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SRM University

Dr. Pardeep Singh

Professor
Department of Computer Science & Engineering (CSE)

pardeepsingh@srmuniversity.ac.in

Education

Degree Specialization University/Institute Name, Year
Ph.D. Computing Sciences Punjabi University, Patiala, 2021
M.Tech. Computer Science and Engineering Punjab Technical University, Jalandhar, 2013
B.Tech. Computer Science and Engineering Kurukshetra University, Kurukshetra, 2007

Research Interests

  • Meta-heuristic approaches for problem solving.
  • Resource Management in Cloud Computing Environment.
  • Server Consolidation, Task Consolidation and Task Scheduling in Cloud Computing.
  • Application of Machine Learning in IoT, Natural Language Processing and Healthcare.
  • Simulation using Java, Python, CloudSim and iFogSim.

 

Personal/Research Profile Links:

  1. https://www.researchgate.net/profile/Pardeep-Singh-16[H-Index-14]

  2. https://www.linkedin.com/in/dr-pardeep-singh-60956575/

  3. https://orcid.org/0000-0002-0368-4757

  4. https://scholar.google.com/citations?hl=en&user=P4oB-cgAAAAJ[H-Index-15]

  5. https://www.scopus.com/authid/detail.uri?authorId=57207822489[H-Index-12]

  6. Vidwan-ID:96340

Current Courses Taught / Teaching Interest

Advanced Algorithm and Problem Solving, Algorithms Design & Analysis, Data Structure, Java (Core & Advanced), Object Oriented Programming, Object Oriented Analysis & Design, Unified Modeling Language, Software Engineering, Operating Systems, Cloud Computing & Virtualization, XML Programming, Computer System Architecture, Compiler Design, Formal Languages and Automata Theory, Database Management Systems, PL/SQL, Microprocessor & Interfacing, Digital Electronics, Web Engineering, Soft Computing.

Academic Experience / Industrial Experience

  • Worked as Professor in School of Computer Science & Engineering and Core Team Member of IQAC in Galgotias University, Greater Noida from October, 2023 to January, 2026.
  • Worked as an Associate Professor in Department of Computer Science and Engineering of the Graphic Era Hill University, Dehradun from August ,2022 to October, 2023.
  • Worked as an Assistant Professor (Senior Scale) in School of Computer Science of the University of Petroleum and Energy Studies, Dehradun from August, 2016 to August , 2022.
  • Worked as an Assistant Professor in Department of Computer Science and Engineering of the Chandigarh University, Mohali from June, 2014 to August, 2016.
  • Worked as an Assistant Professor in Department of Computer Science and Engineering of HCTM Technical Campus, Kaithal, Haryana from September, 2008 to June, 2014.
  • Worked as Junior Java Application Developer in Sundelta Technologies Private Limited, New Delhi from August, 2007 to August, 2008.

Achievements / Awards / Recognitions

  • Qualified National Eligibility Test (NET) for Lecturer in Computer Science & Applications, in JUNE 2012.
  • Qualified Graduate Aptitude Test in Engineering (GATE) in Computer Science, in 2009.
  • Qualified Haryana Teachers Eligibility Test (HTET) in Computer Science, in 2016.
  • Wipro and HCL GUVI certified Java Trainer to Talent Next program for student training and placement.
  • Certification from GFG for Advance Algorithm and Problem Solving.

Selected Publications/Working Papers

Papers Published

S.No Paper Title Journal National / International Volume / DOI Page No Date
1 Task Scheduling in Cloud Using Multi-Objective Hybrid Approach Cluster Computing International 10.1007/s10586-025-05363-4 692 2025
2 A Comparison of 163-Bit Hybrid Karatsuba Multiplier and Word-Serial Multipliers for ECC Processors Transactions on Emerging Telecommunications Technologies International Vol. 36(3), e70074 — 2025
3 Performance Comparison Between E-learning During COVID-19 Pandemic Versus Traditional Classes Utilizing Sentiment Analysis Spatial Information Research International Vol. 33(1) 2 2025
4 Internet of Things Based Smart Framework for the Safe Driving Experience of Two Wheelers Scientific Reports International Vol. 14(1), Article 21830 — 2024
5 Cognitive-Inspired and Computationally Intelligent Early Melanoma Detection Using Feature Analysis Techniques Journal of Artificial Intelligence and Technology International Vol. 3(4) 215–224 2023
6 An Imperative Role of Studying Existing Battery Datasets and Algorithms for Battery Management System Review of Computer Engineering Research International Vol. 10(2) 28–39 2023
7 Recop: Fine-Grained Opinions and Collaborative Filtering Based Recommender System for Industry 5.0 Soft Computing International — — 2023
8 Intelligent Fake Reviews Detection Based on Aspect Extraction and Analysis Using Deep Learning Neural Computing & Applications International 10.1007/s00521-022-07531-8 20213–20229 2022
9 QoS Aware Task Consolidation Approach for Maintaining SLA Violations in Cloud Computing Computers & Electrical Engineering International Vol. 99, Article 107789 — 2022
10 Knowledge Application to Crossover Operators in Genetic Algorithm for Solving the Traveling Salesman Problem International Journal of Software Innovation (IJSI) International Vol. 10(1) 1–20 2022
11 A Survey on Task Scheduling Approaches in the Cloud Neuro Quantology International Vol. 20(14) 835–840 2022
12 User-Review Oriented Social Recommender System for Event Planning Ingénierie des Systèmes d’Information International Vol. 25(5) 669–675 2020
13 A Novel Approach of Virtual Machine Consolidation for Energy Efficiency and Reducing SLA Violation in Data Centers Int. Journal of Innovative Technology and Exploring Engineering International Vol. 8(5) 547–555 Mar-19
14 CPU and Memory Requirement Based Task Consolidation for Reducing Energy Consumption in Cloud Computing Journal of Critical Reviews International Vol. 7(9) 2350–2358 2020
15 Study of Various Approaches for VM Placement Optimization in Data Centers IJSRCSAMS International Vol. 7(6) — 2018
16 A Level Set Method for Brain Image Segmentation Using GA-Based Clustering IJSRCSAMS International Vol. 7(6) — 2018
17 Energy Optimization in Cloud by Applying Horizontal Clustering Indian Journal of Science and Technology International Vol. 9(47) 1–7 2016

 

S.No. Paper Title Conference National / International Volume / DOI Page No Date
1 Energy-Efficient IoT Architectures for Smart Cities: Implementing Adaptive Edge Computing for Sustainable Urban Development 2025 International Conference on Electronics, AI and Computing (EAIC), Jalandhar, India International DOI: 10.1109/EAIC66483.2025.11214219 1–6 2025
2 Synergizing AI and IoT: Intelligent Edge Computing for Autonomous and Scalable Smart Environments 2025 International Conference on Electronics, AI and Computing (EAIC), Jalandhar, India International DOI: 10.1109/EAIC66483.2025.11101610 1–6 2025
3 Blockchain-Integrated IoT for Sustainable Supply Chain Management: A Decentralized Implementation Approach 2025 International Conference on Electronics, AI and Computing (EAIC), Jalandhar, India International DOI: 10.1109/EAIC66483.2025.11101346 1–6 2025
4 Enhanced Network Experimentation with Machine Learning-Driven Analysis of Beaulieu-Xie Fading and κ-μ Co-Channel Interference Effects 2025 International Conference on Cognitive Computing in Engineering, Communications, Sciences and Biomedical Health Informatics (IC3ECSBHI), IEEE International DOI:10.1109/IC3ECSBHI63591.2025.10990355 48–53 2025
5 AI-Enhanced Multi-Dimensional Stochastic Process Modeling for QoS Analysis in 6G Networks Under Joint Fading and Dynamic Interference Constraints in α−η−μ Environments IC3ECSBHI 2025, IEEE International DOI:10.1109/IC3ECSBHI63591.2025.10990570 25–30 2025
6 Improved Initialization for Tunicate Swarm Optimization in Cloud Task Scheduling 2024 IEEE Region 10 Symposium (TENSYMP) International — 1–6 Sep 2024
7 Harnessing the Swarm Trio: PSO, ACO, and TSO for Efficient Cloud Task Scheduling 2024 IEEE 5th India Council International Subsections Conference (INDISCON) International — 1–6 Aug 2024
8 An Analysis of Case Study on Application of Backpropagation Network Using Procedural & Object-Oriented Approach 2024 International Conference on Emerging Innovations and Advanced Computing (INNOCOMP), IEEE International — 525–531 May 2024
9 CloudEye: A Tool to Secure Text, Images and Audios Using Steganography International Conference on Soft Computing: Theories and Applications (SoCTA), Springer International — 389–399 Dec 2023
10 Sentimental Analysis Based Movie Recommender System Using Collaborative Filtering Approach 2023 International Conference on Sustainable Emerging Innovations in Engineering and Technology (ICSEIET), IEEE International — 168–172 Sep 2023
11 A Novel Mobile App Based College Event Management System 2023 4th International Conference on Smart Electronics and Communication (ICOSEC), IEEE International — 1090–1094 Sep 2023
12 Emotion Detection in Speech: A CNN Neural Network Approach 2023 International Conference on Network, Multimedia and Information Technology (NMITCON), IEEE International — 1–7 Sep 2023
13 Enhancing Singing Performances: Novel Method for Automatic Vocal Pitch Correction 2023 4th International Conference on Smart Electronics and Communication (ICOSEC), IEEE International — 1095–1102 Sep 2023
14 CloudyPages: A Secure and Scalable Serverless Web-Based Blogging Application International Conference on Advances in Data-driven Computing and Intelligent Systems, Springer International — 109–121 Sep 2023
15 Investigation of VLLC-OCDM System for Intelligent Transport Applications 2023 3rd Asian Conference on Innovation in Technology (ASIANCON), IEEE International — 1–4 Aug 2023
16 Employing Methodologies from the Field of Artificial Intelligence for Identifying Fake News 2023 World Conference on Communication & Computing (WCONF), IEEE International — 1–5 Jul 2023
17 Popularity-Driven Optimized Caching Scheme for Content-Centric Networking 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE International — 1–6 Jul 2023
18 Secure Image Retrieval in an Untrusted Cloud Environment Using Homomorphic and Attribute-Based Encryption International Conference on Artificial-Business Analytics, Quantum and Machine Learning, Springer International — 257–271 Jul 2023
19 A Review on Quantum Key Distribution Protocols, Challenges, and Its Applications International Conference on Recent Developments in Cyber Security, Springer International — 541–550 Jun 2023
20 A 233-Bit Elliptic Curve Processor for IoT Applications International Conference on Emergent Converging Technologies and Biomedical Systems, Springer International — 61–69 May 2023
21 Using AI Planning to Automate Cloud Infrastructure International Conference on Artificial Intelligence on Textile and Apparel, Springer International — 125–137 2023
22 Using Historical Trip Information to Determine the Waiting Time Required for Taxi Services International Conference on Artificial Intelligence on Textile and Apparel, Springer International — 139–152 2023
23 An Enhanced Classification Model for Depression Detection Based on Machine Learning with Feature Selection Technique Congress on Control, Robotics, and Mechatronics, Springer International — 589–601 Mar 2023
24 Industry Internet of Things Based Intelligent Driver Monitoring System 2023 International Conference on Sustainable Computing and Data Communication Systems (ICSCDS), IEEE International — 1160–1164 2023
25 Visual Questions Answering Developments, Applications, Datasets and Opportunities: A State-of-the-Art Survey ICSCDS 2023, IEEE International — 778–785 2023
26 The Role of Artificial Intelligence in Shaping Library Management and Its Utilization 2023 International Conference on Disruptive Technologies (ICDT), IEEE International — 467–472 2023
27 A Modified Approach for Accuracy Enhancement in Intruder Detection with Optimally Certain Features Mobile Radio Communications and 5G Networks (MRCN 2022), Springer International — 149–157 2023
28 Effect of News Headlines on Gold Price Prediction Using NLP and Deep Learning 2023 International Conference on Artificial Intelligence and Applications (ICAIA), IEEE International — 1–6 2023
29 Machine Learning Techniques for Data-Driven Computer-Aided Diagnostic Method of Polycystic Ovary Syndrome (PCOS) Resulting from Functional Ovarian Hyperandrogenism (FOH) 2023 International Conference on Computational Intelligence and Sustainable Engineering Solutions (CISES), IEEE International — 195–201 Apr 2023
30 Enhancing Prostate Cancer Diagnosis with Multi-class Classification of CT Scan Images 2023 Third International Conference on Secure Cyber Computing and Communication (ICSCCC), IEEE International — 25–30 2023
31 Hybrid Deep Neural Networks for Improved Sentiment Analysis in Social Media ICSCCC 2023, IEEE International — 542–547 2023
32 Ensuring Trust and Security in IoT Systems through Blockchain Integration ICSCCC 2023, IEEE International — 298–303 2023
33 Uncovering Spam in Twitter: A Machine Learning Approach CISES 2023, IEEE International — 993–998 Apr 2023
34 An Early Detection of Pneumonia in CXR Images Using Deep Learning Techniques 2023 International Conference on Innovative Data Communication Technologies and Application (ICIDCA), IEEE International — 1029–1036 Mar 2023
35 Current and Future Roadmap for Artificial Intelligence Applications in Software Engineering Automation and Computation, CRC Press International — 234–241 2023
36 Adam Optimizer Based Deep Learning Approach for Improving Efficiency in License Plate Recognition Automation and Computation, CRC Press International — 439–449 2023
37 CPSSD: Cyber-Physical Systems for Sustainable Development—An Analysis International Conference on Emergent Converging Technologies and Biomedical Systems, Springer International — 599–608 Sep 2022
38 Performance Evaluation of Genetic Algorithm and Flower Pollination Algorithm for Scheduling Tasks in Cloud Computing International Conference on Signal Processing and Integrated Networks, Springer International — 139–154 2022
39 Utilization and Energy Consumption Optimization for Cloud Computing Environment Cyber Security and Digital Forensics (ICCSDF 2021), Springer International — 609–619 2022
40 Character Recognition Using Approaches of Artificial Neural Network: A Review ITTAP International — 186–193 2022
41 CPSSD: Cyber Physical Systems for Sustainable Development – An Analysis ECTBS 2022 International — — 2022
42 Firefly Optimization Technique for Software Quality Prediction SoCTA 2021, Springer International — 263–273 2022
43 Scheduling Tasks Based on Branch and Bound Algorithm in Cloud Computing Environment 2021 IEEE 8th International Conference on Signal Processing and Integrated Networks (SPIN) International — 41–46 2021
44 A Forecast of Coronary Heart Disease Using Proficient Machine Learning Algorithms 2021 Sixth International Conference on Image Information Processing (ICIIP), IEEE International — 517–522 2021
45 A Novel Approach for Wireless Home Automation System Using IoT CEUR Workshop Proceedings, Vol. 3058 International Vol. 3058 — 2021
46 AI-Based Question Answering System for NoSQL Standard Query CEUR Workshop Proceedings, Vol. 3058 International Vol. 3058 — 2021
47 An Implementation Analysis of Risk Mitigation in Software Reusability Using Matrix Approach CEUR Workshop Proceedings, Vol. 3058 International Vol. 3058 — 2021
48 A Survey on Jumping Finite Automata International Conference on Innovations, Research and Emerging Technologies, Panipat National — — 2021
49 A Systematic Study on Software Reliability Model with FSM International Conference on Innovations, Research and Emerging Technologies, Panipat National — — 2021
50 Gradient Integrated Regression Sustainable Approach with Machine Learning Towards Software Quality Assurance International Conference on Innovations, Research and Emerging Technologies, Panipat National — — 2021
51 Energy Aware Next Fit Allocation Approach for Placement of VMs in Cloud Computing Environment FICC 2020, Springer International — — 2020
52 A Novel Approach for Multi-Pitch Detection with Gender Recognition First International Conference on Computing, Communications, and Cyber-Security (IC4S 2019) International — — 2020
53 Implementation and Analysis for Run-Time Complexity of 5 State Busy Beaver IC4S 2019 International — — 2019
54 A Review on Heuristic Algorithms for Server Consolidation in Cloud Computing International Conference on Innovations in Computing – 2017 National — — 2017
55 Comparison of Classification Algorithm Used in Sentiment Analysis National Conference on Emerging Areas of Computer Science and Communication Engineering National — — 2016
56 Hand Gesture Recognition: A Review National Conference on Emerging Areas of Computer Science and Communication Engineering National — — 2016
57 A Survey of Various Algorithms for Scheduling in Cloud Computing 2nd National Conference on Advances in Computer Science, Communication Engineering and Applications (ACSCEA) National — — 2015
58 An Approach to Apply Knowledge to Crossover Operators in Genetic Algorithm: Case Study with TSP 2nd International Conference on Evolution in Science and Technology and Eyne on Educational Methodologies (ESTEEM-2013) International — — 2013
59 A Study on Black Hole Detection Techniques in MANETs AEMDS – 2nd National Conference on Advancements in the Era of Multi-Disciplinary Systems (Elsevier Proceedings) National — — 2013
60 Algorithm with Comparison Using Structured & Object-Oriented (Java) Approach: A Case Study on BPN Algorithm International Conference on Engineering Innovations – A Fillip to Economic Development International — — 2010
61 Study of WiMax 2nd National Conference on Electronics Design & Communication Technology National — — 2010
62 Enhancements of Wireless Network Security in Modern Era Emerging Trends in Software and Networking Technologies National — — 2009

 

Books Published

  • Rahul Kumar Singh, Pardeep Singh and Gurmanpreet Singh, “Software Reliability with Jumping Finite Automata”, ISBN:978-93-5509-277-9 (Paperback), 978-93-5509-290-8(E- book), BFC Publications Pvt. Ltd., 2021.
  • Gunjan Chhabra, Pardeep Singh and Alankrita Aggarwal, “Automatic Gadget Charger using Coin Detection”, ISBN: 978-93-5509-595-4 (Paperback), 978-93-5509-600-5 (E- book), BFC Publications Pvt. Ltd. , 2021.
  • Alankrita Aggarwal,Pardeep Singh,Rajender Kumar,“ Image Processing of Mammograms for Cancer Detection”, ISBN: 978-93-5632-044-4 (Paperback), 978-93-5632-045-1 (E- book), BFC Publications Pvt. Ltd., 2021.

 

Patent Published

  • MOOC VIDEO SEGMENT RECOMMENDATION, Indian Patent,Published, 2021.
  • ARTIFICIAL INTELLIGENCE-BASED SYSTEM FOR DETECTION OF OPTHALMIC INFECTIONS, 202411023862, MAY 10, 2024.
  • CANCER DETECTION AND SCREENING SYSTEM BASED ON MACHINE LEARNING, 202411023880, MAY10, 2024.
  • HEARING AID SYSTEM FOR VISUALY IMPAIRED PEOPLES, 202411023881,MAY 10,2024.

Ph.D. Scholars Associated:

S.No. Scholar Name University Associated Supervision Status Research Work Status
1 Isha Sharma Chandigarh University, Mohali Co-Supervisor Thesis Writing Under Process with 3 Conference and 1 SCI Journal (Q1) Publication
2 Abhishek Kumar Galgotias University, Greater Noida Supervisor Course Work under Process
3 Vikas Singh Amity University, Greater Noida Co-Supervisor DC1 Done
4 Bhawna Tyagi Galgotias University, Greater Noida Co-Supervisor DC1 Done

Conference Sessions Chaired

  1. 17th December, 2022 in 7th International Conference on Soft Computing: Theories and Applications (SoCTA) at Himachal Pradesh University, Shimla.
  2. 20thMarch, 2025 in IEEE Sponsored 2nd International Conference on Communication, Computer Sciences, and Engineering (IC3SE-2025) at Amity University, Greater Noida.
  3. 4th April, 2025 in 3rd International Conference on Communication, Security, and Artificial Intelligence at Galgotias University, Greater Noida, India.
  4. 11thApril, 2025 in International Conference on Advancement in Cyber Security and Digital Forensics (ICACSDF2025) at School of Computer Science, UPES Dehradun, sponsored by Springer Nature.
  5. November 29th, 2025 in IEEE 7th International Conference on Computing, Communication and Automation (ICCCA) held at Galgotias University, Greater Noida, India (NCR New Delhi).

Workshop/Short-term Courses Delivered

S.No. Title Date Location
1 Wipro Talent Next 2016 training engagement for students June - July, 2016 Chandigarh University, India
2 Two Days Hands-on workshop on Cloudsim (Cloud Computing Simulation Tool) 27 - 28 September, 2018 M.P.J.R.U, Bareilly, India
3 Hands-on workshop for Java – J2EE Programming for Teachers 5 - 9 August, 2024 Galgotias University, India
4 Wipro Talent Next 2024-25 training engagement for students May - September, 2024 Galgotias University, India

Responsibilities and Tasks Performed:

  • Core Member of IQAC Central Team at Galgotias University: Responsible for auditing and validating institutional documents, data and processes to ensure compliance with accreditation standards.
  • Coordinator for organizing Smart India Hackathon –2025 & its pre-qualifier event during 8thto 12thDecember, 2025 held at Galgotias University organized by AICTE & MIET, India.
  • Coordinator for organizing Smart India Hackathon –2024 & its pre-qualifier event during 11thto 15thDecember, 2024 held at Galgotias University organized by AICTE & MIET, India.
  • Coordinated Dark Patterns Buster Hackathon-2023 held at Galgotias University organized by IIT-BHU and Ministry of Consumer Affairs, India.
  • Coordinator for organizing Smart India Hackathon–2023 program during 19th to 23rd December held in Galgotias University organized by AICTE& MIET, India.
  • Member of Board of Evaluation Committee for Verification of Question Papers in 2024.
  • Member of Academic Planning team: responsible for handling faculty load allocation and time table management of Department of Cybernetics, School of Computer Science, UPES and also assisting head in managing various academic activities in the department accordingly.
  • Worked with Learning Management Systems e.g Blackboard, iCloud, intelliexams and Codetantra to facilitate online classroom environments for teaching and evaluations of students.
  • Devising and delivering interactive teaching sessions F2F and online.
  • Evaluating and grading students' classwork, papers and assignments to assess course success and student understanding of materials.
  • Compiled, administered and graded examinations to assess student learning and identify individuals likely to need assistance.
  • Increased student satisfaction by providing attentive care and support throughout academic struggles. Provided constructive feedback on coursework, classwork and homework to advance student knowledge in computer science.
  • Coordinated summer school programme at UPES for 3 Years.
  • Coordinated students’ activity related to minor and major projects and undergraduate level.
  • Supervised and assessed student presentations and dissertations at postgraduate and doctorate level.
  • Conducted general administration on behalf of lectures such as report writing, lesson planning and responding to emails.
  • Contributed to the development, planning and implementation of a high-quality curriculum in computer science
  • Assisted time-table generation and teaching load management to academic planning team at CU.
  • As an Academic Coordinator of CSE final year students in Chandigarh University handled all academic and placement related activities.
  • Completed in-service and additional training in various fields of Computer Science & Engineering to maintain professional growth.
  • Provided technical training in Java Full Stack to students at CU and GU, to qualify job recruitment exam by the Wipro Technologies, Bangalore.
  • Counselling and guiding new aspirants about the field of computer science and helping them to choose right path for their career goals.
  • Assisting university management for various academic and non-academic activity related to staff or students.

Other Information

Languages Known : Java/J2EE,HTML, C,.Net, Python

Web Technologies : JSP,Servlets,ASP

Knowledge of Framework : Spring,Struts,EJB

GUI Development : HTML, JavaScript, AWT

Other Technologies : DBMS,Oracle9i, Cloudsim Simulator

Web Server : Tomcat 11.x.,Weblogic 8.1

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