Performance and cost-efficient spark job scheduling based on deep reinforcement learning in cloud computing environments MT Islam, S Karunasekera, R Buyya IEEE Transactions on Parallel and Distributed Systems 33 (7), 1695-1710, 2021 | 54 | 2021 |
Cost-efficient dynamic scheduling of big data applications in apache spark on cloud MT Islam, SN Srirama, S Karunasekera, R Buyya Journal of Systems and Software 162, 110515, 2020 | 45 | 2020 |
dSpark: Deadline-based Resource Allocation for Big Data Applications in Apache Spark MT Islam, S Karunasekera, R Buyya 13th IEEE International Conference on eScience, 2017 | 42 | 2017 |
SLA-based scheduling of spark jobs in hybrid cloud computing environments MT Islam, H Wu, S Karunasekera, R Buyya IEEE Transactions on Computers 71 (5), 1117-1132, 2021 | 22 | 2021 |
Resource management and scheduling for big data applications in cloud computing environments MT Islam, R Buyya Handbook of research on cloud computing and Big data applications in IoT, 1-23, 2019 | 7 | 2019 |
An Intent-based Framework for Vehicular Edge Computing TZ He, AN Toosi, N Akbari, MT Islam, MA Cheema 2023 IEEE International Conference on Pervasive Computing and Communications …, 2023 | 3 | 2023 |
Cost-efficient Management of Cloud Resources for Big Data Applications MT Islam PhD thesis, The University of Melbourne, Australia, 2021 | 2 | 2021 |
A multi-level caching architecture for stateful stream computation MT Islam, R Borovica-Gajic, S Karunasekera Proceedings of the 16th ACM International Conference on Distributed and …, 2022 | 1 | 2022 |
Deadline-Aware Cost-Optimized Cloud Resource Estimation for Big Data Applications MT Islam, S Karunasekera, R Buyya School of Computing and Information Systems 5th Annual Doctoral Colloquium, 18, 2017 | | 2017 |
Open Internet: An End-to-End Framework for Detecting Protocol Blocking and Content Shaping MT Islam, S Ahmed, SF Hasan, A Blom, S Pervin, S Ahmed 4th International Conference on Internet Applications, Protocols and …, 2015 | | 2015 |
A Generalized Internet of Things (IoT) Framework for Serving Multiple Applications LC Das, MT Islam, SF Hasan 4th International Conference on Internet Applications, Protocols and …, 2015 | | 2015 |