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Distributed Systems

  1. 2021
  2. Published

    Old-growth forest loss and secondary forest recovery across Amazonian countries

    Smith, C. C., Healey, J. R., De Berenguer Cesar, E., Young, P., Taylor, B., Elias, F., Espirito-Santo, F. & Barlow, J., 4/08/2021, In: Environmental Research Letters. 16, 8, 14 p., 085009.

    Research output: Contribution to journalJournal articlepeer-review

  3. Forthcoming

    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., 26/04/2021, (Accepted/In press) In: IEEE Transactions on Parallel and Distributed Systems.

    Research output: Contribution to journalJournal articlepeer-review

  4. 2020
  5. Published

    Efficient deep neural network inference for embedded systems: A mixture of experts approach

    Taylor, B., 22/11/2020, Lancaster University. 172 p.

    Research output: ThesisDoctoral Thesis

  6. Published
  7. 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/ISSNConference contribution/Paperpeer-review

  8. Published

    A Survey of Methodology in Self-Adaptive Systems Research

    Porter, B., Rodrigues Filho, R. & Dean, P., 15/09/2020, 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS). IEEE, p. 168-177 10 p.

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

  9. Published

    Autonomous State-Management Support in Distributed Self-adaptive Systems

    Rodrigues Filho, R. & Porter, B., 15/09/2020, 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C). IEEE, p. 176-181 6 p.

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

  10. Published

    An Ontological Architecture for Principled and Automated System of Systems Composition

    Elhabbash, A., Nundloll, V., Elkhatib, Y., Blair, G. & Sanz Marco, V., 29/06/2020, 15th International Symposium on Software Engineering for Adaptive and Self-Managing Systems. ACM, p. 85–95 11 p.

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

  11. Published

    Performance Optimization on big.LITTLE Architectures: A Memory-latency Aware Approach

    Wolff, W. & Porter, B., 1/06/2020, LCTES '20: The 21st ACM SIGPLAN/SIGBED Conference on Languages, Compilers, and Tools for Embedded Systems. New York: ACM, p. 51–61 11 p.

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

  12. 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/ISSNConference contribution/Paperpeer-review

  13. 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

  14. Published

    A Large Ensemble Approach to Quantifying Internal Model Variability Within the WRF Numerical Model

    Bassett, R., Young, P., Blair, G., Samreen, F. & Simm, W., 16/04/2020, In: Journal of Geophysical Research. 125, 7, 14 p., e2019JD031286.

    Research output: Contribution to journalJournal articlepeer-review

  15. 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

  16. Published

    Optimizing Deep Learning Inference on Embedded Systems Through Adaptive Model Selection

    Sanz Marco, V., Taylor, B., Wang, Z. & Elkhatib, Y., 1/02/2020, In: ACM Transactions on Embedded Computing. 19, 1, 28 p., 2.

    Research output: Contribution to journalJournal articlepeer-review

  17. 2019
  18. Published

    SLO-ML: A Language for Service Level Objective Modelling in Multi-cloud applications

    Elhabbash, A., Jumagaliyev, A., Blair, G. & Elkhatib, Y., 1/12/2019, Proceedings of IEEE/ACM 12th International Conference on Utility and Cloud Computing. IEEE/ACM, p. 241–250 10 p.

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

  19. Published

    A Modelling Language to Support Evolution of Multi-Tenant Cloud Data Architectures

    Jumagaliyev, A. & Elkhatib, Y., 21/11/2019, Proceedings - 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems, MODELS 2019. IEEE, p. 139-149 11 p.

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

  20. Published

    Auto-tuning MPI Collective Operations on Large-Scale Parallel Systems

    Zheng, W., Fang, J., Chen, J., Pan, X., Wang, H., Huang, C., Sun, X., Tang, T. & Wang, Z., 3/10/2019, The 21st IEEE International Conference on High Performance Computing and Communications. IEEE, p. 670-677 8 p.

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

  21. Published

    CadaML: A Modeling Language for Multi-Tenant Cloud Application Data Architectures

    Jumagaliyev, A. & Elkhatib, Y., 29/08/2019, 2019 IEEE 12th International Conference on Cloud Computing (CLOUD). IEEE, p. 430-434 5 p.

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

  22. Published

    Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs

    Wu, Y., Liu, X., Feng, Y., Wang, Z., Yan, R. & Zhao, D., 31/07/2019, The 28th International Joint Conference on Artificial Intelligence (IJCAI). IJCAI, p. 5278-5284 7 p.

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

  23. Published

    Sensing Our World Using Wireless Signals

    Chen, X., Chen, L., Feng, C., Fang, D., Xiong, J., Cui, Y. & Wang, Z., 19/07/2019, In: IEEE Internet Computing. 23, 3, p. 38-45 8 p.

    Research output: Contribution to journalJournal articlepeer-review

  24. Published

    A Framework for SLO-driven Cloud Specification and Brokerage

    Elhabbash, A., Elkhatib, Y., Blair, G. S., Lin, Y. & Barker, A., 4/07/2019, 2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID). IEEE, p. 666-667 2 p.

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

  25. Published

    Same Same, but Different: A Descriptive Intra-IaaS Differentiation

    Elkhatib, Y., Samreen, F. & Blair, G. S., 4/07/2019, 6th Workshop on CrossCloud Infrastructures & Platforms: 6th Workshop on CrossCloud Infrastructures & Platforms. IEEE, p. 690-695 6 p.

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

  26. Published

    Optimizing Sparse Matrix-Vector Multiplications on an ARMv8-based Many-Core Architecture

    Chen, D., Fang, J., Chen, S., Xu, C. & Wang, Z., 1/06/2019, In: International Journal of Parallel Programming. 47, 3, p. 418-432 15 p.

    Research output: Contribution to journalJournal articlepeer-review

  27. Published

    Function Merging by Sequence Alignment

    Rocha, R., Petoumenos, P., Wang, Z., Cole, M. & Leather, H., 16/02/2019, ACM/IEEE International Symposium on Code Generation and Optimization (CGO) 2019. ACM, p. 149-163 15 p.

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

  28. Published

    Find Me A Safe Zone: A Countermeasure for Channel State Information Based Attacks

    Zhang, J., Tang, Z., Li, M., Fang, D., Chen, X. & Wang, Z., 01/2019, In: Computers and Security. 80, p. 273-290 18 p.

    Research output: Contribution to journalJournal articlepeer-review

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