2023 |
Ad Hoc Networks (Elsevier) 140 (2023): 103051. |
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.” |
2022 |
Computer Networks (Elsevier). 209, (2022): 108876. |
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.” |
2022 |
Mobile Networks and Applications (Springer) 27, no. 5 (2022): 2100-2117. |
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.” |
2022 |
Wireless Networks (Springer) 29, (2023): 569–588. |
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.” |
2021 |
Wireless Networks (Springer) 27, no. 4 (2021): 2409-2429 |
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." |
2021 |
Computer Networks (Elsevier) 193, (2021): 108062 |
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." |