Huanle Xu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 38

Top Topics

Weakly Supervised Learning

Speculative Execution

Top Venues

IEEE Trans. Parallel Distributed Syst.

Publications

Zizhao Mo, Huanle Xu, Wing Cheong Lau
Optimal Resource Efficiency with Fairness in Heterogeneous GPU Clusters. CoRR (2024)
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)
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) (2024)
Zizhao Mo, Huanle Xu, Chengzhong Xu
Heet: Accelerating Elastic Training in Heterogeneous Deep Learning Clusters. ASPLOS (2) (2024)
Xiaosong Chen, Huanle Xu, ChengZhong Xu
Optimizing Dynamic Data Center Provisioning through Speed Scaling: A Primal-Dual Perspective. SPAA (2024)
Yang Liu, Huanle Xu, Wing Cheong Lau
Cloud Configuration Optimization for Recurring Batch-Processing Applications. IEEE Trans. Parallel Distributed Syst. 34 (5) (2023)
Wenyan Chen, Zizhao Mo, Huanle Xu, Kejiang Ye, Chengzhong Xu
Interference-aware Multiplexing for Deep Learning in GPU Clusters: A Middleware Approach. SC (2023)
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)
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)
Chenyu Lin, Shutian Luo, Huanle Xu
Exploring Imbalances among Microservice Containers in Large Cloud Platforms. ISPA/BDCloud/SocialCom/SustainCom (2023)
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)
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)
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)
Huanle Xu, Yang Liu, Wing Cheong Lau
Multi Resource Scheduling with Task Cloning in Heterogeneous Clusters. ICPP (2022)
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) (2022)
Yang Liu, Huanle Xu, Wing Cheong Lau
Online Resource Optimization for Elastic Stream Processing with Regret Guarantee. ICPP (2022)
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) (2022)
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)
Qi Li, Lijun Cai, Huanle Xu, Tao Meng
Profit Maximization in Mobile Crowdsourcing: A Competitive Analysis. IEEE Access 9 (2021)
Huanle Xu, Yang Liu, Wing Cheong Lau
Optimal Job Scheduling With Resource Packing for Heterogeneous Servers. IEEE/ACM Trans. Netw. 29 (4) (2021)
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) (2021)
Huanle Xu, Yang Liu, Wing Cheong Lau, Rui Li
Combinatorial Multi-Armed Bandits with Concave Rewards and Fairness Constraints. IJCAI (2020)
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) (2020)
Yang Liu, Huanle Xu, Wing Cheong Lau
Accordia: Adaptive Cloud Configuration Optimization for Recurring Data-Intensive Applications. ICDCS (2020)
Yang Liu, Huanle Xu, Wing Cheong Lau
Accordia: Adaptive Cloud Configuration Optimization for Recurring Data-Intensive Applications. SoCC (2019)
Huanle Xu, Huangting Wu, Wing Cheong Lau
Revisiting SRPT for Job Scheduling in Computing Clusters. QTNA (2019)
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) (2019)
Yang Liu, Wing Cheong Lau, Huanle Xu
Accordia: Adaptive Cloud Configuration Optimization for Recurring Data-Intensive Applications. SoCC (2019)
Rui Li, Alex X. Liu, Ying Liu, Huanle Xu, Huaqiang Yuan
Insecurity and Hardness of Nearest Neighbor Queries Over Encrypted Data. ICDE (2019)
Yang Liu, Huanle Xu, Wing Cheong Lau
Online Job Scheduling with Resource Packing on a Cluster of Heterogeneous Servers. INFOCOM (2019)
Huanle Xu, Yang Liu, Wing Cheong Lau, Jun Guo, Alex X. Liu
Efficient Online Resource Allocation in Heterogeneous Clusters with Machine Variability. INFOCOM (2019)
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) (2018)
Huanle Xu, Gustavo de Veciana, Wing Cheong Lau, Kunxiao Zhou
Online Job Scheduling with Redundancy and Opportunistic Checkpointing: A Speedup-Function-Based Analysis. CoRR (2017)
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) (2017)
Huanle Xu, Gustavo de Veciana, Wing Cheong Lau
Addressing job processing variability through redundant execution and opportunistic checkpointing: A competitive analysis. INFOCOM (2017)
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 (2017)
Huanle Xu, Wing Cheong Lau
Optimization for Speculative Execution in Big Data Processing Clusters. IEEE Trans. Parallel Distributed Syst. 28 (2) (2017)
Ruohan Gao, Huanle Xu, Pili Hu, Wing Cheong Lau
Accelerating graph mining algorithms via uniform random edge sampling. ICC (2016)
Huanle Xu, Wing Cheong Lau
Task-Cloning Algorithms in a MapReduce Cluster with Competitive Performance Bounds. CoRR (2015)
Huanle Xu, Pili Hu, Wing Cheong Lau, Qiming Zhang, Yang Wu
DPCP: A protocol for optimal pull coordination in decentralized social networks. INFOCOM (2015)
Zhibo Yang, Huanle Xu, Keda Fu, Yong Xia
Similar Handwritten Chinese Character Discrimination by Weakly Supervised Learning. CoRR (2015)
Huanle Xu, Ronghai Yang, Zhibo Yang, Wing Cheong Lau
Solving Large Graph Problems in MapReduce-Like Frameworks via Optimized Parameter Configuration. ICA3PP (2) (2015)
Huanle Xu, Wing Cheong Lau
Task-Cloning Algorithms in a MapReduce Cluster with Competitive Performance Bounds. ICDCS (2015)
Huanle Xu, Wing Cheong Lau
Optimization for speculative execution in a MapReduce-like cluster. INFOCOM (2015)
Huanle Xu, Wing Cheong Lau
Speculative Execution for a Single Job in a MapReduce-Like System. IEEE CLOUD (2014)
Kenneth W. Shum, Hanxu Hou, Minghua Chen, Huanle Xu, Hui Li
Regenerating codes over a binary cyclic code. ISIT (2014)
Huanle Xu, Wing Cheong Lau
Resource optimization for speculative execution in a MapReduce Cluster. ICNP (2013)