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Research

Professor Peter Garraghan

Professor in Distributed Systems

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  1. 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

  2. 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/ISSN › Conference contribution/Paper › peer-review

  3. Published

    Horus: An Interference-aware Resource Manager for Deep Learning Systems

    Yeung, G., Borowiec, D., Yang, R., Friday, A., Harper, R. H. R. & Garraghan, P., 29/09/2020, Algorithms and Architectures for Parallel Processing. ICA3PP 2020. Qiu, M. (ed.). Springer, p. 492-508 17 p. (Lecture Notes in Computer Science; vol. 12453).

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

  4. 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

  5. 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/Magazine › Journal article › peer-review

  6. Published

    Fog Orchestration and Simulation for IoT Services

    Yang, R., Wen, Z., McKee, D., Lin, T., Xu, J. & Garraghan, P., 1/03/2020, Fog and Fogonomics: Challenges and Practices of Fog Computing, Networking, Strategy, and Economics. Yang, Y., Huang, J., Zhang, T. & Weinman, J. (eds.). Wiley, p. 179-212 34 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  7. Published

    Performance-aware Speculative Resource Oversubscription for Large-scale Clusters

    Yang, R., Sun, X., Hu, C., Garraghan, P., Wo, T., Wen, Z., Peng, H., Xu, J. & Li, C., 28/01/2020, In: IEEE Transactions on Parallel and Distributed Systems. 31, 7, p. 1499-1517 19 p.

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

  8. 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/ISSN › Chapter

  9. 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/ISSN › Conference contribution/Paper › peer-review

  10. Published

    Fog Orchestration for Internet of Things Services

    Wen, Z., Yang, R., Garraghan, P., Lin, T., Xu, J. & Rovatsos, M., 1/03/2017, In: IEEE Internet Computing. 21, 2, p. 16-24 9 p.

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

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