Jaypee Institute of Information Technology, Noida
  • JIIT
  • JIIT
  • JIIT
  • JIIT
Assistant Professor (Sr. Grade)
manju@jiit.ac.in

Biography:

My research interest is the design of algorithms with provable performance guarantees. In particular, I study Energy optimization for resource allocation and scheduling problems, with constraints on fairness, energy minimization, strategy proofness, that arise in large scale distributed data centers. My research involves using concepts and techniques from the fields of approximation algorithms, Algorithm Designing, Optimization Techniques, Distributed Computing, Wireless Sensor Networks (Coverage, Routing, Clustering, and Connectivity), Mobile Network, AI based algorithms

Educational Qualifications:

  • Ph.D.(Computer Science & Engineering), June 2104- July 2018, Delhi University
  • M.S by Research. (Communication  & Computer Engg), July 2007 – July 2009, The Laxmi Niwas Mittal Institute of Information Technology, Jaipur
  • B.Tech. (Computer Engineering) July 2002 - June 2006, Engineering College Kota, Rajasthan..

Work Experience: Teaching Experience:

  • Presently working as An Assistant Professor in the Department of Computer Science & Engineering at Jaypee Institute of Information Technology (JIIT), Sector 62, Noida, U.P. from 01-02-2019 to till date.
  • Worked as an Assistant Professor at Amity University(Jan2018 –Jan 2019).
  • Worked as Teaching and Research Fellow at Netaji Subhash Institute of Technology, New Delhi (June 2014-Jan 2018)
  • Worked as an Assistant Professor at NorthCap University (Former ITM University), Gurugram (Jan2012-June 2014)
  • Worked as an Assistant Professor at SUIIT, Orissa (Jan 2011-Nov 2011).
  • Worked as an assistant Professor at  BITS Pilani, Hyderabad Campus (Sept 2009-Dec 2011).

Interest Area:

  • approximation algorithms, Algorithm Designing, Optimization Techniques, Distributed Computing, Wireless Sensor Networks (Coverage, Routing, Clustering, and Connectivity), Mobile Network, AI based algorithms

Publications:

Referred Journals

  • Deepti Singh, Ritu Nigam, Ruchi Mittal, Manju, “Information retrieval using machine learning from breast cancer diagnosis”, Multimedia Tools and Applications, September 2022.
  • Samayveer Singh, Manju, Aruna Malik, Pradeep Kumar Singh, “An Efficient Cluster Head Election Technique for Prolonging Lifespan in HWSNs”,Applied Soft Computing, March 2021.
  • Manju, “A Meta-Heuristic Based Approach with Modified Mutation Operation for Heterogeneous Networks”, Wireless Personal Communication,2021.
  • Samayveer Singh, Manju, Aruna Malik, Pradeep Kumar Singh, “An Energy Efficient Military Surveillance System Using Heterogeneous Wireless Sensor Networks", Soft Computing, 2021.
  • Manju, P Bhambu, S Kumar, “Target K-coverage problem in wireless sensor networks”, Journal of Discrete Mathematical Sciences and Cryptography, Vol 23, Issue 2, pages. 651-659, 2020.
  • Manju, Samayveer Singh, Sandeep Kumar, AnandNayyar, Fadi Al-Turjman, And Leonardo Mostarda, “Proficient QoS-Based Target Coverage Problem in Wireless Sensor Network”, IEEE Access, Vol.8, 2020
  • Manju, Satish Chand and Bijendra Kumar, "Maximizing Network Lifetime for Target Coverage Problem in Wireless Sensor Networks", IET Wireless Sensor System, IET 77(3), pp. 2117-2139, 2016.
  • Manju, Satish Chand and Bijendra Kumar, "Selective α-Coverage Based Heuristic in Wireless Sensor Networks", Wireless Personal Communication, Springer, pp.1-14, DOI-10.1007/s11277-017-4589-1 2017.
  • Manju, Satish Chand and Bijendra Kumar, “Target coverage heuristic based on learning automata in wireless sensor networks”, IET Wireless Sensor System, doi: 10.1049/iet-wss.2017.0090.
  • Manju, Satish Chand and Bijendra Kumar, “Genetic Algorithm Based Meta-Heuristic For Target Coverage Problem”, IET, Wireless Sensor System, DOI: 10.1049/iet-wss.2017.0067.
  • Manju, Satish Chand and Bijendra Kumar, “Improved-Coverage Preserving Clustering Protocol in Wireless Sensor Networks,” Int. Journal of Engineering and Technology Innovation, 6(1), pp.16-29, 2016.
  • Manju, Anuradha, “A Novel Energy-Efficient Heuristic for Target Coverage to Maximize Sensor Network Lifetime”, International Journal of Computer Applications (IJCA), Volume 86 – No 7, pp: 31-35, January 2014.
  • Manju, Arun K Pujari, “High-Energy-First (HEF) Heuristic for Energy Efficient Target Coverage Problem”, International Journal of Adhoc sensor and Ubiquitous Computing, Vol. 2. No. 1, pp: 45-58, March 2011.
  • Manju, Satish Chand and Bijendra Kumar, "Maximizing Network Lifetime for Target Coverage Problem in Wireless Sensor Networks", IET Wireless Sensor System, IET 77(3), pp. 2117-2139, 2016.
  • Manju, Satish Chand and Bijendra Kumar, "Selective α-Coverage Based Heuristic in Wireless Sensor  Networks", Wireless Personal Communication, Springer, pp.1-14, DOI-10.1007/s11277-017-4589-1 2017.
  • Manju, Satish Chand and Bijendra Kumar, “Target coverage heuristic based on learning automata in wireless sensor networks”, IET Wireless Sensor System, doi: 10.1049/iet-wss.2017.0090.
  • Manju, Satish Chand and Bijendra Kumar, “Genetic Algorithm Based Meta-Heuristic For Target Coverage  Problem”, IET, Wireless Sensor System, DOI: 10.1049/iet-wss.2017.0067.
  • Manju, Satish Chand and Bijendra Kumar, “Improved-Coverage Preserving Clustering Protocol in Wireless Sensor Networks,” Int. Journal of Engineering and Technology Innovation, 6(1), pp.16-29, 2016.
  • Manju, Anuradha, “A Novel Energy-Efficient Heuristic for Target Coverage to Maximize Sensor Network  Lifetime”, International Journal of Computer Applications (IJCA), Volume 86 – No 7, pp: 31-35, January 2014.
  • Manju, Arun K Pujari, “High-Energy-First (HEF) Heuristic for Energy Efficient Target Coverage Problem”, International Journal of Adhoc sensor and Ubiquitous Computing, Vol. 2. No. 1, pp: 45-58, March 2011.
  • Manju, Satish Chand and  Bijendra Kumar, “A Novel QoS-aware Improved-Clustering-Heuristic for Wireless  Sensor Networks”, 10th INDIACom : 3rd 2016 International Conference on Computing on sustainable Global Development, 16th – 18th  March, 2016.
  • Dimple, Manju, “Energy-Efficient Algorithm for Target coverage problems in Wireless Sensor Networks”,  ICACCT-16, pp: 124-127, Nov, 2013, Panipat Haryana.  Gaurav, Manju,” Analyzing Routing Techniques in Wireless Sensor Networks”, ICACCT-16, pp: 95-98, Nov, 2013, Panipat Haryana.
  • Dimple, Manju, “Maximum coverage Heuristics (MCH) for Target Coverage Problem in Wireless Sensor Networks, 4th IEEE International Advance Computing Conference (IACC2014), pp: 300-305 (2014).
  • Gaurav, Manju, “Energy efficient algorithm for routing problem in Wireless Sensor Networks”, Recent   Advances and Innovations in Engineering (ICRAIE), 2014, pp: 1-6.
  • Manju, Deepti Singh, Satish Chand and Bijendra Kumar, “Target Coverage Heuristic in Wireless Sensor  Networks”, 10th Int. Conf. CACCT 2016: Advanced Computing and Communication Technologies, Springer, pp. 265 – 273, 18th - 20th Nov. 2016.
  • Manju, Deepti Singh, Satish Chand and Bijendra Kumar, “Genetic Algorithm Based Heuristic for Solving Target Coverage Problem in Wireless Sensor Networks”, 10th Int. Conf. CACCT 2016: Advanced Computing and Communication Technologies, Springer, pp. 257 – 264, 18th - 20th Nov. 2016.
  • Manju and Arun K. Pujari “Target Q-coverage Problem in Wireless Sensor Networks”, International  Conference on Distributed Computing Networks (ICDCN’09), Hyderabad, Jan. pp: 325-330, (2009).

Book Chapters

  • Aparajita Nanda, Manju, Sarishty, “Breast Cancer Prediction Models: A comparative study and analysis using machine learning, Decision”, SUSCOM 2021.
  • Kumar Dwivedi A., Sharma A.K., Manju, Singh S., Mehra P.S.  SCSZB: Sensor Congregate Stable Zonal-Based Routing Protocol Designed for Optimal WSN. In: Advances in Smart Communication and Imaging Systems. Lecture Notes in Electrical Engineering, vol 721. Springer, Singapore. 2020
  • Shivam Aggarwal, Safal Singh Gaur, and Manju, “Text Document Orientation Detection Using Convolutional Neural Networks”, Congress on Intelligent Systems, Springer, pp. 153-164, 2020.
  • Manju, Deepti Singh, Satish Chand and Bijendra Kumar, “Target Coverage Heuristic in Wireless Sensor Networks”, 10th Int. Conf. CACCT 2016: Advanced Computing and Communication Technologies, Springer, pp. 265 – 273, 18th - 20th Nov. 2016.
  • Manju, Deepti Singh, Satish Chand and Bijendra Kumar, “Genetic Algorithm Based Heuristic for Solving Target Coverage Problem in Wireless Sensor Networks”, 10th Int. Conf. CACCT 2016: Advanced Computing and Communication Technologies, Springer, pp. 257 – 264, 18th - 20th Nov. 2016.
  • Manju and Arun K. Pujari “Target Q-coverage Problem in Wireless Sensor Networks”, International Conference on Distributed Computing Networks (ICDCN’09), Hyderabad, Jan. pp: 325-330, (2009).

Conferences

  • Manju, Samayveer Singh, Anshu Kumar Dwivedi, A.K.Sharma, Pawan Singh Mehra, “Learning Automata Based Heuristics for Target Q-Coverage”, ICRITO,  January 2020.
  • Manju, Satish Chand and Bijendra Kumar, “A Novel QoS-aware Improved-Clustering-Heuristic for Wireless Sensor Networks”, 10th INDIACom : 3rd 2016 International Conference on Computing on sustainable Global Development, 16th – 18th  March, 2016.
  • Dimple, Manju, “Energy-Efficient Algorithm for Target coverage problems in Wireless Sensor Networks”, ICACCT-16, pp: 124-127, Nov, 2013, Panipat Haryana.
  • Gaurav, Manju,” Analyzing Routing Techniques in Wireless Sensor Networks”, ICACCT-16, pp: 95-98, Nov, 2013, Panipat Haryana.
  • Dimple, Manju, “Maximum coverage Heuristics (MCH) for Target Coverage Problem in Wireless Sensor Networks, 4th IEEE International Advance Computing Conference (IACC2014), pp: 300-305 (2014).
  • Gaurav, Manju, “Energy efficient algorithm for routing problem in Wireless Sensor Networks”, Recent Advances and Innovations in Engineering (ICRAIE), 2014, pp: 1-6.

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