Publications

Recent publications by members of the research group. To see a full list of publications for any individual, view their research profile.

• Filgueira, R 2022, frances: a deep learning nlp and text mining web tool to unlock historical digital collections. in 2022 IEEE 18th International Conference on eScience . IEEE, 18th IEEE International eScience Conference (eScience 2022), Salt Lake City, Utah, United States, 10/10/22.
• Lupafya, C & Balasubramaniam, D 2022, A framework for considering uncertainty in software systems. in HV Leong, SS Sarvestani, Y Teranishi, A Cuzzocrea, H Kashiwazaki, D Towey, J-J Yang & H Shahriar (eds), Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC)., 9842720, Proceedings - International Computer Software & Applications Conference, IEEE Computer Society, Computers, Software & Applications in an Uncertain World (COMPSAC 2022), 27/06/22. https://doi.org/10.1109/compsac54236.2022.00241
• Moreno Rocha, MA, Nacenta, MA & Ye, J 2022, 'An exploratory study on academic reading contexts, technology, and strategies', Paper presented at 8th Mexican Conference on Human-Computer Interaction, 1/12/21 - 3/12/21. https://doi.org/10.1145/3492724.3492727
• Wang, Y, Ye, J & Borchers, DL 2022, 'Automated call detection for acoustic surveys with structured calls of varying length', Methods in Ecology and Evolution, vol. 13, no. 7, pp. 1552-1567. https://doi.org/10.1111/2041-210X.13873
• Kirkpatrick, R, Brown, CM & Janjic, V 2022, COMPROF and COMPLACE: shared-memory communication profiling and automated thread placement via dynamic binary instrumentation. in 29th IEEE International Conference on High Performance Computing, Data, and Analytics. IEEE International Conference on High Performance Computing, Data, and Analytics, 29th IEEE International Conference on High Performance Computing, Data, and Analytics (HIPC), Bangalore, India, 18/12/22.
• Majeed, AA, Kilpatrick, P, Spence, I & Varghese, B 2022, CONTINUER: maintaining distributed DNN services during edge failures. in CA Ardagna, H Bian, CK Chang, RN Chang, E Damiani, G Elia, Q He, V Puig, R Ward, F Xhafa & J Zhang (eds), 2022 IEEE International Conference on Edge Computing and Communications (EDGE 2022)., 9860277, IEEE International Conference on Edge Computing and Communications, IEEE Computer Society, IEEE International Conference on Edge Computing and Communications, Barcelona, Spain, 11/07/22. https://doi.org/10.1109/EDGE55608.2022.00029
• Wang, N & Varghese, B 2022, 'Context-aware distribution of fog applications using deep reinforcement learning', Journal of Network and Computer Applications, vol. 203, 103354. https://doi.org/10.1016/j.jnca.2022.103354
• Wong, J, Henderson, T & Ball, K 2022, 'Data protection for the common good: developing a framework for a data protection-focused data commons', Data & Policy, vol. 4, e3. https://doi.org/10.1017/dap.2021.40
• Mann, PS, Smith, VA, Mitchell, JBO & Dobson, SA 2022, 'Degree correlations in graphs with clique clustering', Physical Review. E, Statistical, nonlinear, and soft matter physics, vol. 105, no. 4, 044314. https://doi.org/10.1103/PhysRevE.105.044314
• Pisani, S, Miller, AHD & Hall, M 2022, Digitally restoring artefacts using 3D modelling techniques for immersive learning opportunities. in A Dengel, M-L Bourguet, D Pedrosa, J Hutson, K Erenli, D Economou, A Peña-Rios & J Richter (eds), Proceedings of the 2022 8^th international conference of the Immersive Learning Research Network (iLRN): Online and Vienna, May 30 - June 4, 2022. iLRN, Vienna, pp. 149-156, 8th International Conference of the Immersive Learning Research Network , Vienna, Austria, 30/05/22. https://doi.org/10.23919/iLRN55037.2022.9815895
• Wu, D, Ullah, R, Harvey, P, Kilpatrick, P, Spence, I & Varghese, B 2022, 'FedAdapt: adaptive offloading for IoT devices in federated learning', IEEE Internet of Things Journal. https://doi.org/10.1109/jiot.2022.3176469
• Ullah, R, Wu, D, Harvey, P, Kilpatrick, P, Spence, I & Varghese, B 2022, 'FedFly: towards migration in edge-based distributed federated learning', IEEE Communications Magazine.
• Connor, R, Dearle, A & Vadicamo, L 2022, Investigating Binary Partition Power in Metric Query. in G Amato, V Bartalesi, D Bianchini, C Gennaro & R Torlone (eds), SEBD 2022: The 30th Italian Symposium on Advanced Database Systems. Italian Symposium on Advanced Database Systems, vol. 30, http://ceur-ws.org/Vol-3194/. <http://ceur-ws.org/Vol-3194/paper49.pdf>
• Rocha, RCO, Sprokholt, D, Fink, M, Gouicem, R, Spink, T, Chakraborty, S & Bhatotia, P 2022, Lasagne: a static binary translator for weak memory model architectures. in Proceedings of the 43rd ACM SIGPLAN International Conference on Programming Language Design and Implementation (PLDI 2022). ACM, pp. 888–902, 43rd ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI 2022), San Diego, California, United States, 13/06/22. https://doi.org/10.1145/3519939.3523719
• Szewczyk, R, Stonehouse, K, Barbalace, A & Spink, T 2022, Leaps and bounds: analysing WebAssembly’s performance with a focus on bounds checking. in Proceedings of the 2022 IEEE International Symposium on Workload Characterization. IEEE, 2022 IEEE International Symposium on Workload Characterization (IISWC 2022), Austin, Texas, United States, 6/11/22. https://doi.org/10.475/1234.5678