Dr Tawfiq Islam
Lecturer
School of Computing and Information Systems
13 Scholarly works
0 Projects
HIGHLIGHTS
2026
Conference Proceedings
LLM-Driven Intent-Based Privacy-Aware Orchestration Across the Cloud--Edge Continuum
DOI: 10.1145/3793811.37938242026
Conference Proceedings
A Hybrid Reactive-Proactive Auto-scaling Algorithm for SLA-Constrained Edge Computing
DOI: 10.1145/3793811.37938262026
Journal article
TraDE: Network and Traffic-Aware Adaptive Scheduling for Microservices Under Dynamics
DOI: 10.1109/TPDS.2025.36264242026
Journal article
ORACL : Optimized Reasoning for Autoscaling via Chain of Thought with LLMs for Microservices
DOI: 10.1109/tsc.2026.37079822024
Conference Proceedings
A Unified Approach to Virtual Machine Placement and Migration in the Cloud using Deep Reinforcement Learning
DOI: 10.1109/UCC63386.2024.000282023
Conference Proceedings
An Intent-based Framework for Vehicular Edge Computing
DOI: 10.1109/PERCOM56429.2023.100990812022
Journal article
Performance and Cost-Efficient Spark Job Scheduling Based on Deep Reinforcement Learning in Cloud Computing Environments
DOI: 10.1109/TPDS.2021.3124670
RECENT SCHOLARLY WORKS
2022
Conference Proceedings
A multi-level caching architecture for stateful stream computation
DOI: 10.1145/3524860.35398032022
Journal article
SLA-Based Scheduling of Spark Jobs in Hybrid Cloud Computing Environments
DOI: 10.1109/TC.2021.30756252020
Journal article
Cost-efficient dynamic scheduling of big data applications in apache spark on cloud
DOI: 10.1016/j.jss.2019.110515