Muhammed Tawfiqul Islam

18 papers A* 1Misc 1Journal 13Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LLM-Driven Intent-Based Privacy-Aware Orchestration Across the Cloud-Edge Continuum. CoRR Zijie Su, Muhammed Tawfiqul Islam, Mohammad Goudarzi, Adel Nadjaran Toosi
2026	J	`jnl`	ORACL: Optimized Reasoning for Autoscaling via Chain of Thought with LLMs for Microservices. CoRR Haoyu Bai, Muhammed Tawfiqul Islam, Minxian Xu, Rajkumar Buyya
2026	J	`jnl`	TraDE: Network and Traffic-Aware Adaptive Scheduling for Microservices Under Dynamics. IEEE Trans. Parallel Distributed Syst. Ming Chen, Muhammed Tawfiqul Islam, Maria Rodriguez Read, Rajkumar Buyya
2025	J	`jnl`	A Controllable and Realistic Framework for Evaluating Microservice Scheduling in Cloud-Edge Continuum. CoRR Ming Chen, Muhammed Tawfiqul Islam, Maria Rodriguez Read, Rajkumar Buyya
2025	J	`jnl`	A Hybrid Reactive-Proactive Auto-scaling Algorithm for SLA-Constrained Edge Computing. CoRR Suhrid Gupta, Muhammed Tawfiqul Islam, Rajkumar Buyya
2025	J	`jnl`	Proactive and Reactive Autoscaling Techniques for Edge Computing. CoRR Suhrid Gupta, Muhammed Tawfiqul Islam, Rajkumar Buyya
2025	J	`jnl`	REACH: Reinforcement Learning for Adaptive Microservice Rescheduling in the Cloud-Edge Continuum. CoRR Xu Bai, Muhammed Tawfiqul Islam, Rajkumar Buyya, Adel Nadjaran Toosi
2024	Misc	`conf`	A Unified Approach to Virtual Machine Placement and Migration in the Cloud using Deep Reinforcement Learning. UCC Zihao Yang, Muhammed Tawfiqul Islam, Aaron Harwood
2024	J	`jnl`	TraDE: Network and Traffic-aware Adaptive Scheduling for Microservices Under Dynamics. CoRR Ming Chen, Muhammed Tawfiqul Islam, Maria Rodriguez Read, Rajkumar Buyya
2023	A*	`conf`	An Intent-based Framework for Vehicular Edge Computing. PERCOM TianZhang He, Adel Nadjaran Toosi, Negin Akbari, Muhammed Tawfiqul Islam, Muhammad Aamir Cheema
2023	J	`jnl`	An Intent-based Framework for Vehicular Edge Computing. CoRR TianZhang He, Adel Nadjaran Toosi, Negin Akbari, Muhammed Tawfiqul Islam, Muhammad Aamir Cheema
2022	—	`conf`	A multi-level caching architecture for stateful stream computation. DEBS Muhammed Tawfiqul Islam, Renata Borovica-Gajic, Shanika Karunasekera
2022	J	`jnl`	Performance and Cost-Efficient Spark Job Scheduling Based on Deep Reinforcement Learning in Cloud Computing Environments. IEEE Trans. Parallel Distributed Syst. Muhammed Tawfiqul Islam, Shanika Karunasekera, Rajkumar Buyya
2022	J	`jnl`	SLA-Based Scheduling of Spark Jobs in Hybrid Cloud Computing Environments. IEEE Trans. Computers Muhammed Tawfiqul Islam, Huaming Wu, Shanika Karunasekera, Rajkumar Buyya
2020	—	`—`	Cost-efficient Management of Cloud Resources for Big Data Applications. Muhammed Tawfiqul Islam
2020	J	`jnl`	Cost-efficient dynamic scheduling of big data applications in apache spark on cloud. J. Syst. Softw. Muhammed Tawfiqul Islam, Satish Narayana Srirama, Shanika Karunasekera, Rajkumar Buyya
2018	J	`jnl`	Resource Management and Scheduling for Big Data Applications in Cloud Computing Environments. CoRR Muhammed Tawfiqul Islam, Rajkumar Buyya
2017	—	`conf`	dSpark: Deadline-Based Resource Allocation for Big Data Applications in Apache Spark. eScience Muhammed Tawfiqul Islam, Shanika Karunasekera, Rajkumar Buyya