Dr Tawfiq Islam
Lecturer
School of Computing and Information Systems
17 Scholarly works
0 Projects
HIGHLIGHTS
2026
Journal article
ORACL: Optimized Reasoning for Autoscaling via Chain of Thought with LLMs for Microservices
DOI: 10.1109/TSC.2026.37079822026
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
Book Chapter
Proactive and Reactive Auto-scaling Techniques for Edge Computing
DOI: 10.1007/978-3-031-92372-2_322026
Conference Proceedings
REACH: Reinforcement Learning for Adaptive Microservice Rescheduling in the Cloud-Edge Continuum
DOI: 10.1109/CLOUD72782.2026.000152026
Conference Proceedings
GraphFlash: Enabling Fast and Elastic Graph Processing on Serverless Infrastructure
DOI: 10.1109/2575-8411.2026.00066
RECENT SCHOLARLY WORKS
2026
Journal article
iDynamics: A Configurable Emulation Framework for Evaluating Microservice Scheduling Policies under Controllable Cloud–Edge Dynamics
DOI: 10.1109/TSC.2026.37358712024
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/PERCOM56429.2023.10099081