Assistant Professor

Dr Dinesh Reddy Vemula 

Department of Computer Science Engineering


  1. Cloud Computing
  2. Soft computing and Machine learning
  3. Fog/Edge computing



Kakathiya University




University of Hyderbad


  • May 2018 to April 2020 | Senior Associate | Cognizant Technology Solutions (R & D), Hyderabad
  • August 2014 to May 2018 | Senior Research Fellow | Institute for Development and Research in Banking Technology, Hyderabad
  • Dec 2012 to April 2014 | Assistant Professor | Balaji Institute of Technology & Sciences, Warangal
  • July 2009 to Dec 2010 | Assistant Professor | Balaji Institute of Technology & Sciences, Warangal
  • April 2008 to May 2009 | Software Developer | Choice Solutions Pvt Ltd.
  • JAugust 2006 to June 2007 | IT Associate | Institute for Electronic Governance, Hyderabad

Research Interest

  • Design and implementation of algorithms for energy efficient virtual machine placement and migration in cloud data centers.
  • Development of new optimization algorithms for various IoT and other applications.
  • Design and implementation of algorithms for energy efficient module placement in fog computing.
  • Deep learning approached for data center energy/CPU demand prediction.

Awards & Fellowships

  • 2014 - Phd Fellowship - IDRBT


  • Member of International Association of Engineers - Member No: 224131
  • Member Indo Universal Collaboration for Engineering Education (IUCEE)
  • Professional member of Institute For Engineering Research and Publication - - Member No: PM20879634



  • V Dinesh Reddy, B Setz, GSVRK Rao, GR Gangadharan, M Aiello. Metrics for Sustainable Data Centers", IEEE Transactions on Sustainable Computing, Vol. 2, No. 3, PP. 290-303, 2017.
  • V Dinesh Reddy, GSVRK Rao, GR Gangadharan. "Energy-aware virtual machine allocation and selection in cloud data centers", Soft computing, Springer, Vol. 23 , No. 6, PP. 1917-1932, DOI: 10.1007/s00500-017-2905-z, 2017.
  • V Dinesh Reddy, B Setz, GSVRK Rao, GR Gangadharan, M Aiello. "Best Practices for Sustainable Data Centers", IT Professional, IEEE, Vol. 20 , No. 5, PP. 57-67, 2018.
  • V Dinesh Reddy, GSVRK Rao. "Meta-heuristic approaches to solve Shortest Lattice Vector Problem", Journal of Discrete Mathematical Sciences & Cryptography, Taylor & Francis, Vol. 24, No. 1, PP. 81-91, JDMSC-T-908, 2019.
  • V Dinesh Reddy, P. Ravi et al., ''Techniques for solving Shortest Vector Problem'', International Journal of Advanced Computer Science and Applications, Vol. 12, No. 5, 2021.
  • Sajan Kumar, Sai Risvanth Katragadda, Ashu Abdul, V Dinesh Reddy, ''Extended GCN for 3D Object Classification in Point Clouds'', International Journal of Advanced Computer Science and Applications, Vol. 12, No. 5, 2021.
  • Sriramulu Bojjagani, P. V. Venkateswara Rao, V Dinesh Reddy, B. Ramachandra Reddy, T Jaya Lakshmi, "A secure IoT-based micro-payment protocol for wearable devices", Peer-to-Peer Networking and Applications, Springer, 15, pp.1163-1188, 2022.
  • V Dinesh Reddy, M. Mahesh Kumar, S. Maurya, A. Abdul, M. Hussain, I. Kavati "Enhanced Resource Provisioning and Migrating Virtual Machines in Heterogeneous Cloud Data Center", Journal of Ambient Intelligence and Humanized Computing, Springer, 2022.
  • Mahesh Kumar Morampudi, Nagamani Gonthina, V Dinesh Reddy, "Image Description Generator using Residual Neural Network and Long-Short Term Memory", Computer Science Journal of Moldova, 2022.
  • Md. Muzakkir Hussain, Ahmad Taher Azar, V Dinesh Reddy et al., "SONG: A Multi-Objective Evolutionary Algorithm for Delay and Energy Aware Facility Location in Vehicular Fog Networks", sensors, MDPI, DOI: 10.3390/s23020667, 23(2), 667, 2023.


  • Mahesh Kumar Morampudi, Nagamani Gonthina, V Dinesh Reddy and Katta Subba Rao, "Analyzing Student Performance in Programming Education Using Classification Techniques’, in Proceedings of International Conference on Advancements in Smart, Secure and Intelligent Computing, 2022, KIIT-DU Campus, Bhubaneswar,India ( November 19-20, 2022).
  • V Dinesh Reddy, Shailendra Kumar Tripathi, et al., "Music Generation Using Deep Learning", in Proceedings of 2nd International Conference on Machine Vision & Augmented Intelligence, NIT Jamshedpur, March 4-6, 2022.
  • K Ilaiah, G K Kumar, M V Gopalachari, E S Babu, R Cheruku, and V Dinesh Reddy. "Non-invertible Cancellable Template for Fingerprint Biometric", in Proceedings of the 17th International Conference on information assurance and security, Machine Intelligence Research Labs (MIR Labs), USA, December 14-16, 2021.
  • Md. Muzakkir Hussain, Ashu Abdul, and V Dinesh Reddy, "A Novel Evolutionary Algorithm for Facility Location in Vehicular Fog Computing (VFC) Networks", 3rd International Conference on Machine Learning, Image Processing, Network Security and Data Sciences, December 11th -12th, 2021, NIT Raipur
  • Sai Teja, Lasya, Harshitha, Bhargav, N .Bhasker, V. Dinesh Reddy, A dynamic model and algorithm for real time traffic management, in Proceedings of the 5th International Conference on Smart Computing and Informatics, Hyderabad, India, September 17-18, 2021
  • B. Sriramulu, B. Ramachandra Reddy, M. Sandhya, V Dinesh Reddy, "CybSecMLC: A Comparative Analysis on Cyber Security Intrusion Detection Using Machine Learning Classifiers", in Proceedings of 2nd Symposium on Machine Learning and Metaheuristics Algorithms, and Applications, Chennai, India, October 14–17, 2020, Vol. 1366, pp: 232–245
  • V Chandrasekhar, V Dinesh Reddy, GR Gangadharan, Atul Negi, "Efficient VM placement using modified intelligent water drops algorithm in Cloud Data Centers" in 13th International Conference on Signal Image Technology & Internet Based Systems, MNIT, Jaipur, 2017.
  • V Dinesh Reddy, GR Gangadharan, "Towards Internet of Things Architecture for Financial Service Sector" in Proceedings of 3rd IEEE international conference on Recent Advances in Information Technology (RAIT), IIT Dhanbad, 2016, PP: 177 – 181.
  • V Dinesh Reddy, "Better Control Authority Flow Using Topicality with Proximity Search", The Fifth International Conference on Internet Engineering & Web services, Delhi, 2014, AIRCC.
  • Bhagya Laksmi. P, V Dinesh Reddy, S. Ghosh et al., "Classification of Autism Spectrum Disorder based on Brain Image Data using Deep Neural Networks", 11th International Conference on Frontiers of Intelligent Computing: Theory and Applications, April 11 - 12, 2023, Cardiff Metropolitan University, Cardiff, United Kingdom


  • V Dinesh Reddy, G. R. Gangadharan, G. S. V. R. K. Rao, Marco Aiello. "Efficient resource management in cloud data centers using a hybrid swarm approach". In: Rout J., Rout M., Das H. (eds) Machine Learning for Intelligent Decision Science. Algorithms for Intelligent Systems. Springer, Singapore, PP. 71-92, 2020. DOI: 10.1007/978-981-15-3689-2_4
  • V Dinesh Reddy, K. Nilavan, G.R. Gangadharan, Ugo Fiore. "Forecasting Energy Consumption Using Deep Echo State Networks Optimized with Genetic Algorithm", In: Artificial Intelligence, Machine Learning, and Data Science Technologies: Future Impact and Well-Being for Society 5.0, CRC Press, Tylor and Francis, PP. 205-217, 2021, ISBN 9780367720919, 10.1201/9781003153405-11/
  • V Dinesh Reddy, Yasaswini Desu, Medarametla Sindhu, Chilukuri Vamsee, Neelissetti Girish, "Text to Image Synthesis Using Multistage Stack GAN", Handbook of Research on AI Methods and Applications in Computer Engineering, Sanaa Kaddoura (Zayed University, UAE), Chapter 10, DOI: 10.4018/978-1-6684-6937-8
  • V Dinesh Reddy, Sai Vishnu Vamsi Senagasetty, Krishna Teja Vanka, Mohana Vamsi hara, Rupini Durga Puvvada, Muzakkir Hussain Md, "Nighttime Object Detection: A Night-Patrolling Mechanism Using Object Detection", Handbook of Research on AI Methods and Applications in Computer Engineering, Sanaa Kaddoura (Zayed University, UAE), Chapter 25, DOI: 10.4018/978-1-6684-6937-8, ISBN13: 9781668469378


  • G. Subrahmanya V.R.K. Rao, G.R. Gangadharan, V Dinesh Reddy (US Patent), System and method for determining optimal solution in a swarm of solutions using swarm intelligence, US20190138910A1, Patent Number: 11,144,832, 2021.
  • Dhana S, GSVRK Rao, V Dinesh Reddy, (US Patent) System and method for providing optimized online garment creation platform, US Patent Application No. 17/198,725.
  • Sriramulu Bojjagani, V Dinesh Reddy, Vinjamuri Narsimha Sastry, Mulagala Sandhya, System and method for iot-based micropayment protocol using wearable devices with formal verification and enhanced security features, Application No.202041045387 A, Publication Date : 30-10-2020.
  • Mrs. Y.Sravani Devi, Dr. Morampudi Mahesh Kumar, Dr. U. S. N. Raju, Dr. M. Seetha, Dr. N. Kalyani, Dr. V Dinesh Reddy, Dr. S. Phani Kumar. " A Variational Auto-Encoder Convolutional Neural Network (VAE-CNN) model to identify the prevalence of Diabetic Retinopathy disease", Application No. 202141020520, 2021.
  • Priyanka Singh, Hiren Kumar Thakkar, Ashu Abdul, & V Dinesh Reddy , 'A Method For Automated Counting Of Poultry In Poultry Farm Using Deep Learning Techniques application No. 202141052193

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