| Barista: Efficient and scalable serverless serving system for deep learning prediction services A Bhattacharjee, AD Chhokra, Z Kang, H Sun, A Gokhale, G Karsai 2019 IEEE International Conference on Cloud Engineering (IC2E), 23-33, 2019 | 119 | 2019 |
| Stratum: A bigdata-as-a-service for lifecycle management of iot analytics applications A Bhattacharjee, Y Barve, S Khare, S Bao, Z Kang, A Gokhale, T Damiano 2019 IEEE International Conference on Big Data (Big Data), 1607-1612, 2019 | 32 | 2019 |
| FECBench: A holistic interference-aware approach for application performance modeling YD Barve, S Shekhar, A Chhokra, S Khare, A Bhattacharjee, Z Kang, ... 2019 IEEE International Conference on Cloud Engineering (IC2E), 211-221, 2019 | 30 | 2019 |
| A study of publish/subscribe middleware under different iot traffic conditions Z Kang, R Canady, A Dubey, A Gokhale, S Shekhar, M Sedlacek Proceedings of the International Workshop on Middleware and Applications for …, 2020 | 28 | 2020 |
| A comprehensive performance evaluation of different kubernetes cni plugins for edge-based and containerized publish/subscribe applications Z Kang, K An, A Gokhale, P Pazandak 2021 IEEE International Conference on Cloud Engineering (IC2E), 31-42, 2021 | 17 | 2021 |
| Enhancing 5G network slicing for IoT traffic with a novel clustering framework Z Min, S Gokhale, S Shekhar, C Mahmoudi, Z Kang, Y Barve, A Gokhale Pervasive and Mobile Computing 104, 101974, 2024 | 13 | 2024 |
| A novel 5G digital twin approach for traffic prediction and elastic network slice management Z Min, Z Liu, Z Kang, S Zhou, S Gokhale, S Shekhar, C Mahmoudi, ... 2024 16th International Conference on Communication Systems & NETworkS …, 2024 | 10 | 2024 |
| A classification framework for IoT network traffic data for provisioning 5g network slices in smart computing applications Z Min, S Gokhale, S Shekhar, C Mahmoudi, Z Kang, Y Barve, A Gokhale 2023 IEEE International Conference on Smart Computing (SMARTCOMP), 133-140, 2023 | 7 | 2023 |
| Traffic Anomaly Detection Via Conditional Normalizing Flow Z Kang, A Mukhopadhyay, A Gokhale, S Wen, A Dubey 2022 IEEE 25th International Conference on Intelligent Transportation …, 2022 | 7 | 2022 |
| Exploring cloud assisted tiny machine learning application patterns for PHM scenarios X Zhou, Z Kang, R Canady, S Bao, DA Balasubramanian, A Gokhale Annual Conference of the PHM Society 13 (1), 2021 | 6 | 2021 |
| Exppo: Execution performance profiling and optimization for cps co-simulation-as-a-service YD Barve, H Neema, Z Kang, H Vardhan, H Sun, A Gokhale Journal of Systems Architecture 118, 102189, 2021 | 6 | 2021 |
| Managing and Optimizing 5G & Beyond Network Resources for Multi-Task Digital Twin Applications in Industry 4.0 Z Min, S Zhou, Z Kang, S Shekhar, C Mahmoudi, S Gokhale, A Gokhale 2023 IEEE 26th International Symposium on Real-Time Distributed Computing …, 2023 | 5 | 2023 |
| Generative anomaly detection for time series datasets Z Kang, A Mukhopadhyay, A Gokhale, S Wen, A Dubey arXiv preprint arXiv:2206.14597, 2022 | 4 | 2022 |
| Toward Rapid Development and Deployment of Machine Learning Pipelines across Cloud-Edge A Bhattacharjee, Y Barve, S Khare, S Bao, Z Kang, A Gokhale, T Damiano Deep Learning for Internet of Things Infrastructure, 99-128, 2021 | 4 | 2021 |
| Towards high-performance data loading in cloud-native deep learning systems Z Kang, Z Min, S Zhou, YD Barve, A Gokhale 2024 16th International Conference on COMmunication Systems & NETworkS …, 2024 | 3 | 2024 |
| DMSConfig: Automated configuration tuning for distributed IoT message systems using deep reinforcement learning Z Kang, YD Barve, S Bao, A Dubey, A Gokhale arXiv preprint arXiv:2302.09146, 2023 | 3 | 2023 |
| Dataset Placement and Data Loading Optimizations for Cloud-Native Deep Learning Workloads Z Kang, Z Min, S Zhou, YD Barve, A Gokhale 2023 IEEE 26th International Symposium on Real-Time Distributed Computing …, 2023 | 2 | 2023 |
| Configuration tuning for distributed iot message systems using deep reinforcement learning Z Kang, YD Barve, S Bao, A Dubey, A Gokhale Proceedings of the International Conference on Internet-of-Things Design and …, 2021 | 1 | 2021 |
| Chameleon and HTC: A Match Made in Heaven Z Kang, Z Zhen, K Keahey | 1 | 2021 |
| Principles and Techniques for Robust and High-Performance Cloud-Native Deep Learning Systems Z Kang Vanderbilt University, 2023 | | 2023 |
