| 2021 | CNSM | EdgeDQN: Multiple SFC Placement in Edge Computing Environment. | Suman Pandey, Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong |
| 2021 | IM | Streaming Pattern Based Feature Extraction for Training Neural Network Classifier to Predict Quality of VOD services. | Suman Pandey, Mi-Jung Choi, Jae-Hyoung Yoo, James Won-Ki Hong |
| 2021 | NetSoft | GRU and EdgeQ-Learning based Traffic Prediction and Scaling of SFC. | Suman Pandey, James Won-Ki Hong, Jae-Hyoung Yoo |
| 2020 | APNOMS | Q-Learning based SFC deployment on Edge Computing Environment. | Suman Pandey, James Won-Ki Hong, Jae-Hyoung Yoo |
| 2020 | CNSM | Environment Aware Adaptive Q-Learning to Deploy SFC on Edge Computing. | Suman Pandey, James W. Hong, Jae-Hyoung Yoo |
| 2017 | APNOMS | Feasibility study for simulating community based content caching on CCN network using ndnSIM simulator. | Suman Pandey, Yang-Sae Moon, Mi-Jung Choi |
| 2011 | APNOMS | Towards management of machine to machine networks. | Suman Pandey, Mi-Jung Choi, Myung-Sup Kim, James W. Hong |
| 2009 | APNOMS | Dimensioning of IPTV VoD Service in Heterogeneous Broadband Access Networks. | Suman Pandey, Young J. Won, Hong-Taek Ju, James W. Hong |