Ratna Raju Mekala, Sai Krishna Mothku, and Manoj Kumar Somesula. "DRL-based Task Scheduling Scheme in Vehicular Fog Computing: Cooperative and mobility aware approach"Ad Hoc Networks (Elsevier) (2024): 103819.(SCI, IF-4.8160) Link
Ratna Raju Mekala, Sai Krishna Mothku, Manoj Kumar Somesula, and Srilatha Chebrolu. "Age and energy aware data collection scheme for urban flood monitoring in UAV-assisted in UAV-Assisted Wireless Sensor Networks."Ad Hoc Networks (Elsevier) (2024): 103704.(SCI, IF-4.8160) Link
Manoj Kumar Somesula, Banalaxmi Brahma, Ratna Raju Mekala, and Sai Krishna Mothku. “ An Online Approach for Cooperative Cache Updating and Forwarding in Mobile Edge Network.” Wireless Networks (Springer) (2024): 1-15.(CORE B, SCI, IF-3.0)Link
2024
Manoj Kumar Somesula, Ratna Raju Mekala, Mallikarjun Reddy Dorsala, Banalaxmi Brahma, and Sai Krishna Mothku. “ Service Caching and User Association in Cache Enabled Multi-UAV Assisted MEN for Latency-Sensitive Applications.” Computers and Electrical Engineering (Elsevier) (2024): 1-19.(CORE B, SCI, IF-4.0) Link
Ratna Raju Mekala, Sai Krishna Mothku, and Manoj Kumar Somesula. “DMITS: Dependency and Mobility-aware Intelligent Task Scheduling in Socially-enabled VFC based on Federated DRL Approach.” IEEE Transactions on Intelligent Transportation Systems (2024): 1-16. (SCI, IF-7.90) Link
Ratna Raju Mekala, Sai Krishna Mothku, and Manoj Kumar Somesula. “ SMITS: Social and Mobility aware Intelligent Task Scheduling in Vehicular Fog Computing - A Federated DRL Approach” Computer Communications (Elsevier) 222 (2024): 13-25.(SCI, IF-6.0) Link
2023
Ratna Raju Mekala, Sai Krishna Mothku, and Manoj Kumar Somesula. “MITS: Mobility-aware Intelligent Task Scheduling in Vehicular Fog Networks.” IEEE Transactions on Vehicular Technology73, no. 3 (2023): 1-16. (SCI, IF-6.80) Link
Manoj Kumar Somesula, Sai Krishna Mothku, and Sudarshan Chakravarthy A. “Cooperative Service Placement and Request Routing in Mobile Edge Networks for Latency-Sensitive Applications.” IEEE Systems Journal 17, no. 3 (2023): 4050-4061. (SCI, IF-4.802) Link
Manoj Kumar Somesula and Rashmi Ranjan Rout and D. V. L. N. Somayajulu. “User Preference Learning based Cooperative Cache Placement for Mobile Edge Networks with Adaptive User Clustering.” Ad Hoc Networks (Elsevier) 140 (2023): 103051. (SCI, IF-4.816) Link
2022
Manoj Kumar Somesula, Sai Krishna Mothku, and Anusha Kotte. “Deep Reinforcement Learning Mechanism for Deadline-aware Cache Placement in Device-to-Device Mobile Edge Networks.” Wireless Networks (Springer) 29, no. 2 (2022): 569-588.(CORE B, SCI, IF-2.701)Link
Manoj Kumar Somesula,Anusha Kotte, Sudarshan Chakravarthy A, and Sai Krishna Mothku. “Deadline-Aware Cache Placement Scheme Using Fuzzy Reinforcement Learning in Device-to-Device Mobile Edge Networks.”Mobile Networks and Applications (Springer)27, no. 5 (2022): 2100-2117.(SCIE, IF-3.426)Link
Manoj Kumar Somesula, Rashmi Ranjan Rout, and D. V. L. N. Somayajulu. “Cooperative Cache Update using Multi-Agent Recurrent Deep Reinforcement Learning for Mobile Edge Networks.” Computer Networks (Elsevier)209, (2022): 108876. (CORE A, SCIE, IF-5.493) Link
2021
Manoj Kumar Somesula, Rashmi Ranjan Rout, and D. V. L. N. Somayajulu. "Contact duration-aware cooperative cache placement using genetic algorithm for mobile edge networks." Computer Networks (Elsevier)193, (2021): 108062. (CORE A, SCIE, IF-5.493)Link
Manoj Kumar Somesula, Rashmi Ranjan Rout, and D. V. L. N. Somayajulu. "Deadline-aware caching using echo state network integrated fuzzy logic for mobile edge networks." Wireless Networks (Springer)27, no. 4 (2021): 2409-2429. (CORE B, SCI, IF-2.701)Link
2015
K. Anusha, S. Manoj Kumar, and K. Santhi Sree. ”Case Study: Outlier Detection on Sequential Data.” International Journal of Computer Applications (2015), 975, 8887. Link
S. Manoj Kumar, K. Anusha, and K. Santhi Sree. ”Semantic Web-based Recommendation: Experimental Results and Test Cases.” International Journal of Emerging Research in Management & Technology (2015) 4, no. 6, page 215-222. Link
Book Chapters
2024
Mallikarjun Reddy D, Mahesh Kumar, and Manoj Kumar Somesula. “Embracing Blockchain Technologies in Outsourcing Practices: Cases and Studies in Operations Research and Management Studies” Published by Springer (series International Series in Operations Research & Management Science (ISSN: 0884-8289), FREE and Indexed in SCOPUS)
Reviewer for Science, Engineering and Technology (SET Journal).
Editorial Member for Science, Engineering and Technology (SET Journal).
Reviewer for IEEE Potentials.
Conferences
Serving as a TPC Member forICISS-2024 (International Conference on Intelligent Systems and Security - 2024).
Served as a reviewer for WFIoT-2023 (9th IEEE World Forum on Internet of Things - 2023).
Served as a reviewer for CLIP 2022(First International Conference on ComputationaL Intelligence Paradigms 2022).
Served as a reviewer for IICAIET 2022(4th IEEE International Conference on Artificial Intelligence in Engineering and Technology 2022).
Served as a reviewer for ICMACC-2022(IEEE International Conference on Recent Trends in Microelectronics, Automation, Computing and Communication Systems-2022).
Served as a reviewer for ICDSIS-2022( IEEE International Conference on Data Science and Information System-2022).
Served as a reviewer for ICAITPR-2022(International Conference on Artificial Intelligence Trends and Pattern Recognition-2022).
Served as a Program Committee Member (PC Member) for IICAIET-2022 (2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology).
Served as a reviewer for WFIoT-2022 (8th IEEE World Forum on Internet of Things - 2022).
Served as a reviewer for WFIoT-2021 (7th IEEE World Forum on Internet of Things - 2021).
Served as a reviewer for ICMNWC-2021(IEEE International Conference on Mobile Networks and Wireless Communications-2021).