ชวณัฐ นาคะสันต์
อาจารย์
ภาควิชาวิศวกรรมคอมพิวเตอร์ คณะวิศวกรรมศาสตร์ บางเขน
chawanat.na@ku.ac.th
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EDUCATION
- วิศวกรรมศาสตรบัณฑิต, มหาวิทยาลัยเกษตรศาสตร์, ไทย, 2556
- Master of Engineering, Nara Institute of Science and Technology, ญีปุ่น, 2558
- Doctor of Engineering, Nara Institute of Science and Technology , ญีปุ่น, 2561
RESOURCE
แหล่งที่มา
ผลงาน
Works
INTEREST
ความสนใจ
computer networks, high-performance computing
Expertise Cloud
ความเชี่ยวชาญ
Person
Relationship
นักวิจัย
ที่มีผลงานมากที่สุด 10 คนแรก
Scopus
h-index
h-index: 6
| # | Document title | Authors | Year | Source | Cited by |
|---|---|---|---|---|---|
| 1 | Improving Resource Utilization in Data Centers using an LSTM-based Prediction Model | Thonglek K., Ichikawa K., Takahashi K., Iida H., Nakasan C. | 2019 | Proceedings - IEEE International Conference on Cluster Computing, ICCC, 2019-September, 8891022 | 26 |
| 2 | A simple multipath OpenFlow controller using topology-based algorithm for multipath TCP | Nakasan C., Ichikawa K., Iida H., Uthayopas P. | 2017 | Concurrency Computation, 29(13), e4134 | 15 |
| 3 | A multipath controller for accelerating GridFTP transfer over SDN | Huang C., Nakasan C., Ichikawa K., Iida H. | 2015 | Proceedings - 11th IEEE International Conference on eScience, eScience 2015, pp. 439-447, 7304327 | 14 |
| 4 | PRAGMA-ENT: An International SDN testbed for cyberinfrastructure in the Pacific Rim | Ichikawa K., U-Chupala P., Huang C., Nakasan C., Liu T.L., Chang J.Y., Ku L.C., Tsai W.F., Haga J., Yamanaka H., Kawai E., Kido Y., Date S., Shimojo S., Papadopoulos P., Tsugawa M., Collins M., Jeong K., Figueiredo R., Fortes J. | 2017 | Concurrency and Computation: Practice and Experience, 29(13), e4138 | 9 |
| 5 | Federated Learning of Neural Network Models with Heterogeneous Structures | Thonglek K., Takahashi K., Ichikawa K., Iida H., Nakasan C. | 2020 | Proceedings - 19th IEEE International Conference on Machine Learning and Applications, ICMLA 2020, pp. 735-740, 9356244 | 9 |
| 6 | Sparse Communication for Federated Learning | Thonglek K., Takahashi K., Ichikawa K., Nakasan C., Leelaprute P., Iida H. | 2022 | Proceedings - 6th IEEE International Conference on Fog and Edge Computing, ICFEC 2022, pp. 1-8 | 6 |
| 7 | An SDN-Based Multipath GridFTP for High-Speed Data Transfer | Huang C., Nakasan C., Ichikawa K., Iida H. | 2016 | Proceedings - International Conference on Distributed Computing Systems, 2016-August, pp. 763-764, 7536591 | 5 |
| 8 | Retraining Quantized Neural Network Models with Unlabeled Data | Thonglek K., Takahashi K., Ichikawa K., Nakasan C., Nakada H., Takano R., Iida H. | 2020 | Proceedings of the International Joint Conference on Neural Networks, 9207190 | 4 |
| 9 | Automated Quantization and Retraining for Neural Network Models without Labeled Data | Thonglek K., Takahashi K., Ichikawa K., Nakasan C., Nakada H., Takano R., Leelaprute P., Iida H. | 2022 | IEEE Access | 3 |
| 10 | Enhancing the Prediction Accuracy of Solar Power Generation using a Generative Adversarial Network | Thonglek K., Ichikawa K., Takahashi K., Nakasan C., Yuasa K., Babasaki T., Iida H. | 2021 | 2021 IEEE Green Energy and Smart Systems Conference, IGESSC 2021 | 3 |
| 11 | The Convergence of Container and Traditional Virtualization: Strengths and Limitations | Li G., Takahashi K., Ichikawa K., Iida H., Nakasan C., Leelaprute P., Thiengburanathum P., Phannachitta P. | 2023 | SN Computer Science, 4(4), 387 | 2 |
| 12 | Opimon: A Transparent, Low-Overhead Monitoring System for OpenFlow Networks | Watanakeesuntorn W., Takahashi K., Nakasan C., Ichikawa K., Iida H. | 2022 | IEICE Transactions on Communications, E105B(4), pp. 485-493 | 2 |
| 13 | A multipath openflow controller for multiple TCP stream applications | Huang C., Nakasan C., Ichikawa K., Watashiba Y., Iida H. | 2017 | Journal of Information Processing, 25, pp. 924-933 | 2 |
| 14 | Multi-Objective Optimization of Controller Placement in Distributed ONOS Networks | Xingyuan K., Takahashi K., Nakasan C., Ichikawa K., Iida H. | 2023 | Proceedings - 2023 11th International Symposium on Computing and Networking, CANDAR 2023, pp. 76-85 | 1 |
| 15 | Load-Aware Multi-Objective Optimization of Controller and Datastore Placement in Distributed Sdns | Xingyuan K., Takahashi K., Nakasan C., Ichikawa K., Iida H. | 2025 | Concurrency and Computation: Practice and Experience, 37(4-5), e70007 | 0 |
| 16 | Opimon: A Transparent, Low-Overhead Monitoring System for OpenFlow Networks | Watanakeesuntorn W., Takahashi K., Nakasan C., Ichikawa K., Iida H. | 2022 | Operations Research, 70(2), pp. 485-493 | 0 |
| 17 | Toward Predictive Modeling of Solar Power Generation for Multiple Power Plants | Thonglek K., Ichikawa K., Takahashi K., Nakasan C., Yuasa K., Babasaki T., Iida H. | 2023 | IEICE Transactions on Communications, E106.B(7), pp. 547-556 | 0 |
| 18 | Portable Containerized MPI Application Using UCX Replacement Method | Manatura S., Ichikawa K., Chantrapornchai C., Nakasan C., Leelaprute P., Rungsawang A., Manaskasemsak B. | 2024 | Lecture Notes on Data Engineering and Communications Technologies, 189, pp. 222-234 | 0 |