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2020 – today
- 2024
[j13]Shutian Luo
, Chenyu Lin, Kejiang Ye, Guoyao Xu, Liping Zhang, Guodong Yang, Huanle Xu, Cheng-Zhong Xu:
Optimizing Resource Management for Shared Microservices: A Scalable System Design. ACM Trans. Comput. Syst. 42(1-2): 1:1-1:28 (2024)- [c30]Zizhao Mo, Huanle Xu, Chengzhong Xu:
Heet: Accelerating Elastic Training in Heterogeneous Deep Learning Clusters. ASPLOS (2) 2024: 499-513 - [c29]Liao Chen, Shutian Luo, Chenyu Lin, Zizhao Mo, Huanle Xu, Kejiang Ye, ChengZhong Xu:
Derm: SLA-aware Resource Management for Highly Dynamic Microservices. ISCA 2024: 424-436 - [c28]Zizhao Mo, Huanle Xu, Wing Cheong Lau:
Optimal Resource Efficiency with Fairness in Heterogeneous GPU Clusters. Middleware 2024: 36-48 - [c27]Chengzhi Lu, Huanle Xu, Yudan Li, Wenyan Chen, Kejiang Ye, Chengzhong Xu:
SMIless: Serving DAG-based Inference with Dynamic Invocations under Serverless Computing. SC 2024: 38 - [c26]Xiaosong Chen, Huanle Xu, ChengZhong Xu:
Optimizing Dynamic Data Center Provisioning through Speed Scaling: A Primal-Dual Perspective. SPAA 2024: 89-100 - [d4]Liao Chen, Shutian Luo, Chenyu Lin, Huanle Xu, Kejiang Ye, Chengzhong Xu:
Derm: SLA-aware Resource Management for Highly Dynamic Microservices. Version 1. Zenodo, 2024 [all versions]
- [d3]Liao Chen, Shutian Luo, Chenyu Lin, Huanle Xu, Kejiang Ye, Chengzhong Xu:
Derm: SLA-aware Resource Management for Highly Dynamic Microservices. Version 2. Zenodo, 2024 [all versions] - [d2]Zizhao Mo, Huanle Xu, Chengzhong Xu:
Heet: Accelerating Elastic Training in Heterogeneous Deep Learning Clusters. Zenodo, 2024 - [i5]Zizhao Mo, Huanle Xu, Wing Cheong Lau:
Optimal Resource Efficiency with Fairness in Heterogeneous GPU Clusters. CoRR abs/2403.18545 (2024) - 2023
- [j12]Jie Dong, Zheng Wu, Huanle Xu, Defang Ouyang:
FormulationAI: a novel web-based platform for drug formulation design driven by artificial intelligence. Briefings Bioinform. 25(1) (2023) - [j11]Yang Liu, Huanle Xu, Wing Cheong Lau:
Cloud Configuration Optimization for Recurring Batch-Processing Applications. IEEE Trans. Parallel Distributed Syst. 34(5): 1495-1507 (2023) - [c25]Shutian Luo, Huanle Xu, Kejiang Ye, Guoyao Xu, Liping Zhang, Jian He, Guodong Yang, Chengzhong Xu:
Erms: Efficient Resource Management for Shared Microservices with SLA Guarantees. ASPLOS (1) 2023: 62-77 - [c24]Chenyu Lin, Shutian Luo, Huanle Xu:
Exploring Imbalances among Microservice Containers in Large Cloud Platforms. ISPA/BDCloud/SocialCom/SustainCom 2023: 237-245 - [c23]Chengzhi Lu, Huanle Xu, Kejiang Ye, Guoyao Xu, Liping Zhang, Guodong Yang, Chengzhong Xu:
Understanding and Optimizing Workloads for Unified Resource Management in Large Cloud Platforms. EuroSys 2023: 416-432 - [c22]Da Sun Handason Tam, Yang Liu, Huanle Xu, Siyue Xie, Wing Cheong Lau:
PERT-GNN: Latency Prediction for Microservice-based Cloud-Native Applications via Graph Neural Networks. KDD 2023: 2155-2165 - [c21]Wenyan Chen, Zizhao Mo, Huanle Xu, Kejiang Ye, Chengzhong Xu:
Interference-aware Multiplexing for Deep Learning in GPU Clusters: A Middleware Approach. SC 2023: 30:1-30:15 - [d1]Wenyan Chen, Zizhao Mo, Huanle Xu, Kejiang Ye, Chengzhong Xu:
Interference-aware Multiplexing for Deep Learning in GPU Clusters: A Middleware Approach. Zenodo, 2023 - 2022
- [j10]Rui Li, Alex X. Liu, Huanle Xu, Ying Liu, Huaqiang Yuan:
Adaptive Secure Nearest Neighbor Query Processing Over Encrypted Data. IEEE Trans. Dependable Secur. Comput. 19(1): 91-106 (2022) - [j9]Shutian Luo, Huanle Xu, Chengzhi Lu, Kejiang Ye, Guoyao Xu, Liping Zhang, Jian He, Cheng-Zhong Xu:
An In-Depth Study of Microservice Call Graph and Runtime Performance. IEEE Trans. Parallel Distributed Syst. 33(12): 3901-3914 (2022) - [c20]Shutian Luo, Huanle Xu, Kejiang Ye, Guoyao Xu, Liping Zhang, Guodong Yang, Chengzhong Xu:
The power of prediction: microservice auto scaling via workload learning. SoCC 2022: 355-369 - [c19]Huanle Xu, Yang Liu, Wing Cheong Lau:
Multi Resource Scheduling with Task Cloning in Heterogeneous Clusters. ICPP 2022: 41:1-41:11 - [c18]Yang Liu, Huanle Xu, Wing Cheong Lau:
Online Resource Optimization for Elastic Stream Processing with Regret Guarantee. ICPP 2022: 46:1-46:11 - 2021
- [j8]Qi Li, Lijun Cai, Huanle Xu, Tao Meng:
Profit Maximization in Mobile Crowdsourcing: A Competitive Analysis. IEEE Access 9: 27827-27839 (2021) - [j7]Huanle Xu, Yang Liu, Wing Cheong Lau:
Optimal Job Scheduling With Resource Packing for Heterogeneous Servers. IEEE/ACM Trans. Netw. 29(4): 1553-1566 (2021) - [j6]Tong Wu, Ying-Jun Angela Zhang, Yang Liu, Wing Cheong Lau, Huanle Xu:
Missing Data Recovery in Large Power Systems Using Network Embedding. IEEE Trans. Smart Grid 12(1): 680-691 (2021) - [c17]Shutian Luo, Huanle Xu, Chengzhi Lu, Kejiang Ye, Guoyao Xu, Liping Zhang, Yu Ding, Jian He, Chengzhong Xu:
Characterizing Microservice Dependency and Performance: Alibaba Trace Analysis. SoCC 2021: 412-426 - 2020
- [j5]Huanle Xu, Yang Liu, Wing Cheong Lau, Tiantong Zeng, Jun Guo, Alex X. Liu:
Online Resource Allocation With Machine Variability: A Bandit Perspective. IEEE/ACM Trans. Netw. 28(5): 2243-2256 (2020) - [c16]Yang Liu, Huanle Xu, Wing Cheong Lau:
Accordia: Adaptive Cloud Configuration Optimization for Recurring Data-Intensive Applications. ICDCS 2020: 831-841 - [c15]Huanle Xu, Yang Liu, Wing Cheong Lau, Rui Li:
Combinatorial Multi-Armed Bandits with Concave Rewards and Fairness Constraints. IJCAI 2020: 2554-2560
2010 – 2019
- 2019
- [j4]Huanle Xu, Gustavo de Veciana, Wing Cheong Lau, Kunxiao Zhou:
Online Job Scheduling with Redundancy and Opportunistic Checkpointing: A Speedup-Function-Based Analysis. IEEE Trans. Parallel Distributed Syst. 30(4): 897-909 (2019) - [c14]Yang Liu, Huanle Xu, Wing Cheong Lau:
Accordia: Adaptive Cloud Configuration Optimization for Recurring Data-Intensive Applications. SoCC 2019: 479 - [c13]Rui Li, Alex X. Liu, Ying Liu, Huanle Xu, Huaqiang Yuan:
Insecurity and Hardness of Nearest Neighbor Queries Over Encrypted Data. ICDE 2019: 1614-1617 - [c12]Huanle Xu, Yang Liu, Wing Cheong Lau, Jun Guo, Alex X. Liu:
Efficient Online Resource Allocation in Heterogeneous Clusters with Machine Variability. INFOCOM 2019: 478-486 - [c11]Yang Liu, Huanle Xu, Wing Cheong Lau:
Online Job Scheduling with Resource Packing on a Cluster of Heterogeneous Servers. INFOCOM 2019: 1441-1449 - [c10]Huanle Xu, Huangting Wu, Wing Cheong Lau:
Revisiting SRPT for Job Scheduling in Computing Clusters. QTNA 2019: 276-291 - 2018
- [j3]Zhibo Yang, Huanle Xu, Jianyuan Deng, Chen Change Loy, Wing Cheong Lau:
Robust and Fast Decoding of High-Capacity Color QR Codes for Mobile Applications. IEEE Trans. Image Process. 27(12): 6093-6108 (2018) - 2017
- [j2]Huanle Xu, Wing Cheong Lau:
Optimization for Speculative Execution in Big Data Processing Clusters. IEEE Trans. Parallel Distributed Syst. 28(2): 530-545 (2017) - [j1]Huanle Xu, Wing Cheong Lau, Zhibo Yang, Gustavo de Veciana, Hanxu Hou:
Mitigating Service Variability in MapReduce Clusters via Task Cloning: A Competitive Analysis. IEEE Trans. Parallel Distributed Syst. 28(10): 2866-2880 (2017) - [c9]Huanle Xu, Gustavo de Veciana, Wing Cheong Lau:
Addressing job processing variability through redundant execution and opportunistic checkpointing: A competitive analysis. INFOCOM 2017: 1-9 - [i4]Zhibo Yang, Huanle Xu, Jianyuan Deng, Chen Change Loy, Wing Cheong Lau:
Robust and Fast Decoding of High-Capacity Color QR Codes for Mobile Applications. CoRR abs/1704.06447 (2017) - [i3]Huanle Xu, Gustavo de Veciana, Wing Cheong Lau, Kunxiao Zhou:
Online Job Scheduling with Redundancy and Opportunistic Checkpointing: A Speedup-Function-Based Analysis. CoRR abs/1707.01655 (2017) - 2016
- [c8]Ruohan Gao, Huanle Xu, Pili Hu, Wing Cheong Lau:
Accelerating graph mining algorithms via uniform random edge sampling. ICC 2016: 1-6 - 2015
- [c7]Huanle Xu, Ronghai Yang, Zhibo Yang, Wing Cheong Lau:
Solving Large Graph Problems in MapReduce-Like Frameworks via Optimized Parameter Configuration. ICA3PP (2) 2015: 525-539 - [c6]Huanle Xu, Wing Cheong Lau:
Task-Cloning Algorithms in a MapReduce Cluster with Competitive Performance Bounds. ICDCS 2015: 339-348 - [c5]Huanle Xu, Wing Cheong Lau:
Optimization for speculative execution in a MapReduce-like cluster. INFOCOM 2015: 1071-1079 - [c4]Huanle Xu, Pili Hu, Wing Cheong Lau, Qiming Zhang, Yang Wu:
DPCP: A protocol for optimal pull coordination in decentralized social networks. INFOCOM 2015: 2614-2622 - [i2]Huanle Xu, Wing Cheong Lau:
Task-Cloning Algorithms in a MapReduce Cluster with Competitive Performance Bounds. CoRR abs/1501.02330 (2015) - [i1]Zhibo Yang, Huanle Xu, Keda Fu, Yong Xia:
Similar Handwritten Chinese Character Discrimination by Weakly Supervised Learning. CoRR abs/1509.05844 (2015) - 2014
- [c3]Huanle Xu, Wing Cheong Lau:
Speculative Execution for a Single Job in a MapReduce-Like System. IEEE CLOUD 2014: 586-593 - [c2]Kenneth W. Shum, Hanxu Hou, Minghua Chen, Huanle Xu, Hui Li:
Regenerating codes over a binary cyclic code. ISIT 2014: 1046-1050 - 2013
- [c1]Huanle Xu, Wing Cheong Lau:
Resource optimization for speculative execution in a MapReduce Cluster. ICNP 2013: 1-3
Coauthor Index
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