DEPARTMENT.FACULTY
- DEPARTMENT_STAFF.QUALIFICATION
M.C.A., M. Tech., Ph.D.
- DEPARTMENT_STAFF.DESIGNATION
Assistant Professor
- DEPARTMENT_STAFF.THRUST_AREA
Grid/Cloud Computing, Workflow Scheduling, Meta-heuristics Optimization, Portfolio Optimization
- DEPARTMENT_STAFF.ADDRESS
Department of Commerce, AMU, Aligarh
- DEPARTMENT_STAFF.MOBILE
9717786525
- DEPARTMENT_STAFF.EMAIL
mdshahid.cs@gmail.com
- DEPARTMENT_STAFF.TIME_TABLE
- Dr. Mohammad Shahid is an Assistant Professor of Computer Science & Application in the Department of Commerce, A.M.U. Aligarh. He has completed his Ph.D. and M. Tech. from School of Computer and Systems Sciences, Jawaharlal Nehru University (JNU), New Delhi. He earned his M.C.A. from A.M.U. Aligarh. He has published 21 research papers with the publisher of international repute (including Elsevier, Inderscience, Online Wiley, Taylor & Francis, Emerald Insight, IGI Global etc.) and 15 book chapters in springer edited books. Also, he has published 15 research papers in the proceedings of online peer-reviewed International conferences indexed in Scopus. He is awarded with research startup grant (10 lakhs) from UGC-BSR (2017), India. one major research project (6 lakhs) from ICSSR, India, is sanctioned in 2020 under his principal investigation. He is reviewer of the journals from the publishers of international repute (such asElsevier, Springer, etc.). He is also member of IEEE.
- Publication
Journal Publications
- https://link.springer.com/article/10.1007/s10586-022-03819-5#citeasAlam, M., Shahid, M., & Mustajab, S. (2023). Security prioritized multiple workflow allocation model under precedence constraints in cloud computing environment. Cluster Computing, Springer, 1-36 (Web of Science, IF: 2.3, Q2).
- 384, 135556. (Ahmad, G., Hayat, F., Almaqtari, F. A., Farhan, N. H., & Shahid, M. (2023). Corporate social responsibility spending and earnings management: The moderating effect of ownership structure. Journal of Cleaner Production, Elsevier,Web of Science, IF: 11.07, Q1).https://www.sciencedirect.com/science/article/abs/pii/S0959652622051307
- https://www.sciencedirect.com/science/article/pii/S2666954422000205Fahad, Shahid, M. (2022). Exploring the determinants of adoption of Unified Payment Interface (UPI) in India: A study based on diffusion of innovation theory. Digital Business, Elsevier 2(2), 100040.
- Ahmad, F., Shahid, M., Alam, M., Ashraf, Z., Sajid, M., Kotecha, K., & Dhiman, G. (2022). Levelized Multiple Workflow Allocation Strategy under Precedence Constraints with Task Merging in IaaS Cloud Environment. IEEE Access, 10,92809-92827.(Webhttps://ieeexplore.ieee.org/abstract/document/9869678of Science, IF: 3.47, Q2).
- Shahid, M., Ashraf, Z., Shamim, M., & Ansari, M. S. (2022). Solving constrained portfolio optimization model using stochastic fractal search approach.International Journal of Intelligent Computing and Cybernetics.(Scopus,Web of Science-ESCI).https://www.emerald.com/insight/content/doi/10.1108/IJICC-03-2022-0086/full/html
- Shiekh, S., Shahid, M., Sambare, M., Haidri, R. A., & Yadav, D. K. (2022). A load-balanced hybrid heuristic for allocation of batch of tasks in cloud computing environment,https://www.emerald.com/insight/content/doi/10.1108/IJPCC-06-2022-0220/full/html?utm_campaign=Emerald_Engineering_PPV_Dec22_RoNInternational Journal of Pervasive Computing and Communications,(Scopus, Web of Science-ESCI).
M. Shahid, Ansari M.S., Shamim M., Ashraf Z. (2022), An Evolutionary Optimization Algorithm based Solution Approach for Portfolio Selection Problem, IAES International Journal of Artificial Intelligence (IJ-AI), (Scopus), 11(3), 843-850. https://ijai.iaescore.com/index.php/IJAI/article/view/21116
Raza Abbas Haidri, Mahfooz Alam, M. Shahid, S. Prakash, and M. Sajid (2021), A Deadline Aware Load Balancing Strategy for Cloud Computing, Concurrency and Computation: Practice and Experience, Online Wiley,(Scopus, Web of Science, Thomson Reuter IF: 1.54, Q2) (DOI: 10.1002/cpe.6496 ) https://onlinelibrary.wiley.com/doi/abs/10.1002/cpe.6496
- Ashraf, Z. and M. Shahid, (2021), "Multi-objective vendor managed inventory system with interval type-2 fuzzy demand and order quantities", International Journal of Intelligent Computing and Cybernetics, 2021.(Scopus, Web of Science-ESCI)https://www.emerald.com/insight/content/doi/10.1108/IJICC-12-2020-0212/full/html?skipTracking=true
- Sophiya Sheikh, Aitha Nagaraju, M. Shahid, (2021) A fault-tolerant hybrid resource allocation model for dynamic computational grid, Journal of Computational Science, Elsevier, Volume 48, 101268, 2021. (Scopus, Web of Science-Thomson Reuter IF: 3.97) https://www.sciencedirect.com/science/article/pii/S1877750320305640
- Mahfooz Alam, Raza Abbas Haidri and, M. Shahid, (2020) Resource Aware Load Balancing Model for Batch of Tasks (BoT) with Best Fit Migration Policy on Heterogeneous Distributed Computing Systems, International Journal of Pervasive Computing and Communications, Emerald, 2020.(Scopus, Web of Science-ESCI, Q2) https://www.emerald.com/insight/content/doi/10.1108/IJPCC-10-2019-0081/full/html
- Sophiya Sheikh, Aitha Nagaraju, M. Shahid, A Parallelized Dynamic Task Scheduling for Batch of Task in a computational grid, International Journal of Computers and Applications Taylor & Francis, (Scopus), pp 1-15, 2019. https://www.tandfonline.com/doi/abs/10.1080/1206212X.2018.1505018
- Mohammad Sajid, Zahid Raza and M. Shahid, Hybrid Bio-inspired Scheduling Algorithm for Batch of Task Application on Heterogeneous Computing Systems" International Journal of Bio Inspired Computation, Inderscience (Scopus, Web of Science-Thomson Reuter IF:3.97, Q1), 11(3), pp 135-148, 2018. https://www.inderscienceonline.com/doi/abs/10.1504/IJBIC.2018.091698
- Mahfooz Alam, M. Shahid, A Load Balancing Strategy with Migration Cost for Independent Batch of Tasks (BoT) on Heterogeneous Multiprocessor Interconnection Networks, International Journal of Applied Evolutionary Computation (IJAEC), IGI Global (DBLP indexed) Volume 8, Issue 3, pp 74-92, 2017. https://www.igi-global.com/article/a-load-balancing-strategy-with-migration-cost-for-independent-batch-of-tasks-bot-on-heterogeneous-multiprocessor-interconnection-networks/188712
- M. Sajid, Z. Raza, M Shahid, Energy Efficient Scheduling Algorithms for Batch-of-Tasks (BoT) Applications on Heterogeneous Computing Systems, Concurrency and Computation: Practice and Experience, Online Wiley, (Scopus, Web of Science, Thomson Reuter IF: 1.54, Q2) Vol. 28(9), pp. 2664-2669, 2016. https://onlinelibrary.wiley.com/doi/full/10.1002/cpe.3728
- M. Shahid, Z. Raza, M Sajid, Level Based Batch Scheduling Strategy with Idle Slot Reduction under DAG Constraints for Computational Grid, Journal of Systems and Software , Elsevier (Scopus, Web of Science-Thomson Reuter IF:2.82, Q1), volume 108, pp 110-133, 2015. https://www.sciencedirect.com/science/article/pii/S0164121215001260
- M. Shahid, Z. Raza, Level Based Batch Scheduling Strategies for Computational Grid, International Journal of grid and utility computing, Inderscience ( Scopus, Web of Science-ESCI, Q2), Vol. 5, No. 2, pp 135-148, 2014. https://www.inderscienceonline.com/doi/abs/10.1504/IJGUC.2014.060223
- M. Shahid, Z. Raza, D P Vidyarthi, A Comparative Study of Batch Scheduling Strategies for Parallel Computing System, International J. Inn. Man. & Tech., Vol. 4, No. 1, pp 31-37, 2013, (ISSN: 2010-0248). http://www.ijimt.org/papers/351-D0458.pdf
Published Book Chapters (Scopus Indexed)
M. Alam, M. Shahid and S. Mustajab, Security Prioritized Heterogeneous Earliest Finish Time Workflow Allocation Algorithm for Cloud Computing, In: Mukesh Saraswat et al. (Eds) Congress on Intelligent Systems. Lecture Notes on Data Engineering and Communications Technologies, Vol. 115, Springer, Singapore.
M. Shahid, Ansari M.S., Shamim M., Ashraf Z. (2022), A Risk-Budgeted Portfolio Selection Strategy Using Novel Metaheuristic Optimization Approach. In: Mukesh Saraswat et al. (Eds) Congress on Intelligent Systems. Lecture Notes on Data Engineering and Communications Technologies, Vol. 114, Springer, Singapore.
M. Shahid, Ansari M.S., Shamim M., Ashraf Z. (2022) A Stochastic Fractal Search Based Approach to Solve Portfolio Selection Problem. In: Gunjan V.K., Zurada J.M. (eds) Proceedings of the 2nd International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications. Lecture Notes in Networks and Systems, vol 237. Springer, Singapore.
- M. Shahid, Ansari M.S., Shamim M., Ashraf Z. (2022) A Risk-Budgeted Portfolio Selection Strategy Using Invasive Weed Optimization. In: Tiwari R., Mishra A., Yadav N., Pavone M. (eds) Proceedings of International Conference on Computational Intelligence. Algorithms for Intelligent Systems. Springer, Singapore.
M. Shahid, Ashraf Z., Shamim M., Ansari M.S. (2022) A Novel Portfolio Selection Strategy Using Gradient-Based Optimizer. In: Saraswat M., Roy S., Chowdhury C., Gandomi A.H. (eds) Proceedings of International Conference on Data Science and Applications. Lecture Notes in Networks and Systems, vol 287. Springer, Singapore.
- Beg M.A., Alam M., Shahid M. (2021) A Workflow Allocation Strategy Under Precedence Constraints for IaaS Cloud Environment. In: Sharma M.K., Dhaka V.S., Perumal T., Dey N., Tavares J.M.R.S. (eds) Innovations in Computational Intelligence and Computer Vision. Advances in Intelligent Systems and Computing, vol 1189. Springer, Singapore. https://doi.org/10.1007/978-981-15-6067-5_2
- Shahid M., Alam M., Hasan F., Imran M. (2021) Security-Aware Workflow Allocation Strategy for IaaS Cloud Environment. In: Purohit S., Singh Jat D., Poonia R., Kumar S., Hiranwal S. (eds) Proceedings of International Conference on Communication and Computational Technologies. Algorithms for Intelligent Systems. Springer, Singapore.
- Sheikh S., Nagaraju A., Shahid M. (2018) Dynamic Load Balancing with Advanced Reservation of Resources for Computational Grid. In: Pattnaik P., Rautaray S., Das H., Nayak J. (eds) Progress in Computing, Analytics and Networking. Advances in Intelligent Systems and Computing, vol 710. Springer, Singapore.
Publications in Conference Proceedings
- M. Alam, M. Shahid and S. Mustajab, "SAHEFT: Security Aware Heterogeneous Earliest Finish Time Workflow Allocation Strategy for IaaS Cloud Environment," 2021 IEEE Madras Section Conference (MASCON), 2021, pp. 1-8, doi: 10.1109/MASCON51689.2021.9563503.
- Z. Ashraf, M. Shahid and F. Ahmad, "Gradient Based Optimization Approach to solve Reliability Allocation System," 2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS), 2021, pp. 337-342, doi: 10.1109/ICCCIS51004.2021.9397197.
M. Shahid, Z. Ashraf, M. Alam, F. Ahmad and M. Imran, "A Multi-Objective Workflow Allocation Strategyin IaaS Cloud Environment," 2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS), 2021, pp. 308-313, doi: 10.1109/ICCCIS51004.2021.9397081.
- M. Shahid, Zahid Raza, M Alam, Performance Evaluation of Batch Scheduling Strategy with Precedence Constraints for Computational Grid, 8th International Conference on Cloud Computing, Data Science & Engineering (Confluence), IEEE, pp 641-646, 2018.
- Alam, Mahfooz, Raza Abbas Haidri, and M. Shahid. "Enhanced load balancing strategy with migration cost on heterogeneous distributed systems." 2018 3rd International Conference on Contemporary Computing and Informatics (IC3I). IEEE, 2018.
- Sophiya Sheikh, M. Shahid, Aitha Nagaraju, A novel dynamic task scheduling strategy for computational grid, Intelligent Communication and Computational Techniques (ICCT), IEEE International Conference, pp, 102-107, 2017.
- M. Shahid, Zahid Raza, \A Precedence based Distributed Job Scheduling for Computational Grid, In proceeding of 4th IEEE international Advance Computing conference (IACC 2014), ITM University, Gurgaon, India, Feb 21-22, 2014.
- M. Shahid, Zahid Raza, Performance Evaluation of Static Level Based Batch Scheduling Strategy for Computational Grid" In Proceeding of PDGC-2014, at JUIT, Solan, India, 11-13 Dec, 2014.
- M. Shahid, Zahid Raza, A Precedence Based Load Balancing Strategy for Batch of DAGs for Computational Grid, In Proceeding of IC3I-14 at SJCE, Mysore, India, 27-29 Nov, 2014.
- M. Shahid, Zahid Raza, A Batch Scheduling Strategy for Computational Grid, In Proceeding of Second International Conference on Meta-Computing at NIO, Goa, 15th-16th December, 2011.
- M. Shahid, Zahid Raza, Grid Computing: An Insight: In Proceeding of National Conference on Artificial Intelligence and Agents Theory & Applications, ITBHU, 9th-11th December, 2011.