July 2018-Nov 2020 – Assistant Professor (Contractual) – Aligarh Muslim University
Dec 2020-March 2021 - Assistant Professor–Meerut Institute of Engineering and Technology
Resource Allocation in IoT aware Transportation/Vehicular systems: In this project we aim to study different resource/workload allocation strategies in Vehicular Adhoc Networks. To be specific, we will investigate the suitability of different classes of algorithms (exact, approximate and metaheuristics) towards realization Vehicular Fog Computing.
Learning while offloading (Using machine learning algorithms to improve the performance of task allocation schemes in VFC).
Awards & Fellowships
2017-2018 – Senior Research Fellow – Ministry of Electronics and IT (MeitY), Govt. of India
2015-2017 – Junior Research Fellow – Ministry of Electronics and IT (MeitY), Govt. of India
UGC NET – 2014
GATE-2013 (Percentile - 99.4)
Editor, Journal of Data Mining and Bioinformatics, Research Valley Publications
Editorial Review Member, International Journal of Digital Crime and Forensics (IJDCF) (An ESCI/Scopus Journal)
Technical Program Committee, IEEE UPCON-2019
Publication Committee, IEEE UPCON-2019
Student Member of IEEE and its Computational Intelligence Society.
Reviewer, IEEE Transaction on Parallel and Distributed Systems (TPDS): Regular Paper
Reviewer, IEEE Transaction on Cloud Computing (TCC): Regular Paper
Reviewer, IEEE Transaction on Transportation and Electrification (TTE): Regular Paper
Reviewer, IEEE Access: Regular Paper
Reviewer, Wiley, Transactions on Emerging Telecommunications Technologies (ETT): Regular Paper
Reviewer, SIMPAT, Elsevier : Regular Paper
M M Hussain, M. M. Sufyan Beg, “CODE-V: Multi-Hop Computation Offloading in Vehicular Fog Computing”, Future Generation Computer Systems,vol-116, pp. 86-102, Elsevier (I.F.- 7.15)
M M Hussain, Ahmad Taher Azar, Rafeeq Ahmed, Syed Umar Amin, Basit Qureshi, V. Dinesh Reddy, Irfan Alam, and Zafar Iqbal Khan. "SONG: A Multi-Objective Evolutionary Algorithm for Delay and Energy Aware Facility Location in Vehicular Fog Networks." Sensors 23, no. 2 (2023): 667 (I.F.-3.8)
Vemula, Dinesh Reddy, Mahesh Kumar Morampudi, Sonam Maurya, Ashu Abdul, M M Hussain, and Ilaiah Kavati. "Enhanced resource provisioning and migrating virtual machines in heterogeneous cloud data center." Journal of Ambient Intelligence and Humanized Computing (2022): 1-12 (I.F.- 7.1).
M M Hussain, M. M. Sufyan Beg, M. S. Alam, “Fog Computing for Big Data Analytics in IoT Aided Smart Grid Networks”, Wireless Personal Communications, Springer,2020 (I.F.- 2.2)
M M Hussain, M. S. Alam, M. M. Sufyan Beg, Nadeem Akhtar, “Towards Minimizing Delay and Energy Consumption in Vehicular Fog Computing (VFC)”, Journal of Intelligent and Fuzzy Systems, IOS Press, 2020, (I.F.- 1.85)
Nadeem Akhtar, M. M. Sufyan Beg, M M Hussain, “Extractive Multi- Document Summarization Using Relative Redundancy and Coherence Scores”, Journal of Intelligent and Fuzzy Systems, IOS Press, 2020, (I.F.- 1.85)
Akhtar, Nadeem, M. M. Sufyan Beg, Hira Javed, and M M Hussain. "Tiered sentence based topic model for multi-document summarization." Journal of Information and Optimization Sciences 43, no. 8 (2022): 2131-2141.
M M Hussain, M. S. Alam, M.M.S. Beg, S. H. Laskar, “Big Data Analytics Platforms for Electric Vehicle Integration in Transport Oriented Smart Cities”, International Journal of Digital Crime and Forensics (IJDCF), Volume 11, Issue 3, Article 2. IGI Global, 2019, (ESCI)
Nadeem Akhtar, M. M. Sufyan Beg, M M Hussain, “Sparse Two Level Topic Model for Extraction of General Summary Words”, Journal of Interdisciplinary Mathematics, Taylor &Francis, 2020 (ESCI)
M M Hussain, M.M. S. Beg, "Fog Computing for Internet of Things (IoT)- Aided Smart Grid Architectures", Big Data Cognitive. Computing, Volume 3, Issue 8, MDPI, 2019 (ESCI)
M M Hussain, M.M. S. Beg," Using Vehicles as Fog Infrastructures for Transportation Cyber-Physical Systems (T-CPS ", International Journal of Software Science and Computational Intelligence (IJSSCI), Volume 11, Issue 1, Article 4. 2019 (ESCI)
M M Hussain, M. S. Alam, M. M. Sufyan Beg, “Vehicular Fog Computing- Planning and Design”, Procedia Computer Science, Volume 167,pp- 2570- 2580, 2019, Elsevier (Scopus)
M M Hussain, M. S. Alam, M.M.S. Beg, “Fog Computing for Next Generation Transport- a Battery Swapping System Case Study”, Technology and Economics of Smart Grids and Sustainable Energy, Springer, Volume 3, Issue-06, 2018 (Scopus)
M. Saqib, M M Hussain, M. S. Alam, M.M.S. Beg, A. Sawant, “Smart Electric Vehicle Charging Through Cloud Monitoring and Management”, Technology and Economics of Smart Grids and Sustainable Energy, Springer, Volume 2, Issue 18, 2017 (Scopus)
Mohd. Saqib, M M Hussain, M. S Alam, M.M. S. Beg, Amol Sawant, “Public Opinion on Viability of XEVs in India”, Lecture Note in Electrical Engineering, Springer, Volume-487, 2018 (Scopus)
M M Hussain, Faraz Khan, M. Saad Alam, M.M. S. Beg, “Fog Computing for Ubiquitous Transportation Applications-A Smart Parking Case Study”, Lecture Notes in Electrical Engineering, Springer, pp- 241-252, 2019 (Scopus)
M M Hussain, M. S. Alam, M.M.S. Beg, “A FOG Computing based Battery Swapping Model for Next Generation Transport”, Lecture Note in Networks and Systems, Springer, pp- 957-968, 2019 (Scopus)
M M Hussain, M. S. Alam, M.M.S. Beg, “Feasibility of Fog Computing in Smart Grid Architectures”, Lecture Note in Networks and Systems, Springer, pp- 999-1010, 2019
M M Hussain, Mohammad Saad Alam, M.M.S. Beg , Hafiz Malik, “A Risk Averse Business Model for Smart Charging of Electric Vehicles”, Smart Innovation Systems and Technologies (SIST) series, Springer, Volume 79 , 2017
M M Hussain, Dinesh Reddy Vemula, Ashu Abdul, “A Novel Evolutionary Algorithm for Facility Location in Vehicular Fog Computing (VFC) Networks”, In 3rd International Conference on Machine Learning, Image Processing, Network Security and Data Sciences (MIND-2021), 11-12th December 2021, NIT Raipur, India
M M Hussain , Mohammad Saad Alam, M.M. Sufyan Beg, “Fog Computing for Smart Grid transition-Requirements, Challenges and Status Quos”, In ACM BDCC,2019
Sheikh Amanur Rahman, M M Hussain, M.M. Sufyan Beg, “On obtaining Consensus Institute Rankings through Average Fuzzy Preference Aggregation”, In IEEE-FUZZ-2019, JW Marriot Orleans, USA, June 23-26, 2019
M M Hussain, Sheikh Amanur Rahman, M.M. Sufyan Beg, Rashid Ali, “Fuzzy Rank Aggregation for Non-Transitive Rankings-An Institute Recommendation System Case Study”,In 17th IEEE International Conference on Cognitive Informatics & Cognitive Computing, ICC*CC,(July 17-18, 2018 at University of California, Berkeley, USA)
M M Hussain , Mohammad Saad Alam, M.M. Sufyan Beg, Mahesh Krishnamurthy, “Computing Platforms for Big Data Analytics in Electric Vehicle Infrastructures”, In 4th International Conference on Big Data Computing and Communications (BigCom-2018), ( 07 – 09 August, 2018 at Illinois Institute of Technology, Chicago, USA )
M M Hussain , Mohammad Saad Alam, M.M. Sufyan Beg , “ Viability of Fog Methodologies in IoT aware Smart Grid Architectures” In EAI International Conference on Internet of things assisted Smart grid (SGIoT), Ontario, Canada, July 11-13, 2017.
M M Hussain, Mohd. Saqib, M. Saad Alam, M.M. Sufyan Beg, Amol Sawant “xEVs Charging Management through Cloud Computing”, In proceedings of: Compendium of Technical Papers, pp-49-54, In India Smart Grid Forum (ISGF), Manekshaw Center, Dhaula Kuan, New Delhi, India, 7 - 10 March, 2017
M M Hussain, Rashid Ali, M. M. Sufyan Beg, “A Novel Rank Aggregation Model for Institute Recommender System”, International Symposium on Computational Mathematics, Optimization, and Computational Intelligence (CMOCI 2017), IIT Indore & Nanyang Technological University, Singapore (Under NTU-INDIA connect Program), July 17-19,
M. S. Alam, M M Hussain, M.M.Sufyan Beg, “BIG DATA TO (B2V) ELECTRIC, PLUGIN HYBRID ELECTRIC VEHICLE'S (xEVS) KNOWLEDGE BASE MANAGEMENT SYSTEM” Patent published in India, Patent Docket No. 20161101 8212/DEL/2016, Publication Date: 17/06/2016, Journal No. 25/2016 (Published)
Dinesh Reddy Vemula, M M Hussain, “Nighttime Object Detection: A Night-Patrolling Mechanism Using Object Detection”, In Handbook of Research on AI Methods and Applications in Computer Engineering, IGI Global, 2023
M M Hussain, Dinesh Reddy Vemula, Mahesh Kumar, “Fog assisted Blockchain services for Intelligent Transportation System (ITS) - Requirements, Challenges, Use-cases, and Status Quo”, In Blockchain and Digital Twin Enabled IoT Networks: Privacy and Security Perspectives (Proposal accepted).
M M Hussain, MM Sufyan Beg, Mohammad Saad Alam, and Shahedul Haque Laskar. "Big data analytics platforms for electric vehicle integration in transport oriented smart cities: Computing platforms for platforms for electric vehicle integration in smart cities." In Cyber warfare and terrorism: Concepts, methodologies, tools, and applications, pp. 833-854. IGI Global, 2020.
M M Hussain, M. S. Alam, M.M.S. Beg, “Fog Computing Model for Evolving Smart Transportation Applications”, In Fog and Edge Computing: Principles and Paradigms, Edited by Rajkumar Buyya, Wiley, pp-347-372, 2019
M M Hussain, M. S. Alam, M.M.S. Beg, “Fog Computing Based Big Data Analytics in Cyber-Physical Systems-A Smart Grid Case Study”, In Smart Data: State-of-the-Art and Perspectives in Computing and Applications, Edited by Beniamino, Di Martino, Laurence Tianruo Yang, Zhqingchen, CRC Press, Taylor & Francis, pp- 289-317, 2019
M M Hussain, M. S. Alam, M.M.S. Beg, Rashid Ali “Searching for IoT Resources in Intelligent Transportation Cyber-Space (T-CPS) -Requirements, Use- cases and Status Quos”, In Cybercrime and computer Digital Forensics in Cloud of Smart Things, Edited by Dr. Yassen Maleh, CRC Press, Taylor & Francis, pp- 293-331, 2019