Assistant Professor

Dr Kshira Sagar Sahoo

Department of Computer Science and Engineering

Interests

  1. Software Defined Networks
  2. Edge Computing
  3. Distributed Computing

Faculty Details

Education

2007

ITER, Bhubaneswar (Currently S’o’A Deemed to be University), Bhubaneswar,
India
B. Tech.

2014

Indian Institute of Technology, Kharagpur,
India
M. Tech

2019

National Institute of Technology, Rourkela,
India
Ph.D.

Experience

  • 2019 March – 2021 Jan, Assistant Professor, VNRVJIET, 500090, India. (An autonomous institute under JNTU Hyderabad)
  • 2018 Aug – 2019 Feb, Assistant Professor, MITS, AP, India. (An autonomous institute under JNTU Anantapur)

Research Interest

  • Security and scalability of control and data plane in SDN, SD-IoT network.
  • Designing IDS using robust machine learning techniques.
  • Load balancing in Edge computing system.

Awards & Fellowships

  • 2014 – NET Qualified in Computer Science and Applications in 2014, June – UGC.
  • 2017-Got Travel grant from ICDCN for attending and presenting paper in ICDCN Doctoral Symposium, 2017 at IDRBT, Hyderabad, India
  • 2017, Got Travel grant from NIT, Rourkela for attending and presenting a paper in IEEE TENCON, 2017 at Penang, Malaysia.
  • 2014, Best poster presentation award in ICHPCA,2014 (IEEE Conference)
  • 2010 – 2012, Graduate Aptitude Test in Engineering (GATE) Qualified in Computer Science.

Memberships

  • IEEE Computer Society, Member
  • Institute of Engineers, Associate Member

Publications

JOURNALS
  • Kshira Sagar Sahoo, M.Tiwary, A. K. Luhach, A. Nayyar, K. Raymond Choo, and M. Bilal. "Demand–Supply-Based Economic Model for Resource Provisioning in Industrial IoT Traffic." IEEE Internet of Things Journal , vol. 9, no. 13 (2021)
  • S. K. Sahu, D. P. Mohapatra, J. K. Rout, Kshira Sagar Sahoo, and A. Kr Luhach. "An ensemble-based scalable approach for intrusion detection using big data framework." Big Data , vol. 9, no. 4 (2021).
  • P. Maity, S. Saxsena, S. Srivastava, Kshira Sagar Sahoo, A. K. Pradhan, and N. Kumar. "An effective probabilistic technique for DDoS detection in OpenFlow controller." IEEE Systems Journal, vol.16, no. 1 (2021).
  • S. Nithya, M. Sangeetha, KN Apinaya Prethi, Kshira Sagar Sahoo, Sanjaya Kumar Panda, and Amir H. Gandomi. "SDCF: A software-defined cyber foraging framework for cloudlet environment." IEEE Transactions on Network and Service Management, vol. 17, no. 4 (2020).
  • S.S. Hassan, R. K. Rout, Kshira Sagar Sahoo, Nz Jhanjhi, S. Umer, Thamer A. Tabbakh, and Zahrah A. Almusaylim. "A vicenary analysis of SARS-CoV-2 genomes." Cmc-Computers Materials & Continua (2021)
  • R. P. Nayak, S. Sethi, S. K. Bhoi, Kshira Sagar Sahoo, Nz Jhanjhi, T. A. Tabbakh, and Z. A. Almusaylim. "TBDDosa-MD: Trust-based DDoS misbehave detection approach in software-defined vehicular network (SDVN)." CMC-Computers, Materials & Continua 69, no. 3 (2021).
  • G.Madhu, A. Govardhan, B. Sunil Srinivas, Kshira Sagar Sahoo, N. Z. Jhanjhi, K. S. Vardhan, and B. Rohit. "Imperative dynamic routing between capsules network for malaria classification." CMC-Computers Materials & Continua 68, no. 1 (2021): 903-919.
  • R. P. Nayak, S. Sethi, S. K. Bhoi, Kshira Sagar Sahoo, M. Masud, and J. F. Al-Amri. "Sybil Misbehavior Detection in Software Defined VANETs using Received Signal Strength." Turkish Online Journal of Qualitative Inquiry 12, no. 5 (2021).
  • A. Bhoi, R. P. Nayak, S. K. Bhoi, S. Sethi, S. K. Panda, Kshira Sagar Sahoo, and A. Nayyar. "IoT-IIRS: Internet of Things based intelligent-irrigation recommendation system using machine learning approach for efficient water usage." PeerJ Computer Science 7 (2021).
  • R. K. Behera, Ranjan Kumar, Kshira Sagar Sahoo, Debadatt Naik, Santanu Kumar Rath, and Bibhudatta Sahoo. "Structural mining for link prediction using various machine learning algorithms." International Journal of Social Ecology and Sustainable Development (IJSESD) 12, no. 3 (2021).
  • K. K. Jena, S. K. Bhoi, T. K. Malik, Kshira Sagar Sahoo, N. Z. Jhanjhi, S. Bhatia, and F. Amsaad. "E-Learning Course Recommender System Using Collaborative Filtering Models." Electronics 12, no. 1 (2022).
  • R. R. Rout, Sk S. Hassan, S. Sheikh, S. Umer, Kshira Sagar Sahoo, and Amir H. Gandomi. "Feature-extraction and analysis based on spatial distribution of amino acids for SARS-CoV-2 Protein sequences." Computers in Biology and Medicine,vol 141 (2022).
  • K. Tiwary, S. K. Patro, A.H. Gandomi, and Kshira Sagar Sahoo. "Model updating using causal information: a case study in coupled slab." Structural and Multidisciplinary Optimization, vol 65, no. 2 (2022).
  • S. Suman, S. Mishra, Kshira Sagar Sahoo, and A. Nayyar. "Vision navigator: a smart and intelligent obstacle recognition model for visually impaired users." Mobile Information Systems 2022 (2022).
  • L. Dash, B. K. Pattanayak, S.K. Mishra, Kshira Sagar Sahoo, N. Z. Jhanjhi, M. Baz, and M. Masud. "A Data Aggregation Approach Exploiting Spatial and Temporal Correlation among Sensor Data in Wireless Sensor Networks." Electronics 11, no. 7 (2022).
  • S. K. Sahu, D. P. Mohapatra, J. K. Rout, Kshira Sagar Sahoo, Quoc-Viet Pham, and Nhu-Ngoc Dao. "A LSTM-FCNN based multi-class intrusion detection using scalable framework." Computers and Electrical Engineering 99 (2022).
  • S. K. Bhoi, S. K. Panda, K. K. Jena, Kshira Sagar Sahoo, N. Z. Jhanjhi, M. Masud, and S. Aljahdali. "IoT-EMS: An Internet of Things Based Environment Monitoring System in Volunteer Computing Environment." Intelligent Automation & Soft Computing, vol. 32, no. 3 (2022).
  • H. K. Tripathy, S. Mishra, S. Suman, A. Nayyar, and Kshira Sagar Sahoo. "Smart COVID-shield: an IoT driven reliable and automated prototype model for COVID-19 symptoms tracking." Computing Springer, vol. 104, no. 6 (2022).
  • M.Singh, Kshira Sagar Sahoo, and A. Nayyar. "Sustainable iot solution for freshwater aquaculture management." IEEE Sensors Journal vol. 22, no. 16 (2022)..
  • R. P. Nayak, S. Sethi, S. K. Bhoi, Kshira Sagar Sahoo, and A. Nayyar. "Ml-mds: Machine learning based misbehavior detection system for cognitive software-defined multimedia vanets (csdmv) in smart cities." Multimedia Tools and Applications (2022).
  • K. K. Jena, S. K.r Bhoi, D. Mohapatra, C. Mallick, Kshira Sagar Sahoo, and A. Nayyar. "A fuzzy rule based machine intelligence model for cherry red spot disease detection of human eyes in IoMT." Wireless networks (2022). (Vol no. not assigned)
  • C. R. Mohan, K. Chouhan, R. K. Rout, Kshira Sagar Sahoo, N. Z. Jhanjhi, A. O. Ibrahim, and A. Abdelmaboud. "Improved Procedure for Multi-Focus Images Using Image Fusion with qshiftN DTCWT and MPCA in Laplacian Pyramid Domain." Applied Sciences , vol. 12, no. 19 (2022).
  • D. Mohapatra, S. K. Bhoi, K. K. Jena, C. Mallick, Kshira Sagar Sahoo, N. Z. Jhanjhi, and M. Masud. "Core-based Approach to Measure Pairwise Layer Similarity in Multiplex Network." Intelligent Automation & Soft Computing, vol. 34, no. 1 (2022).
  • R. Sing, S. K. Bhoi, N. Panigrahi, Kshira Sagar Sahoo, Nz Jhanjhi, and M. A. AlZain. "A Whale Optimization Algorithm Based Resource Allocation Scheme for Cloud-Fog Based IoT Applications." Electronics, vol.  11, no. 19 (2022).
  • Mohapatra, Debasis, Sourav Kumar Bhoi, Kalyan Kumar Jena, Kshira Sagar Sahoo, Anand Nayyar, and Mohd Asif Shah. "Rank-Label Anonymization for the Privacy-Preserving Publication of a Hypergraph Structure." IEEE Access , vol. 10 (2022).
  • R. Sing, S. K. Bhoi, N. Panigrahi, Kshira Sagar Sahoo, M. Bilal, and S. C. Shah. "EMCS: An Energy-Efficient Makespan Cost-Aware Scheduling Algorithm Using Evolutionary Learning Approach for Cloud-Fog-Based IoT Applications." Sustainability , vol. 14, no. 22 (2022).
  • B. Egala, A. K. Pradhan, S. Gupta, Kshira Sagar Sahoo, M. Bilal, and K. Kwak. "CoviBlock: A Secure Blockchain-Based Smart Healthcare Assisting System." Sustainability , vol. 14, no. 24 (2022).
  • K. K. Jena, S. K. Bhoi, T. K. Malik, Kshira Sagar Sahoo, N. Z. Jhanjhi, S. Bhatia, and F. Amsaad. "E-Learning Course Recommender System Using Collaborative Filtering Models." Electronics, vol. 12, no. 1 (2022).
  • N .K. Rout, N. Parida, R. K. Rout, Kshira Sagar Sahoo, N. Z. Jhanjhi, M. Masud, and M. A. AlZain. "Analysis of Breath-Holding Capacity for Improving Efficiency of COPD Severity-Detection Using Deep Transfer Learning." Applied Sciences, vol. 13, no. 1 (2022).
  • T. K. Mishra, Kshira Sagar Sahoo, M. Bilal, S. C. Shah, and M. K. Mishra. "Adaptive Congestion Control Mechanism to Enhance TCP Performance in Cooperative IoV." IEEE Access (2023).
  • M. Khandelwal, R. K. Rout, S. Umer, Kshira Sagar Sahoo, N. Z. Jhanjhi, M. Shorfuzzaman, and M. Masud. "A Pattern Classification Model for Vowel Data Using Fuzzy Nearest Neighbor." Intelligent Automation & Soft Computing , vol. 35, no. 3 (2023).
  • S. Mohapatra, S.Maneesha, S. Mohanty, P. K. Patra, S. K. Bhoi, Kshira Sagar Sahoo, and Amir H. Gandomi. "A stacking classifiers model for detecting heart irregularities and predicting Cardiovascular Disease." Healthcare Analytics, vol. 3 (2023).
  • B. Neha, Sa. K. Panda, P. K. Sahu, Kshira Sagar Sahoo, and Amir H. Gandomi. "A systematic review on osmotic computing." ACM Transactions on Internet of Things 3, no. 2 (2022): 1-30.
CONFERENCE
  • M. Singh, V. S. Rathor, Kshira Sagar Sahoo, and Amir H. Gandomi. "Cooperative Geometric Scheme for Passive Localization of Target in an Indoor Environment." In 2022 IEEE Symposium Series on Computational Intelligence (SSCI), pp. 238-245. IEEE, 2022.
  • A. Behera, T. K. Mishra, Kshira Sagar Sahoo, and B. Sarathchandra. "An Improved Machine Learning Framework for Cardiovascular Disease Prediction." In Computing, Communication and Learning: First International Conference, CoCoLe 2022, Warangal, India, October 27–29, 2022, Proceedings, pp. 289-299. Cham: Springer Nature Switzerland, 2023.
  • Hota, Lopamudra, Prasant Kumar Dash, Kshira Sagar Sahoo, and Amir H. Gandomi. "Air Quality Index Analysis of Indian Cities During COVID-19 Using Machine Learning Models: A Comparative Study." In 2021 8th International Conference on Soft Computing & Machine Intelligence (ISCMI), pp. 27-31. IEEE, 2021.
  • Tiwary, Mayank, Pritish Mishra, Shashank Jain, and Kshira Sagar Sahoo. "AutoDBaaS: Autonomous Database as a Service for managing relational database services." In EDBT, pp. 600-610. 2021.
  • Rout, Suchismita, Sudhansu Shekhar Patra, Punyaban Patel, and Kshira Sagar Sahoo. "Intelligent Load Balancing Techniques in Software Defined Networks: A Systematic Review." In 2020 IEEE International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC), pp. 1-6. IEEE, 2020.
  • Swain, Subhashree, Jitendra Kumar Rout, and Kshira Sagar Sahoo. "Hybrid Approach to Prevent Accidents at Railway: An Assimilation of Big Data, IoT and Cloud." In Advances in Machine Learning for Big Data Analysis, pp. 189-222. Springer, Singapore, 2022.
  • Suman, Shubham, Kshira Sagar Sahoo, Chandramouli Das, N. Z. Jhanjhi, and Ambik Mitra. "Visualization of Audio Files Using Librosa." In Proceedings of 2nd International Conference on Mathematical Modeling and Computational Science, pp. 409-418. Springer, Singapore, 2022.
  • Chakraborty, Soham, Kshira Sagar Sahoo, Sushruta Mishra, and Sardar MN Islam. "AI Driven Cough Voice-Based COVID Detection Framework Using Spectrographic Imaging: An Improved Technology." In 2022 IEEE 7th International conference for Convergence in Technology (I2CT), pp. 1-7. IEEE, 2022.
  • An Auction based Edge Resource Allocation Mechanism for IoT-enabled Smart Cities. S. Sahoo, Kshira Sagar Sahoo, B. Sahoo, and A. H. Gandomi,.IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, 2020.
  • Swarm Intelligent Based Feature Selection for Intrusion and Detection System in Cloud Infrastructure. Ravindranath, S. Ramasamy, R. Somula, Kshira Sagar Sahoo and A.H. Gandomi, IEEE World Congress on Computational Intelligence, (WCCI), 2020
  • A Machine Learning Approach for Predicting DDoS Traffic in Software Defined Networks, Kshira Sagar Sahoo, A. Iqbal, P. Maiti, B. Sahoo, In 17th International Conference on Information Technology (ICIT), IEEE ,2018.
  • A Learning Automatabased DDoS Attack Defense Mechanism in Software Defined Networks; Kshira Sagar Sahoo, M.Tiwary, S. Sahoo, B.D Sahoo, R. Dash, In 24th Annual International Conference on Mobile Computing & Networking (MobiCom), ACM, 2018.
  • Detection of High Rate DDoS Attack From Flash Events Using Information Metrics in Software Defined Networks; Kshira Sagar Sahoo, M.Tiwary, Bibhudatta Sahoo, In 10th International Conference on COMmunication Systems & NETworkS (COMSNETS),IEEE,2018
  • Detection of Control Layer DDoS Attack using Entropy metrics in SDN: An Empirical Investigation; Kshira Sagar Sahoo, Manikanta Vankayala, Bibhudatta Sahoo, and Ratnakar Dash, In 9th International Conference on Advanced Computing (ICoAC),IEEE,2017.
  • Introducing Network Multi-tenancy for cloud based Enterprise Resource Planning - IoT Applications; M. Tiwary, S. Kumar, D. Puthal, Kshira Sagar Sahoo,B.D. Sahoo. In 27th IEEE International Symposium on Industrial Electronics Cairns, Australia,2018
  • Video Delivery Services in Media Cloud with Abandonment: An Analytical Approach. Sampa Sahoo,Kshira Sagar Sahoo,Bibhudatta Sahoo, and A.K.Turuk. In IEEE International Conference on Advanced Networks and Telecommunications Systems ,IEEE,2017.
  • Metaheuristic Solutions for Solving Controller Placement Problem in SDN-based WAN Architecture. Kshira Sagar Sahoo et al., In 8th International Conference on Data Communication Networking, Setubal-Portugal,(2017).
  • Solving Multi-Controller Placement Problem in Software Defined Network. Kshira Sagar Sahoo, Bibhudatta Sahoo, Ratnakar Dash, and Mayank Tiwary. In 15th International Conference on Information Technology(ICIT),IEEE,2016.
BOOK CHAPTERS
  • Swain, Subhashree, Jitendra Kumar Rout, and Kshira Sagar Sahoo. "Hybrid Approach to Prevent Accidents at Railway: An Assimilation of Big Data, IoT and Cloud." In Advances in Machine Learning for Big Data Analysis, pp. 189-222. Singapore: Springer Nature Singapore, 2022.
  • S. Mohanty, B. Sahoo, H. K. Apat, and Kshira Sagar Sahoo. "An Overview of Software-Defined Internet of Vehicles." SDN-Supported Edge-Cloud Interplay for Next Generation Internet of Things (2022): 71-86.
  • K. S. Sahoo, A. Solanki, S. Kumar Mishra, B. Sahoo, and Anand Nayyar, eds. SDN-supported Edge-cloud Interplay for Next Generation Internet of Things. CRC Press, 2022.
  • H. K. Apat, B. Sahoo, Sagarika Mohanty, and Kshira Sagar Sahoo. "A Scalable Software-Defined Edge Computing Model for Sustainable Smart City Internet of Things (IoT) Application." In SDN-Supported Edge-Cloud Interplay for Next Generation Internet of Things, pp. 125-148. Chapman and Hall/CRC, 2022.
  • Kshira Sagar Sahoo, B. D. Sahoo, and B. K. Mishra, "Software-defined Networking for Future Internet Technology: Concepts and Applications." (2021).
  • A. Panda, A. K. Turuk, A. Panda, T. P. Sahoo, Ankit Aryan, and Kshira Sagar Sahoo. "Flow Table Scalability in Software-Defined Networking: A Brief Overview." Software-Defined Networking for Future Internet Technology (2021): 113-145.
  • B. K. Tripathy, and Kshira Sagar Sahoo. "Policy Management in Software-Defined Networks." In Software-Defined Networking for Future Internet Technology, pp. 89-112. Apple Academic Press, 2021.
  • "Network Virtualization: Network Resource Management in Cloud." Resource Management and Efficiency in Cloud Computing Environments (2016),ISBN10: 1522517219, DOI: 10.4018/978-1-5225-1721-4.ch010
  • "Metaheuristic Approaches to Task Consolidation Problem in the Cloud." Resource Management and Efficiency in Cloud Computing Environments (2016), ISBN10: 1522517219, DOI: 10.4018/978-1-5225-1721-4.ch007.
  • DDoS Threats and Defence Mechanisms in Software Defined Networks: A Layer-wise Review, Handbook of E-Business Security published by CRC Press,2018, ISBN: 13: 978-1-138- 57130-3 (Hardback).
  • Security Issues in Distributed Computation for Big Data Analytics", Handbook of EBusiness Security published by CRC Press,2018, ISBN: 13: 978-1-138-57130-3 (Hardback).
BOOK EDITORIALS/PROCEEDINGS
  • Kshira Sagar Sahoo, B.D.Sahoo, B.K.Mishra. "Software-Defined Networking for the Future Internet Technology: Concepts and Applications", Apple Academic Press, Exclusive co-publishing with CRC press. Publication Date: July,2020, ISBN: 9781771889865
PATENTS
  • Kshira Sagar Sahoo, T. Behera, A. Pujahari, S. K. Mishra, "A SYSTEM AND A METHOD FOR CONTROLLING SMART STREET LIGHTS", 2022
  • A. Nayyar, A. Kumar, Kshira Sagar Sahoo, Nz Jhanjhi, V. Ajantha, ""Digital Imaging Methods And System For Processing Agar Plate Images For Automated Diagnostics"", File No: 2020103713, Australian Patent,"
  • S. K. Jena,Kshira Sagar Sahoo, B.K. Tripathy, S.Sahoo, B.D Sahoo. ""Intelligent Monitoring and Management of Irrigation in Agricultural Fields"", File No: 201931014953, on April 13, 2020, Indian Complete Patent Filed."

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