Poster
Publications from SWADE and Water Infrastructure Projects
Venkateswaran, P., Isahagian, V., Muthusamy, V., & Venkatasubramanian, N. (2023, July). FedGen: Generalizable Federated Learning for Sequential Data. In IEEE International Conference on Cloud Computing.
Andrew Chio, Jian Peng, and Nalini Venkatasubramanian. 2023. STEP: Semantics-Aware Sensor Placement for Monitoring Community-Scale Infrastructure. In Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys ’23). Association for Computing Machinery, New York, NY, USA, 189–197.
Chih-Chun Wu, Rummana Rahman, Charlie Hsu, Cheng-Chia Lai, Nalini Venkatasubramanian, Cheng-Hsin Hsu, “Evaluating Subsurface Single-Hop WiFi and LoRa Networks for Internet of Underground Things”, In 2023 IEEE Globecom Workshops: 1st International Workshop on Unconventional IoT Applications (Un-IoT 2023). (Accepted for publication).
Andrew Chio, Daokun Jiang, Peeyush Gupta, Georgios Bouloukakis, Roberto Yus, Sharad Mehrotra, Nalini Venkatasubramanian, “SmartSPEC: A framework to generate customizable, semantics-based smart space datasets“, Pervasive and Mobile Computing, 93, 101809, 2023.
Andrew Chio, Daokun Jiang, Peeyush Gupta, Georgios Bouloukakis, Roberto Yus, Sharad Mehrotra, Nalini Venkatasubramanian,“SmartSPEC: Customizable Smart Space Datasets via Event-Driven Simulations”, IEEE PERCOM, 2022 (Mark Weiser Best Paper Award).
Andrew Chio, Daokun Jiang, Peeyush Gupta, Georgios Bouloukakis, Roberto Yus, Sharad Mehrotra, Nalini Venkatasubramanian,“Artifact: SmartSPEC: Customizable Smart Space Datasets via Event-Driven Simulations”, Artifact paper, IEEE PERCOM. 2022.
Zhenyu Zhang, Ryan Hildebrandt, Shangping Ren, Nalini Venkatasubramanian,“Using Domain Knowledge to Assist Process Scenario Discoveries”, IEEE COMPSAC, 2022 (accepted for publication).
Zhenyu Zhang, Caleb Johnson, Nalini Venkatasubramanian, Shangping Ren,“Process scenario discovery from event logs based on activity and timing information”, Journal of Systems Architecture, 2022.
Praveen Venkateswaran, Kyle E. Benson, Chia-Ying Hsieh, Cheng-Hsin Hsu, Sharad Mehrotra, Nalini Venkatasubramanian, “REAM: A Framework for Resource Efficient Adaptive Monitoring of Community Spaces,Pervasive and Mobile Computing” , Pervasive and Mobile Computing, 76, 101459, 2021
Zhang, Zhenyu, Ryan Hildebrant, Fatemeh Asgarinejad, Nalini Venkatasubramanian, and Shangping Ren “Improving Process Discovery Results by Filtering Out Outliers from Event Logs with Hidden Markov Models.” 23rd IEEE International Conference on Business Informatics (CBI). IEEE, 2021.
Zhang, Zhenyu, Chunhui Guo, and Shangping Ren. “Mining timing constraints from event logs for process models.” 2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE, 2020.
Zhang, Zhenyu, Chunhui Guo, Wenyu Peng, and Shangping Ren. “Using Event Log Timing Information to Assist Process Scenario Discoveries.” In 2020 IEEE Third International Conference on Artificial Intelligence and Knowledge Engineering (AIKE), pp. 58-64. IEEE, 2020.
Praveen Venkateswaran, Cheng-Hsin Hsu, Sharad Mehrotra, Nalini Venkatasubramanian. “REAM: Resource Efficient Adaptive Monitoring of Community Spaces at the Edge Using Reinforcement Learning”, in IEEE International Conference on Smart Computing (SMARTCOMP), 2020. (Best Paper Award)
Nalini Venkatasubramanian, Craig Davis, Ron Eguchi, “Designing Community-Based Intelligent Systems for Water Infrastructure Resilience”, In 3rd ACM SIGSPATIAL Workshop on Advances in Resilient and Intelligent Cities (ARIC), 2020.
Praveen Venkateswaran, Nalini Venkatasubramanian. “IoT enabled data exchange for stormwater systems”, ACS Fall 2019 National Meeting, San Diego, CA.
Qing Han, Sharad Mehrotra, Nalini Venkatasubramanian. 2019. “AquaEIS: Middleware Support for Event Identification in Community Water Infrastructures”, In 20th International Middleware Conference (Middleware’19), December 8–13, 2019, Davis, CA, USA.
Qing Han, Sharad Mehrotra, Nalini Venkatasubramanian. 2019. Poster Abstract: AquaSCALE – Exploring Resilience of Community Water Systems. In 20th International Middleware Conference (Middleware’19), December 8–13, 2019, Davis, CA, USA.
Praveen Venkateswaran, Mahima Agumbe Suresh, Nalini Venkatasubramanian, “Augmenting In-situ with Mobile Sensing for Adaptive Monitoring of Water Distribution Networks”, in Proceedings of the 10th ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS), 2019.
Q. Han, R. T. Eguchi, S. Mehrotra, and N. Venkatasubramanian “Enabling State Estimation for Fault Identification in Water Distribution Systems under Large Disasters”. in 37th IEEE International Symposium on Reliable Distributed Systems (SRDS), 2018. (Best Paper Award)
Praveen Venkateswaran, Qing Han, Ronald Eguchi, and Nalini Venkatasubramanian. “Impact Driven Sensor Placement for Leak Detection in Community Water Networks”. in Proceedings of the 9th ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS), 2018.
Q. Han, P. Nguyen, R. T. Eguchi, K.L. Hsu, and N. Venkatasubramanian. “Toward An Integrated Approach to Localizing Failures in Community Water Networks (DEMO Paper)”. in 37th IEEE International Conference on Distributed Computing Systems (ICDCS), 2017
Q. Han, P. Nguyen, R. T. Eguchi, K.L. Hsu, and N. Venkatasubramanian. “Toward An Integrated Approach to Localizing Failures in Community Water Networks”. in 37th IEEE International Conference on Distributed Computing Systems (ICDCS), 2017