Xunyun Liu

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 18

Top Topics

Autonomic Computing

Hyperspectral Images

Future Directions

Top Venues

Future Gener. Comput. Syst.

iThings/GreenCom/CPSCom/SmartData

iThings/GreenCom/CPSCom/SmartData/Cybermatics

Publications

Ang Li, Tingting Ma, Sen Ye, Xunyun Liu
SMOTE-IF: A Novel Resampling Method Based on SMOTE Using Isolation Forest Variants for Multi-Class Imbalanced Data. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2023)
Minghui Wu, Dawei Sun, Yijing Cui, Shang Gao, Xunyun Liu, Rajkumar Buyya
A state lossless scheduling strategy in distributed stream computing systems. J. Netw. Comput. Appl. 206 (2022)
Dawei Sun, Shang Gao, Xunyun Liu, Rajkumar Buyya
A multi-level collaborative framework for elastic stream computing systems. Future Gener. Comput. Syst. 128 (2022)
Hailan Yang, Shengze Li, Xinhai Xu, Xunyun Liu, Zhuxuan Meng, Yongjun Zhang
Efficient Searching With MCTS and Imitation Learning: A Case Study in Pommerman. IEEE Access 9 (2021)
Dawei Sun, Hanyu He, Hongbin Yan, Shang Gao, Xunyun Liu, Xinqi Zheng
Lr-Stream: Using latency and resource aware scheduling to improve latency and throughput for streaming applications. Future Gener. Comput. Syst. 114 (2021)
Xunyun Liu, Xiang Li, Yuan Li, Boren Xiao
PS-QMix: A Parallel Learning Framework for Q-Mix Using Parameter Server. ADMA (2021)
Xindong You, Tian Sun, Dawei Sun, Xunyun Liu, Xueqiang Lv, Rajkumar Buyya
K-ear: Extracting data access periodic characteristics for energy-aware data clustering and storing in cloud storage systems. Concurr. Comput. Pract. Exp. 33 (9) (2021)
Xunyun Liu, Rajkumar Buyya
Resource Management and Scheduling in Distributed Stream Processing Systems: A Taxonomy, Review, and Future Directions. ACM Comput. Surv. 53 (3) (2020)
Dawei Sun, Shang Gao, Xunyun Liu, Xindong You, Rajkumar Buyya
Dynamic redirection of real-time data streams for elastic stream computing. Future Gener. Comput. Syst. 112 (2020)
Dawei Sun, Shang Gao, Xunyun Liu, Fengyun Li, Rajkumar Buyya
Performance-aware deployment of streaming applications in distributed stream computing systems. Int. J. Bio Inspired Comput. 15 (1) (2020)
Dawei Sun, Shang Gao, Xunyun Liu, Fengyun Li, Xinqi Zheng, Rajkumar Buyya
State and runtime-aware scheduling in elastic stream computing systems. Future Gener. Comput. Syst. 97 (2019)
Xunyun Liu, Rajkumar Buyya
Performance-Oriented Deployment of Streaming Applications on Cloud. IEEE Trans. Big Data 5 (1) (2019)
Xunyun Liu, Amir Vahid Dastjerdi, Rodrigo N. Calheiros, Chenhao Qu, Rajkumar Buyya
A Stepwise Auto-Profiling Method for Performance Optimization of Streaming Applications. ACM Trans. Auton. Adapt. Syst. 12 (4) (2018)
Dawei Sun, Hongbin Yan, Shang Gao, Xunyun Liu, Rajkumar Buyya
Rethinking elastic online scheduling of big data streaming applications over high-velocity continuous data streams. J. Supercomput. 74 (2) (2018)
Sachini Jayasekara, Xunyun Liu, Shanika Karunasekera, Aaron Harwood
Communication Model for Parallel Iterative Stream Processing. IEEE BigData (2018)
Haifang Zhou, Chang Gao, Xunyun Liu
Design and Optimization of Nonlinear Dimensionality Reduction Algorithm for Hyperspectral Images on Heterogeneous System. iThings/GreenCom/CPSCom/SmartData (2017)
Xunyun Liu, Rajkumar Buyya
D-Storm: Dynamic Resource-Efficient Scheduling of Stream Processing Applications. ICPADS (2017)
Xunyun Liu, Aaron Harwood, Shanika Karunasekera, Benjamin I. P. Rubinstein, Rajkumar Buyya
E-Storm: Replication-Based State Management in Distributed Stream Processing Systems. ICPP (2017)
Xunyun Liu, Xinhai Xu, Xiaoguang Ren, Yuhua Tang, Ziqing Dai
A Message Logging Protocol Based on User Level Failure Mitigation. ICA3PP (1) (2013)