Zhouxiang Wu, Genya Ishigaki, Riti Gour, Congzhou Li, and Jason P. Jue, Reinforcement Learning for E2E Multi-domain Network Slice Provisioning, IEEE Transactions on Network and Service Management. [under review]
Zhouxiang Wu, Genya Ishigaki, Riti Gour, Congzhou Li, and Jason P. Jue, Reinforcement Learning-Based Elastic Slice Admission and Routing, IEEE Transactions on Network and Service Management. [under review]
Riti Gour, Genya Ishigaki, Jian Kong and Jason P. Jue, Availability-Guaranteed Slice Composition for Service Function Chains in 5G Transport Networks, IEEE/OSA Journal of Optical Communications and Networking (JOCN), March 2021
Genya Ishigaki, Siddartha Devic, Riti Gour, and Jason P. Jue, DeepPR: Progressive Recovery for Interdependent VNFs With Deep Reinforcement Learning, IEEE Journal on Selected Areas In Communications (JSAC), March 2020
Genya Ishigaki, Riti Gour, and Jason P. Jue, Improving Survivability of Clustered Interdependent Networks by Restructuring Dependencies, IEEE Transactions on Communications (TCOM), December 2018
Riti Gour, Jian Kong, Genya Ishigaki, Ashkan Yousefpour, Sangjin Hong, and Jason P. Jue, Finding Survivable Routes in Multi-Domain Optical Networks With Geographically Correlated Failure, OSA Journal of Optical Communications and Networking (JOCN), August 2018
Ashkan Yousefpour, Genya Ishigaki, Riti Gour, and Jason P. Jue, On Reducing IoT Service Delay via Fog Offloading, IEEE Internet of Things Journal, January 2018
Zhouxiang Wu, Genya Ishigaki, Riti Gour, Congzhou Li, Divya Khanure, and Jason P. Jue, Multi-domain Network Slice Partitioning: A Graph Neural Network Algorithm, IEEE International Conference on Communications, June 2024, Denver, USA. [under review]
Zhouxiang Wu, Genya Ishigaki, Riti Gour, Congzhou Li, Subhash Talluri, and Jason P. Jue, Reinforcement Learning-based Multi-domain Network Slice Provisioning, IEEE International Conference on Communications, May 2023, Rome, Italy.
Zhouxiang Wu, Genya Ishigaki, Riti Gour, Congzhou Li, and Jason P. Jue, Reinforcement Learning-Based Network Slice Resource Allocation for Federated Learning Applications, IEEE Global Communications Conference (GLOBECOM), December 2022, Rio de Janeiro, Brazil.
Riti Gour, Varin Sikand, Joseph Chang, Zhouxiang Wu, Genya Ishigaki, and Jason P. Jue, Slice Composition for SFCs with VNF Replications & Traffic-Weighted Availability-Guarantees, IEEE International Conference on Communications (ICC), May 2022, Seoul, South Korea.
Genya Ishigaki, Siddartha Devic, Riti Gour, and Jason P. Jue, Dynamic Bandwidth Allocation for PON Slicing with Performance-Guaranteed Online Convex Optimization, IEEE Global Communications Conference (GLOBECOM), December 2021, Madrid, Spain.
Zhouxiang Wu, Genya Ishigaki, Riti Gour, and Jason P. Jue, A Reinforcement Learning-Based Admission Control Strategy for Elastic Network Slices, IEEE Global Communications Conference (GLOBECOM), December 2021, Madrid, Spain
Riti Gour, Genya Ishigaki, Jian Kong, and Jason P. Jue, Localization of Probabilistic Correlated Failures in Virtual Network Infrastructures using Bayesian Networks, The Optical Networking and Communication Conference and Exhibition (OFC), March 2020, San Diego, California
Genya Ishigaki, Siddartha Devic, Riti Gour, and Jason P. Jue, DeepPR: Incremental Recovery for Interdependent VNFs with Deep Reinforcement Learning, IEEE Global Communications Conference (GLOBECOM), December 2019, Waikoloa, Hawaii
Qize Guo, Rentao Gu, Zihao Wang, Tianyi Zhao, Yuefeng Ji, Jian Kong, Riti Gour, and Jason P. Jue, Proactive Dynamic Network Slicing with Deep Learning Based Short-Term Traffic Prediction for 5G Transport Network, OSA Optical Fiber Communication Conference and Exhibition (OFC), March 2019, San Diego, California
Genya Ishigaki, Riti Gour, and Jason P. Jue, Improving the Survivability of Interdependent Networks by Restructuring Dependencies, IEEE International Conference on Communications (ICC), May 2018, Kansas City, Kansas
Hideo Kobayashi, Genya Ishigaki, Riti Gour, Jason P. Jue, and Norihiko Shinomiya, Embedding Chains of Virtual Network Functions in Inter-Datacenter Networks, IEEE International Conference on Computing, Networking and Communications (ICNC), March 2018, Maui, Hawaii
Riti Gour, Jian Kong, Genya Ishigaki, Ashkan Yousefpour, Sangjin Hong, and Jason P. Jue, Survivable Routing in Multi-domain Optical Networks with Geographically Correlated Failures, IEEE Global Communications Conference (GLOBECOM), December 2017, Singapore
Genya Ishigaki, Riti Gour, Ashkan Yousefpour, Norihiko Shinomiya, and Jason P. Jue, Cluster Leader Election Problem for Distributed Controller Placement in SDN, IEEE Global Communications Conference (GLOBECOM), December 2017, Singapore
Riti Gour, Genya Ishigaki, Jian Kong, and Jason P. Jue, Availability-Guaranteed Slice Composition for Service Function Chains in 5G Networks, Huawei Midwest Research Summit, May 2019, Dallas, Texas