Details |
FromTo |
Name of the Organization |
||
|---|---|---|---|---|
Associate Professor |
July, 2022 |
Till date |
Kakatiya Institute of Technology & Science, Warangal. |
|
Assistant Professor |
July, 2013 |
October, 2021 |
|
Kakatiya Institute of Technology & Science, Warangal. |
Assistant Professor |
June, 2012 |
June, 2013 |
|
Sreenidhi Institute of Science & Technology, Hyderabad |
| Publications in Refereed Journals | |
|---|---|
S. No |
Details |
1 |
Vijayakumar Polepally, S. Nagendra Prabhu, D. B. Jagannadha Rao, Parsi Kalpana, "DeepMaxout LSTM: A SparkFramework-Driven Deep Learning Architecture for Intrusion Detection in Cloud Computing" Microsystemtechnologies, Springer publisher Published online, 2025, Thompson Reuters Impact factor1.8 DOI: doi.org/10.1007/s00542-025-05969-z (Indexed in SCI & Scopus) |
2 |
S. Nagendra Prabhu, Parsi Kalpana, D. B. Jagannadha Rao, Vijayakumar Polepally, "Fractional-Ant LionOptimization Algorithm for Privacy Protection in Cloud with MapReduce Framework", Cybernetics and Systems,ISSN: 1087-6553 Taylor and Francis publisher, Volume 56, issue-3, 2025, THOMPSONREUTERS Impact factor 1.859, DOI: https://doi.org/10.1080/01969722.2023.2166263 (Indexed in SCI & Scopus) |
3 |
D. B. Jagannadha Rao., Naga Mallik Atcha, Vijayakumar Polepally, "Optimized Frequent Subgraph Mining UsingIterative MapReduce forEnhanced Scalability and Performance", Journal of Theoretical and Applied InformationTechnology, ISSN: 1992-8645, Vol 103 issue-5, March 2025, pp. 1757-1780, Scopus indexed. |
4 |
Naga Mallik Atcha, D. B. Jagannadha Rao, Vijayakumar Polepally "Efficient frequent subgraph mining for dynamicnetwork graphs using golden dung graph hybridization: Applied Research Wiley publisher, ISSN:2702-4288 Vol 4, Issue 3, June 2025 DOI: https://doi.org/10.1002/appl.70019 Scopus indexed, |
5 |
Naga Mallik Atcha, D. B. Jagannadha Rao, Vijayakumar Polepally "FSM-MR++ Enhanced MapReduce-BasedFramework for Scalable Frequent Subgraph Mining in Large-Scale Graph Datasets", International Journal ofEngineering Trends and Technology ISSN: 2231–5381, Seventh Sense Research Group Volume 73 Issue 8, 147-169,August 2025, DOI: https://ijettjournal.org/archive/ijett-v73i8p113 (Scopus indexed) |
6 |
Yanamala Harinatha Reddy, D. B. Jagannadha Rao, Vijayakumar Polepally, “Securing DevOps Environments withFractional Archery Optimization and Server Switching Models”,Expert systems with Applications, Elsevierpublisher, ISSN: 0957-4174 Volume 294, 15 December 2025, 128721 THOMPSONREUTERS Impact factor 7.5, DOI: https://doi.org/10.1016/j.eswa.2025.128721 (Indexed in SCI & Scopus) |
7 |
Yanamala Harinatha Reddy, D. B. Jagannadha Rao, Vijayakumar Polepally, "Jaya dung beetle optimization-basedload balancing and VM Migration for cloud data security in DevOps Computers and Electrical Engineering",Elsevier publisher,ISSN: 0045-7906 Volume 124, Part B, May 2025, 110400, Impactfactor 4.0, DOI: https://doi.org/10.1016/j.compeleceng.2025.110400 (Indexed in SCI & Scopus) |
8 |
Polepally, Vijayakumar, D. B. Jagannadha Rao, Parsi Kalpana, and S. Nagendra Prabhu. "Exponential Squirrel Search Algorithm-Based Deep Classifier for Intrusion Detection in Cloud Computing with Big Data Assisted Spark Framework." Cybernetics and Systems 55, no. 2 (2024): 331-350. |
9 |
Jagannadha Rao, D. B., Parsi Kalpana, Vijayakumar Polepally, and S. Nagendra Prabhu. "HE-Gaston algorithm for frequent subgraph mining with hadoop framework." (2024). |
10 |
Nagendra Prabhu, S., Parsi Kalpana, D. B. Jagannadha Rao, and Vijayakumar Polepally. 2023. “Fractional-Ant Lion Optimization Algorithm for Privacy Protection in Cloud with MapReduce Framework.” Cybernetics and Systems 56 (3): 270–301 |
11 |
Kalpana, Parsi, S. Nagendra Prabhu, Vijayakumar Polepally, and Jagannadha Rao DB. "Exponentially‐spider monkey optimization-based allocation of resource in cloud." International Journal of Intelligent Systems 37, no. 3 (2022): 2521-2542. |
12 |
Balasubramaniam, S., Mohammad Haider Syed, Nitin S. More, and Vijayakumar Polepally. "Deep learning based power prediction aware charge scheduling approach in cloud based electric vehicular network." Engineering Applications of Artificial Intelligence 121 (2023): 105869. |
13 |
Rao, DB Jagannadha, Vijayakumar Polepally, S. Nagendra Prabhu, and Parsi Kalpana. "Deep recurrent neural network-based Hadoop framework for COVID prediction with applications to big data in cloud computing." International Journal of Bio-Inspired Computation 21, no. 1 (2023): 36-47. |
14 |
VijayakumarPolepally, K. ShahuChatrapati, “Exponential Gravitational Search Algorithm based Migration strategy for Load balancing in Cloud Computing”, International Journal of Modeling, Simulation, and Scientific Computing, World Scientific publisher, Singapore, Vol. 9. Issue: 1 (Indexed in SCOPUS and SCI) |
15 |
VijayakumarPolepally, K. ShahuChatrapati, “Dragonfly optimization and constraint measure-based Load balancing in cloud computing”, Cluster Computing, Springer is now online ready. (Indexed in SCOPUS and SCI). |
16 |
VijayakumarPolepally, K. ShahuChatrapati, "DEGSA-VMM: Dragonfly-based exponential gravitational search algorithm to VMM strategy for load balancing in cloud computing", Kybernetes, Vol. 47 Issue: 6, 2018, pp.1138-1157. (Indexed in SCOPUS and SCI). |
17 |
Vijayakumar Polepally, "Emotion Recognition on Twitter: Comparative study and training in Unison Model", Journal of Critical Reviews ISSN: 2394-5125,2020 (Indexed in Scopus) |
18 |
Vijayakumar Polepally, "Database sharing between Hadoop Clusters using peer – to peer Dela sharing", International Journal of Research ISSN: 2236-6124 Vol. 8 Issue 5 2019. |
19 |
Vijayakumar Polepally, "Rating prediction from social Users",International Journal of Research ISSN: 2236-6124 , Vol. 8 Issue 5 2019. |
20 |
Vijayakumar Polepally, "K-means Algorithm for Identifying ranking fraud for mobile Apps", International Journal for Technological research in Engineering ISSN:2347-4718, Vol. 04 Issue 11 2017. |
21 |
Vijayakumar Polepally, "An Enhancement of IdentityBased Multi-User Broadcast Authentication Scheme towards WSN", Journal of Emerging Technologies and Innovative research ISSN:2349-5162 Vol. 5 Issue 5 2017 |
22 |
Published a Research Journal titled “A Novel Approach to Efficient Text Sanitization for Textual Documents” in the International Journal of Computer Science Information and Engineering Technologies(IJCSIE), ISSN 2277-4408, Issue 4, Volume 3, Series 3, November 2014. |
23 |
VijayakumarPolepally, ShahuChatrapati “Multiple objective–based Modified Exponential Gravitational Search Algorithm to VMM strategy for Load balancing in Cloud” Iinternational Journal of Intelligent Engineering & Systems by INASS publisher, Japan, Vol. 10 Issue. 5. (Indexed in SCOPUS). (UGC Reference Number: 22983) |
S.No |
Details |
1 |
Polepally, Vijayakumar, Vodepalli Tejaswi, Poloju Shivacharanchary, Rayilla Sumanth, and Talla Vignan Sagar. "Comparative Analysis of Optimization Techniques in Ensemble Models for Stock Price Prediction." In 2024 2nd International Conference on Sustainable Computing and Smart Systems (ICSCSS), pp. 1576-1582. IEEE, 2024. |
2 |
Naga Mallik, Jagannadha Rao D.B, Vijayakumar Polepally, "A Contemplate study on prominent cloud service providers: Amazon Web Service (AWS), Microsoft Azure & Google Cloud Platform (GCP)", 8th International conference on Information System Design and Intelligent Applications, Dubai, UAE, 3-4 January 2024 |
3 |
Harinatha Reddy Yanamala, Jagannadha Rao D.B, Vijayakumar Polepally, "Analyzing the applicability of DevOps and its associated challenges", 8th International conference on Information System Design and Intelligent Applications, Dubai, UAE, 3-4 January 2024 |
4 |
Polepally, Vijay Kumar, Neha Reddy Jakka, Pendly Vishnukanth, Rachakatla Sushanth Raj, and Gudavelli Anish. "An Efficient Way to Predict Stock Price using LSTM-RNN Algorithm." In 2023 7th International Conference on Intelligent Computing and Control Systems (ICICCS), pp. 1240-1244. IEEE, 2023. |
5 |
Thaduri, Amani, Vijayakumar Polepally, and Swathy Vodithala. "Traffic accident prediction based on CNN model." In 2021 5th International conference on intelligent computing and control systems (ICICCS), pp. 1590-1594. IEEE, 2021. |
6 |
Nimmani, Pranaya, Swathy Vodithala, and Vijayakumar Polepally. "Neural network based integrated model for information retrieval." In 2021 5th International Conference on Intelligent Computing and Control Systems (ICICCS), pp. 1286-1289. IEEE, 2021. |
7 |
Polepally, Vijayakumar, N. Shiva Nandini Reddy, M. Sindhuja, N. Anjali, and K. Jeevan Reddy. "A deep learning approach for prediction of stock price based on neural network models: Lstm and gru." In 2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-4. IEEE, 2021. |
8 |
Presented a research paper titled “Energy aware GSA based Load Balancing Method in Cloud Computing Environment” in Springer-2017 International Conference on Latest Advances in Machine learning and DAta Science (LAMDA) on 26-10-2017 at National Institute of Technology, Goa. |
9 |
Vijayakumar Polepally, Raj Mohammed Mohd, Dr. C. Shoba Bindhu, “A Simple and Secure Remote User Authentication using Hash functions: Smart Card Technology,” in International Conference Proceedings of “International Conference on Recent Trends in Computational Science (ICRTCS-‘08)”, (Sponsored by DRDO & DIT), Ernakulam, Kerala, 11 - 13 June, 2008. Page 182-185. |
S. No. |
Name of the scholar |
Title of Thesis/ Area of Research |
University |
Status | Co-supervisor, if any |
1 |
Yanamala Harinatha Reddy |
Heuristics-based load balancing and VM Migration for cloud data security in DevOps |
Malla Reddy University, Hyderabad |
Ongoing |
Co-Superviosr |
2 |
Naga Mallik Atcha |
Efficient frequent subgraph mining fordynamic network graphs using golden dung graphhybridization |
Malla Reddy University, Hyderabad |
Ongoing |
Co-Superviosr |
S.No |
Details |
1 |
Member – Indian Society for Technical Education |
S.No |
Details |
1 |
2025 Best Performing Mentor for the NPTEL course "Deep Learning - IIT Ropar" SWAYAM NPTEL |
2 |
2025 Best Performing Mentor for NPTEL Course on "Block Chain and Its Applications" SWAYAM NPTEL |
S. No. |
Programme |
Duration |
Organized by |
1 |
NPTEL FDP on “Introduction to Industry 4.0 and Industrial Internet of Things” (Topper) | Jul-October 2025 (Equivalent to AICTE Two Weeks FDP) |
MHRD, AICTE SWAYAM |
2 |
AI-Driven Cybersecurity: Defense Strategies for the Digital Era | 18th to 23rd August 2025 |
Sponsored by AICTE Training and Learning (ATAL) Academy at KITS Warangal |
3 |
NPTEL FDP on “Cloud Computing” |
Jul-October 2024 |
MHRD AICTE SWAYAM |
4 |
NPTEL FDP on “Cyber Security and Privacy” |
Jul-October 2023 |
MHRD AICTE SWAYAM |
5 |
NPTEL FDP on “Programming in Java” |
Jan-April 2023 |
MHRD AICTE SWAYAM |
6 |
Emerging Applications of Optimization Techniques |
6th April 2024 to |
E& ICT Academy of NIT Warangal and KITS Warangal |
7 |
Cyber Threats and Security Measures |
25th July 2022 to |
Information Management and Emerging Engineering Department of NITTTR Chandigarh |
8 |
Deep Learning and Machine Learning Applications |
18th April 2022 to |
E& ICT Academy of NIT Warangal and VCE Hyderabad |
9 |
Blockchain for Digital Transformation |
12th August 2021 to |
Dept. of CSE, CBIT Hyderabad |
10 |
Meta-Heuristic Techniques for Engineering Applications |
16th July 2021 to |
E& ICT Academy of NIT Warangal and KITS Warangal |
11 |
FDP on “Refresher course on Teacher and Teaching in Higher Education” |
Sep-Dec 2019 |
MHRD AICTE SWAYAM |
12 |
FDP on “Online refresher course on Leadership And Governance In Higher Education-Level 2” |
Sep-Dec 2019 |
MHRD AICTE SWAYAM |
13 |
Refresher program on “Latest trends in pedagogy and Assessment” |
Sep-Dec 2018 |
MHRD AICTE SWAYAM |
14 |
Refresher program on “Online refresher course on Leadership And Governance In Higher Education” |
Sep-Dec 2018 (Equivalent to AICTE Two Weeks FDP) |
MHRD AICTE SWAYAM |
15 |
MOOCs FDP on “Programming for Problem Solving through C” |
Jul-Dec 2019 |
MHRD ACITE SWAYAM-NPTEL |
16 |
Online FDP-Student Induction on Incorporating Universal Human Values in Education” |
18-22 July 2020 |
AICTE |
17 |
FDP on “Machine learning in speech recognition” |
11-22 November 2019 |
DST,
KITS, Warangal |
18 |
FDP on “Database Design and Programming with SQL” |
24-28 February 2020 |
TASK, Oracle Academy, KITS,
Warangal |
19 |
Online FDP on “Python 3.4.3” |
8-13 June 2020 |
Spoken Tutorials, IIT Bombay Pragathi Engineering College |
20 |
FDP on “Big Data Analytics using R- Tools” |
02-07 July 2019 |
Department of CSE, KITS- Warangal. ISTE Sponsored |
21 |
FDP on “Machine Learning in image and computer vision Applications” |
24-29 June 2019 |
Department of CSE, NIT Warangal. eICT Academy |
22 |
Java Fundamentals and Java Programming |
07-11 August 2017 |
TASK-ORACLE Academy, Kakatiya Institute of Technology & Science, Warangal. |
23 |
Quality Assurance in Higher Educational Institutions and Industries |
19-23 July 2017 |
IQAC – Kakatiya Institute of Technology & Science, Warangal. |
24 |
Big Data Analytics And Internet Of Things |
22-31 May 2017 |
eICT and Dept. of CSE, NIT Warangal |
25 |
Instructional Design And Delivery Methods In Engineering Education |
01-06 May 2017 |
Kakatiya Institute of Technology & Science, Warangal. |
26 |
Co-ordinated one week TASK-ORACLE Academy-KITSW FDP on “DB programming with PL/SQL” |
July 18-22, 2016 |
Kakatiya Institute of Technology & Science, Warangal. |
27 |
Attended a two day FDP on “Big Data Analytics using Tools” |
July 8-9, 2016 |
Organized by Department of Information Technology, Kakatiya Institute of Technology & Science, Warangal. |
28 |
Attended one week FDP on “Machine Learning and Soft computing” |
28th December 2015 to 9th January 2016 |
Organized by Department of CSE, NIT Warangal |
29 |
Attended one week FDP on “Big Data Analytics” |
December 14-20, 2015 |
Organized by Department of CSE, JNTUH College of Engineering, Jagitial, Karimnagar, Telangana. |
30 |
Attended one week FDP on “Web Services and Internet of Things” |
December 1-5, 2015 |
Organized by Department of CSE, GNITS, Hyderabad |
31 |
Attended a two day FDP on “Research Insights in Big data and Cloud computing” |
September 8-9, 2015 |
Organized by Department of CSE, Kakatiya Institute of Technology & Science, Warangal. |
32 |
Attended a two day FDP on “Big data: Challenges” |
September 6-7, 2013 |
Organized by Department of CSE, Kakatiya Institute of Technology & Science, Warangal. |
S. No. |
Title of the Paper presented |
Title of Conference/ Seminar etc. |
Organized by |
1 |
Design and Development of a Machine Learning Model for the Prediction of Diabetic Kidney Disease (DKD) |
The 16th IEEE International Conference on Computing, Communication and Networking Technologies (ICCCNT 2025) |
IIT Indore, during July 6th to 11th, 2025. |
2 |
An Efficient Earthquake Prediction Model Based on Convolutional Neural Network |
The 16th IEEE International Conference on Computing, Communication and Networking Technologies (ICCCNT 2025) |
IIT Indore, during July 6th to 11th, 2025. |
3 |
Optimizing CNNs for Image Classification: Impact of FC Layers, Dropout, and Regularization |
The 16th IEEE International Conference on Computing, Communication and Networking Technologies (ICCCNT 2025) |
IIT Indore, during July 6th to 11th, 2025. |
4 |
Hybrid Model for Large-Scale Text Classification: Integrating Transformers & CNN |
The 16th IEEE International Conference on Computing, Communication and Networking Technologies (ICCCNT 2025) |
IIT Indore, during July 6th to 11th, 2025. |
5 |
Scaling-up Jenkins with a single node instance in DevOps |
The 2024 International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) |
London Metropolitan University, London |
6 |
Development of an Efficient Method for Early Earthquake Detection and Alert System using Deep Learning Algorithms |
The 2024 International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) |
London Metropolitan University, London |
Undergraduate Level |
||||
|---|---|---|---|---|
Courses Taught |
Currently Teaching |
|||
Course |
Semester, Year, Branch |
Course |
Semester, Year, Branch |
|
Programming for Problem Solving using C |
B.Tech I ECE-1 |
Design and Analysis of Algorithms |
VI Sem, III Yr, CSE |
|
Universal Human Values- II |
B.Tech VI CSE-2 |
Operating Systems |
II Sem, I Yr, CSE |
|
Computer Graphics & Multi Media |
I Sem, IV/IV B.Tech. |
|
||
Data Structures |
II Sem, II/IV, CSE-II |
|||
Data Structures Lab |
II Sem, II/IV, CSE-II |
|
|
|
Object oriented programming through C++ |
II Sem, I Year, CSE |
|||
Programming in C |
I Sem, I Year, Civil |
|||
e-Commerce |
VIII, IV Year, CSE |
|||
Advanced Data Structures |
B.Tech III CSE-2 |
|||
Artificial Intelllingence |
B.Tech VIII CSE-1 |
|||
Data ware Housing and Data Mining |
B.Tech VIII CSE-1 |
|||
Data Science |
VI Sem, III Yr, CSE |
|||
Postgraduate Level |
||||
Advanced Data Structures and Algorithms |
I Year, I Sem, M.Tech. SE |
|
|
|
Software Engineering |
I Year, I Sem, M.Tech. SE |
|||
|
|
|
|
|
S. No. |
Programme |
Duration |
Organized by |
1 |
4th International e-Conference on Advances in Computer Engineering and Communication Systems (ICACECS-2023) |
22- 23 September 2023 at VNR Vignana Jyothi Institute of Engineering and Technology, Hyderabad, Telangana |
International |
2 |
5th International Conference on Computer & Communication Technologies (IC3T) 2023 |
6-7 October 2023 at Kakatiya Institute of Technology & Science (KITSW), Warangal, Telangana, India |
International |
S.No |
Details |
1 |
"Importance of Online MOOC Certifications" during Students Induction Programme (SIP) on 26 November 2020 at KITS Warangal. |
2 |
"Processing Big Data applications in Cloud" in National Level workshop on "Big Data Analytics" during 05-07 March 2020 at Dept. of CSE, JNTUHCEM. |
3 |
Guest Lecture on "Design and Analysis of Algorithms" during A.Y. 2018-2019 at Dept. of CSE, JNTUCEM |
4 |
Guest Lecture "Data Structures and Algorithms" during A.Y. 2015-2016 at Dept. of IT, UCETW, KU. |
5 |
"Hadoop Map-reduce" in National Level workshop on Big data Analytics during 23-25 September 2016 at Dept. of CSE, JNTUHCEM |
6 |
"Data Science IBM Watson case study" during Online FDP on Data science using python with real applications at SNIST Hyderabad |
7 |
"Processing Big Data applications in Cloud" during National Level workshop on Big data Analytics at
Dept. of CSE, JNTUH College of Engineering, Manthani, Telangana |
S.No |
Details |
1 |
Received prestigious IBM Data Science Professional Certificate through Coursera |
2 |
CDAC-certified Master Trainer in High-Performance Computing (HPC), sponsored by AICTE |
3 |
Best Researcher Award by the Council for Skills and Competencies (CSC) at the National Teaching Excellence Awards 2024 |
4 |
Recognized Research Supervisor at both Visvesvaraya Technological University, Karnataka, and Malla Reddy University, Hyderabad |
S.No |
Details |
1 |
Session Chair at 4th International e-Conference on Advances in Computer Engineering and Communication Systems (ICACECS-2023), 22- 23 September 2023 at VNR Vignana Jyothi Institute of Engineering and Technology, Hyderabad, Telangana |
2 |
Session Chair at 5th International Conference on Computer & Communication Technologies (IC3T) 2023, 6-7 October 2023 at Kakatiya Institute of Technology & Science (KITSW), Warangal, Telangana, India |
S.No |
Details |
1 |
Reviewed 3 manuscripts in 2024 for Cluster Computing SCIE journal of Springer Nature Publisher |
2 |
Reviewed 1 manuscript in 2025 for Cluster Computing SCIE journal of Springer Nature Publisher |
3 |
Reviewed 1 manuscript in 2025 for Scientific Reports SCIE journal of Springer Nature Publisher |
4 |
Reviewed 1 manuscript in 2025 for "Symmetry" SCIE journal of MDPI Publisher |
S. No. |
Programme |
Duration |
Organized by |
1 |
4th INTERNATIONAL CONFERENCE ON DATA ENGINEERING & COMMUNICATION TECHNOLOGY (ICDECT-2020) |
25 -26 September, 2020 Kakatiya Institute of Technology & Science (KITSW), Warangal, Telangana, India | International |
2 |
2nd International Conference on Advances in Computer Engineering and Communication Systems (ICACECS-2021) | 13th- 14th August 2021 VNR Vignana Jyothi Institute of Engineering and Technology, Hyderabad, Telangana | International |
3 |
6th International Conference on Intelligent Computing and Communication (ICICC-22) | 18-19 November 2022 at G. Narayanamma Institute of Technology & Science (GNITS), Hyderabad, Telangana, India | International |
4 |
3rd International Conference on Intelligent Systems & Sustainable Computing ( ICISSC -2023) |
December 22-23, 2023 at Malla Reddy University, Hyderabad, Telangana, India | International |
5 |
International Conference on Emerging Research in Computing, Information, Communication and Applications (ERCICA-2024) | 16-17 July 2024, at BGS College of Engineering and Technology, Begaluru, Karnataka, India | International |
6 |
4th International Conference on Intelligent Systems & Sustainable Computing ( ICISSC -2024) |
December 20-21, 2024 at Malla Reddy University, Hyderabad, Telangana, India | International |