computation Practice and Experience. 32, 23, 20 p., e5931.

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

  26. 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

  27. 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

  28. 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

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