Xin Zhou
Orcid: 0000-0001-5405-9890Affiliations:
- Nanyang Technological University, School of Computer Science and Engineering, Cloud Computing and Application Platform (CAP) Group, Singapore
- Hiroshima University, Department of Information Engineering, Higashi-Hiroshima, Japan (PhD 2016)
According to our database1,
Xin Zhou
authored at least 33 papers
between 2013 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
Toward Data Center Digital Twins via Knowledge-based Model Calibration and Reduction.
ACM Trans. Model. Comput. Simul., October, 2023
Random Shuffling Data for Hyperspectral Image Classification with Siamese and Knowledge Distillation Network.
Remote. Sens., August, 2023
Optimizing Data Center Energy Efficiency via Event-Driven Deep Reinforcement Learning.
IEEE Trans. Serv. Comput., 2023
Optimizing Energy Efficiency for Data Center via Parameterized Deep Reinforcement Learning.
IEEE Trans. Serv. Comput., 2023
ChatTwin: Toward Automated Digital Twin Generation for Data Center via Large Language Models.
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023
Energy-Efficient Connectivity Planning of Inter-Satellite Links for LEO Satellite Constellations.
Proceedings of the 1st ACM MobiCom Workshop on Satellite Networking and Computing, 2023
Phyllis: Physics-Informed Lifelong Reinforcement Learning for Data Center Cooling Control.
Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023
Toward Model-Assisted Safe Reinforcement Learning for Data Center Cooling Control: A Lyapunov-based Approach.
Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023
2022
IEEE Commun. Surv. Tutorials, 2022
Optimizing Data Centre Energy Efficiency via Event Driven Deep Reinforcement Learning.
Proceedings of the IEEE World Congress on Services, 2022
Reducio: model reduction for data center predictive digital twins via physics-guided machine learning.
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022
Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022
Toward Physics-Guided Safe Deep Reinforcement Learning for Green Data Center Cooling Control.
Proceedings of the 13th ACM/IEEE International Conference on Cyber-Physical Systems, 2022
2021
IEEE Trans. Neural Networks Learn. Syst., 2021
Joint IT-Facility Optimization for Green Data Centers via Deep Reinforcement Learning.
IEEE Netw., 2021
2020
Efficient Compute-Intensive Job Allocation in Data Centers via Deep Reinforcement Learning.
IEEE Trans. Parallel Distributed Syst., 2020
Toward Automated Calibration of Data Center Digital Twins: A Neural Surrogate Approach.
CoRR, 2020
Kalibre: Knowledge-based Neural Surrogate Model Calibration for Data Center Digital Twins.
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020
2019
Toward Efficient Compute-Intensive Job Allocation for Green Data Centers: A Deep Reinforcement Learning Approach.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019
DeepEE: Joint Optimization of Job Scheduling and Cooling Control for Data Center Energy Efficiency Using Deep Reinforcement Learning.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019
2016
Int. J. Netw. Comput., 2016
An FPGA Implementation for a Flexible-Length-Arithmetic Processor Employing the FDFM Processor Core Approach.
IEICE Trans. Inf. Syst., 2016
Accelerating Reachability Analysis on Petri Net for Mutual Exclusion-Based Deadlock Detection.
IEICE Trans. Inf. Syst., 2016
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016
Proceedings of the Algorithms and Architectures for Parallel Processing, 2016
2015
Proceedings of the Parallel Processing and Applied Mathematics, 2015
2014
Int. J. Netw. Comput., 2014
An Efficient Implementation of the Gradient-Based Hough Transform Using DSP Slices and Block RAMs on the FPGA.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014
An Efficient Implementation of the One-Dimensional Hough Transform Algorithm for Circle Detection on the FPGA.
Proceedings of the Second International Symposium on Computing and Networking, 2014
2013
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013