| Detecting network intrusion and anomaly incidents V Kumaran US Patent App. 13/962,863, 2014 | 101 | 2014 |
| Detecting network entity groups with abnormal time evolving behavior V Kumaran, SG Pandey, JP Vasseur US Patent 10,938,664, 2021 | 35 | 2021 |
| Using machine learning based on cross-signal correlation for root cause analysis in a network assurance service JP Vasseur, G Mermoud, SG Pandey, V Kumaran US Patent 10,785,090, 2020 | 25 | 2020 |
| CSA: Streaming Engine for Internet of Things. Z Shen, V Kumaran, MJ Franklin, S Krishnamurthy, A Bhat, M Kumar, ... IEEE Data Eng. Bull. 38 (4), 39-50, 2015 | 25 | 2015 |
| Enhancing Student Competency Models for Game-Based Learning with a Hybrid Stealth Assessment Framework. N Henderson, V Kumaran, W Min, B Mott, Z Wu, D Boulden, T Lord, ... International Educational Data Mining Society, 2020 | 22 | 2020 |
| Scenecraft: Automating interactive narrative scene generation in digital games with large language models V Kumaran, J Rowe, B Mott, J Lester Proceedings of the AAAI Conference on Artificial Intelligence and …, 2023 | 21 | 2023 |
| Generating game levels for multiple distinct games with a common latent space V Kumaran, B Mott, J Lester Proceedings of the AAAI Conference on Artificial Intelligence and …, 2019 | 16 | 2019 |
| Root cause analysis of seasonal service level agreement (SLA) violations in SD-WAN tunnels V Kumaran, JP Vasseur, G Mermoud, VK Kolar US Patent 10,880,186, 2020 | 15 | 2020 |
| Data anonymization for distributed hierarchical networks V Kumaran US Patent 10,778,647, 2020 | 10 | 2020 |
| Event stream database based architecture to detect network intrusion: (industry article) V Kumaran Proceedings of the 7th ACM international conference on Distributed event …, 2013 | 9 | 2013 |
| Deriving highly interpretable cognitive patterns for network assurance VK Kolar, V Kumaran, A Kumar, SG Pandey, JP Vasseur, G Mermoud US Patent 11,049,033, 2021 | 7 | 2021 |
| INTERPRETABLE PEER GROUPING FOR COMPARING KPIs ACROSS NETWORK ENTITIES VK Kolar, JP Vasseur, V Kumaran, G Mermoud, PA Savalle US Patent App. 16/693,594, 2021 | 7 | 2021 |
| Leveraging location data from mobile devices for user classification H Liu, D Tang, Z Shen, H Zhang, V Kumaran US Patent 9,930,494, 2018 | 7 | 2018 |
| Predictive analytics with stream database Z Shen, V Kumaran, D Tang, H Liu US Patent App. 14/985,790, 2017 | 7 | 2017 |
| End-to-end procedural level generation in educational games with natural language instruction V Kumaran, D Carpenter, J Rowe, B Mott, J Lester 2023 IEEE Conference on Games (CoG), 1-8, 2023 | 6 | 2023 |
| Intelligent tunnel assignment and dynamic SLA threshold configuration to increase availability and utilization of SD-WAN tunnels V Kumaran, JP Vasseur, VK Kolar, G Mermoud US Patent 10,951,490, 2021 | 5 | 2021 |
| Method and apparatus for managing interruptions from different modes of communication V Kumaran, JC Cottrell US Patent 8,923,822, 2014 | 3 | 2014 |
| Plan recognition as candidate space search V Kumaran | 3 | 2007 |
| Procedural Level Generation in Educational Games from Natural Language Instruction V Kumaran, D Carpenter, J Rowe, B Mott, J Lester IEEE Transactions on Games, 2024 | 2 | 2024 |
| Detecting transient vs. perpetual network behavioral patterns using machine learning VK Kolar, JP Vasseur, V Kumaran, SG Pandey US Patent 10,547,518, 2020 | 2 | 2020 |
