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Professor Peter Garraghan

Professor in Distributed Systems

  1. 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/ISSNConference contribution/Paperpeer-review

  2. Published

    Virtual machine level temperature profiling and prediction in cloud datacenters

    Wu, Z., Li, X., Garraghan, P., Jiang, X., Ye, K. & Zomaya, A. Y., 11/08/2016, 2016 IEEE 36th International Conference on Distributed Computing Systems (ICDCS). IEEE, p. 735-736 2 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  3. Published
  4. 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/MagazineJournal articlepeer-review

  5. 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/ISSNConference contribution/Paperpeer-review

  6. 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/MagazineJournal articlepeer-review

  7. 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/MagazineJournal articlepeer-review

  8. Forthcoming

    Towards GPU Utilization Prediction for Cloud Deep Learning

    Yeung, G-F., Borowiec, D., Friday, A., Harper, R. H. R. & Garraghan, P., 1/05/2020, (Accepted/In press) The 12th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud '20). USENIX Association

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  9. 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/ISSNConference contribution/Paperpeer-review

  10. 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/ISSNConference contribution/Paperpeer-review

  11. 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/MagazineJournal articlepeer-review

  12. 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/MagazineJournal articlepeer-review

  13. 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/MagazineJournal articlepeer-review

  14. 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/MagazineJournal articlepeer-review

  15. 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/ISSNConference contribution/Paperpeer-review

  16. 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/MagazineJournal articlepeer-review

  17. Published

    Software-Defined Fog Orchestration for IoT Services

    Yang, R., Wen, Z., McKee, D., Lin, T., Xu, J. & Garraghan, P., 4/03/2020, Fog and Fogonomics: Challenges and Practices of Fog Computing, Communication, Networking, Strategy, and Economics. Yang, Y., Huang, J., Zhang, T. & Weinman, J. (eds.). John Wiley, p. 179-212 34 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  18. 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/MagazineJournal articlepeer-review

  19. 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/MagazineJournal articlepeer-review

  20. 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/ISSNConference contribution/Paperpeer-review

  21. 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/ISSNConference contribution/Paperpeer-review

  22. Published

    Reliable computing service in massive-scale systems through rapid low-cost failover

    Yang, R., Zhang, Y., Garraghan, P., Feng, Y., Ouyang, J., Xu, J., Zhang, Z. & Li, C., 11/2017, In: IEEE Transactions on Services Computing. 10, 6, p. 969-983 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  23. 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 paperpeer-review

  24. 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/ISSNConference contribution/Paperpeer-review

  25. 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/ISSNConference contribution/Paperpeer-review

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