Resource optimization for speculative execution in a MapReduce Cluster. - Huanle Xu; Wing Cheong Lau (ICNP, 2013)

Speculative Execution for a Single Job in a MapReduce-Like System. - Huanle Xu; Wing Cheong Lau (IEEE CLOUD, 2014)

Regenerating codes over a binary cyclic code. - Kenneth W. Shum; Hanxu Hou; Minghua Chen 001; Huanle Xu; Hui Li 022 (ISIT, 2014)

Solving Large Graph Problems in MapReduce-Like Frameworks via Optimized Parameter Configuration. - Huanle Xu; Ronghai Yang; Zhibo Yang 002; Wing Cheong Lau (ICA3PP (2), 2015)

Task-Cloning Algorithms in a MapReduce Cluster with Competitive Performance Bounds. - Huanle Xu; Wing Cheong Lau (ICDCS, 2015)

DPCP: A protocol for optimal pull coordination in decentralized social networks. - Huanle Xu; Pili Hu; Wing Cheong Lau; Qiming Zhang; Yang Wu (INFOCOM, 2015)

Optimization for speculative execution in a MapReduce-like cluster. - Huanle Xu; Wing Cheong Lau (INFOCOM, 2015)

Similar Handwritten Chinese Character Discrimination by Weakly Supervised Learning. - Zhibo Yang 002; Huanle Xu; Keda Fu; Yong Xia (CoRR, 2015)

Accelerating graph mining algorithms via uniform random edge sampling. - Ruohan Gao; Huanle Xu; Pili Hu; Wing Cheong Lau (ICC, 2016)

Addressing job processing variability through redundant execution and opportunistic checkpointing: A competitive analysis. - Huanle Xu; Gustavo de Veciana; Wing Cheong Lau (INFOCOM, 2017)

Optimization for Speculative Execution in Big Data Processing Clusters. - Huanle Xu; Wing Cheong Lau (IEEE Trans. Parallel Distributed Syst., 2017)

Mitigating Service Variability in MapReduce Clusters via Task Cloning: A Competitive Analysis. - Huanle Xu; Wing Cheong Lau; Zhibo Yang 002; Gustavo de Veciana; Hanxu Hou (IEEE Trans. Parallel Distributed Syst., 2017)

Robust and Fast Decoding of High-Capacity Color QR Codes for Mobile Applications. - Zhibo Yang 002; Huanle Xu; Jianyuan Deng; Chen Change Loy; Wing Cheong Lau (IEEE Trans. Image Process., 2018)

Insecurity and Hardness of Nearest Neighbor Queries Over Encrypted Data. - Rui Li 020; Alex X. Liu; Ying Liu; Huanle Xu; Huaqiang Yuan (ICDE, 2019)

Online Job Scheduling with Resource Packing on a Cluster of Heterogeneous Servers. - Yang Liu 263; Huanle Xu; Wing Cheong Lau (INFOCOM, 2019)

Efficient Online Resource Allocation in Heterogeneous Clusters with Machine Variability. - Huanle Xu; Yang Liu 263; Wing Cheong Lau; Jun Guo 001; Alex X. Liu (INFOCOM, 2019)

Revisiting SRPT for Job Scheduling in Computing Clusters. - Huanle Xu; Huangting Wu; Wing Cheong Lau (QTNA, 2019)

Online Job Scheduling with Redundancy and Opportunistic Checkpointing: A Speedup-Function-Based Analysis. - Huanle Xu; Gustavo de Veciana; Wing Cheong Lau; Kunxiao Zhou (IEEE Trans. Parallel Distributed Syst., 2019)

Accordia: Adaptive Cloud Configuration Optimization for Recurring Data-Intensive Applications. - Yang Liu 263; Huanle Xu; Wing Cheong Lau (ICDCS, 2020)

Combinatorial Multi-Armed Bandits with Concave Rewards and Fairness Constraints. - Huanle Xu; Yang Liu 263; Wing Cheong Lau; Rui Li 020 (IJCAI, 2020)

Online Resource Allocation With Machine Variability: A Bandit Perspective. - Huanle Xu; Yang Liu 263; Wing Cheong Lau; Tiantong Zeng; Jun Guo 001; Alex X. Liu (IEEE/ACM Trans. Netw., 2020)

Characterizing Microservice Dependency and Performance: Alibaba Trace Analysis. - Shutian Luo; Huanle Xu; Chengzhi Lu; Kejiang Ye; Guoyao Xu; Liping Zhang; Yu Ding; Jian He; Chengzhong Xu 001 (SoCC, 2021)

Profit Maximization in Mobile Crowdsourcing: A Competitive Analysis. - Qi Li; Lijun Cai; Huanle Xu; Tao Meng (IEEE Access, 2021)

Optimal Job Scheduling With Resource Packing for Heterogeneous Servers. - Huanle Xu; Yang Liu 263; Wing Cheong Lau (IEEE/ACM Trans. Netw., 2021)

Missing Data Recovery in Large Power Systems Using Network Embedding. - Tong Wu 002; Ying-Jun Angela Zhang; Yang Liu 263; Wing Cheong Lau; Huanle Xu (IEEE Trans. Smart Grid, 2021)

The power of prediction: microservice auto scaling via workload learning. - Shutian Luo; Huanle Xu; Kejiang Ye; Guoyao Xu; Liping Zhang; Guodong Yang; Chengzhong Xu 001 (SoCC, 2022)

Online Resource Optimization for Elastic Stream Processing with Regret Guarantee. - Yang Liu 263; Huanle Xu; Wing Cheong Lau (ICPP, 2022)

Multi Resource Scheduling with Task Cloning in Heterogeneous Clusters. - Huanle Xu; Yang Liu 263; Wing Cheong Lau (ICPP, 2022)

Adaptive Secure Nearest Neighbor Query Processing Over Encrypted Data. - Rui Li 020; Alex X. Liu; Huanle Xu; Ying Liu; Huaqiang Yuan (IEEE Trans. Dependable Secur. Comput., 2022)

An In-Depth Study of Microservice Call Graph and Runtime Performance. - Shutian Luo; Huanle Xu; Chengzhi Lu; Kejiang Ye; Guoyao Xu; Liping Zhang; Jian He; Cheng-Zhong Xu 001 (IEEE Trans. Parallel Distributed Syst., 2022)

Erms: Efficient Resource Management for Shared Microservices with SLA Guarantees. - Shutian Luo; Huanle Xu; Kejiang Ye; Guoyao Xu; Liping Zhang; Jian He; Guodong Yang; Chengzhong Xu 001 (ASPLOS (1), 2023)

Exploring Imbalances among Microservice Containers in Large Cloud Platforms. - Chenyu Lin; Shutian Luo; Huanle Xu (ISPA/BDCloud/SocialCom/SustainCom, 2023)

Understanding and Optimizing Workloads for Unified Resource Management in Large Cloud Platforms. - Chengzhi Lu; Huanle Xu; Kejiang Ye; Guoyao Xu; Liping Zhang; Guodong Yang; Chengzhong Xu 001 (EuroSys, 2023)

PERT-GNN: Latency Prediction for Microservice-based Cloud-Native Applications via Graph Neural Networks. - Da Sun Handason Tam; Yang Liu 263; Huanle Xu; Siyue Xie; Wing Cheong Lau (KDD, 2023)

Interference-aware Multiplexing for Deep Learning in GPU Clusters: A Middleware Approach. - Wenyan Chen 001; Zizhao Mo; Huanle Xu; Kejiang Ye; Chengzhong Xu 001 (SC, 2023)

Cloud Configuration Optimization for Recurring Batch-Processing Applications. - Yang Liu 263; Huanle Xu; Wing Cheong Lau (IEEE Trans. Parallel Distributed Syst., 2023)

Interference-aware Multiplexing for Deep Learning in GPU Clusters: A Middleware Approach. - Wenyan Chen 001; Zizhao Mo; Huanle Xu; Kejiang Ye; Chengzhong Xu 001 (Zenodo, 2023)

FormulationAI: a novel web-based platform for drug formulation design driven by artificial intelligence. - Jie Dong; Zheng Wu; Huanle Xu; Defang Ouyang (Briefings Bioinform., 2023)

Heet: Accelerating Elastic Training in Heterogeneous Deep Learning Clusters. - Zizhao Mo; Huanle Xu; Chengzhong Xu 001 (ASPLOS (2), 2024)

Derm: SLA-aware Resource Management for Highly Dynamic Microservices. - Liao Chen; Shutian Luo; Chenyu Lin; Zizhao Mo; Huanle Xu; Kejiang Ye; ChengZhong Xu 001 (ISCA, 2024)

Optimal Resource Efficiency with Fairness in Heterogeneous GPU Clusters. - Zizhao Mo; Huanle Xu; Wing Cheong Lau (Middleware, 2024)

SMIless: Serving DAG-based Inference with Dynamic Invocations under Serverless Computing. - Chengzhi Lu; Huanle Xu; Yudan Li; Wenyan Chen 001; Kejiang Ye; Chengzhong Xu 001 (SC, 2024)

Optimizing Dynamic Data Center Provisioning through Speed Scaling: A Primal-Dual Perspective. - Xiaosong Chen; Huanle Xu; ChengZhong Xu 001 (SPAA, 2024)

Heet: Accelerating Elastic Training in Heterogeneous Deep Learning Clusters. - Zizhao Mo; Huanle Xu; Chengzhong Xu 001 (Zenodo, 2024)

Derm: SLA-aware Resource Management for Highly Dynamic Microservices. - Liao Chen; Shutian Luo; Chenyu Lin; Huanle Xu; Kejiang Ye; Chengzhong Xu 001 (Zenodo, 2024)

Derm: SLA-aware Resource Management for Highly Dynamic Microservices. - Liao Chen; Shutian Luo; Chenyu Lin; Huanle Xu; Kejiang Ye; Chengzhong Xu 001 (Zenodo, 2024)

Optimizing Resource Management for Shared Microservices: A Scalable System Design. - Shutian Luo; Chenyu Lin; Kejiang Ye; Guoyao Xu; Liping Zhang; Guodong Yang; Huanle Xu; Cheng-Zhong Xu 001 (ACM Trans. Comput. Syst., 2024)

FastPERT: Towards Fast Microservice Application Latency Prediction via Structural Inductive Bias over PERT Networks. - Da Sun Handason Tam; Huanle Xu; Yang Liu 263; Siyue Xie; Wing Cheong Lau (AAAI, 2025)

Embracing Imbalance: Dynamic Load Shifting among Microservice Containers in Shared Clusters. - Shutian Luo; Jianxiong Liao; Chenyu Lin; Huanle Xu; Zhi Zhou; Chengzhong Xu 001 (ASPLOS (2), 2025)

Multiplexing Dynamic Deep Learning Workloads with SLO-awareness in GPU Clusters. - Wenyan Chen 001; Chengzhi Lu; Huanle Xu; Kejiang Ye; Chengzhong Xu 001 (EuroSys, 2025)

Grad: Intelligent Microservice Scaling by Harnessing Resource Fungibility. - Liao Chen; Chenyu Lin; Shutian Luo; Huanle Xu; Chengzhong Xu 001 (HPCA, 2025)

Combinatorial Multi-Armed Bandits with Fairness Constraints: An Online Convex Optimization Perspective. - Xiaosong Chen; Hanqin Zhuang; Yang Liu 263; Huanle Xu; Wing Cheong Lau (J. Artif. Intell. Res., 2025)