Huanle Xu

60 papers A* 11A 10B 5Journal 22Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Differentially Private Online Convex Optimization With Long-Term Constraints via Gaussian Mechanism and Virtual Queue.
IEEE Trans. Emerg. Top. Comput. Intell.
Lin Chen, Pan Zhou, Xiaofeng Ding, Huanle Xu, John C. S. Lui
2026 A conf
High Throughput and Low Latency LLM Serving via Adaptive KV Caching.
EuroSys
Wenyan Chen, Chengzhi Lu, Huanle Xu, Kejiang Ye, Chengzhong Xu
2026 J jnl
Serving Hybrid LLM Loads with SLO Guarantees Using CPU-GPU Attention Piggybacking.
CoRR
Zizhao Mo, Junlin Chen, Huanle Xu, Cheng-Zhong Xu
2025 J jnl
Combinatorial Multi-Armed Bandits with Fairness Constraints: An Online Convex Optimization Perspective.
J. Artif. Intell. Res.
Xiaosong Chen, Hanqin Zhuang, Yang Liu, Huanle Xu, Wing Cheong Lau
2025 — conf
Embracing Imbalance: Dynamic Load Shifting among Microservice Containers in Shared Clusters.
ASPLOS (2)
Shutian Luo, Jianxiong Liao, Chenyu Lin, Huanle Xu, Zhi Zhou, Chengzhong Xu
2025 A conf
Fast and Fair Training for Deep Learning in Heterogeneous GPU Clusters.
ICS
Zizhao Mo, Huanle Xu, Wing Cheong Lau
2025 A* conf
FastPERT: Towards Fast Microservice Application Latency Prediction via Structural Inductive Bias over PERT Networks.
AAAI
Da Sun Handason Tam, Huanle Xu, Yang Liu, Siyue Xie, Wing Cheong Lau
2025 — conf
FedDance: Efficient Participant Selection for Federated Learning in Highly Dynamic Environments.
SoCC
Yuanhang Chen, Xiaosong Chen, Wenyan Chen, Huanle Xu
2025 A* conf
Grad: Intelligent Microservice Scaling by Harnessing Resource Fungibility.
HPCA
Liao Chen, Chenyu Lin, Shutian Luo, Huanle Xu, Chengzhong Xu
2025 A conf
Hetis: Serving LLMs in Heterogeneous GPU Clusters with Fine-grained and Dynamic Parallelism.
SC
Zizhao Mo, Jianxiong Liao, Huanle Xu, Zhi Zhou, Chengzhong Xu
2025 J jnl
Hetis: Serving LLMs in Heterogeneous GPU Clusters with Fine-grained and Dynamic Parallelism.
CoRR
Zizhao Mo, Jianxiong Liao, Huanle Xu, Zhi Zhou, Chengzhong Xu
2025 A conf
Multiplexing Dynamic Deep Learning Workloads with SLO-awareness in GPU Clusters.
EuroSys
Wenyan Chen, Chengzhi Lu, Huanle Xu, Kejiang Ye, Chengzhong Xu
2024 A* conf
Derm: SLA-aware Resource Management for Highly Dynamic Microservices.
ISCA
Liao Chen, Shutian Luo, Chenyu Lin, Zizhao Mo, Huanle Xu, Kejiang Ye, Chengzhong Xu
2024 J jnl
FormulationAI: a novel web-based platform for drug formulation design driven by artificial intelligence.
Briefings Bioinform.
Jie Dong, Zheng Wu, Huanle Xu, Defang Ouyang
2024 — conf
Heet: Accelerating Elastic Training in Heterogeneous Deep Learning Clusters.
ASPLOS (2)
Zizhao Mo, Huanle Xu, Chengzhong Xu
2024 A conf
Optimal Resource Efficiency with Fairness in Heterogeneous GPU Clusters.
Middleware
Zizhao Mo, Huanle Xu, Wing Cheong Lau
2024 J jnl
Optimal Resource Efficiency with Fairness in Heterogeneous GPU Clusters.
CoRR
Zizhao Mo, Huanle Xu, Wing Cheong Lau
2024 B conf
Optimizing Dynamic Data Center Provisioning through Speed Scaling: A Primal-Dual Perspective.
SPAA
Xiaosong Chen, Huanle Xu, Chengzhong Xu
2024 J jnl
Optimizing Resource Management for Shared Microservices: A Scalable System Design.
ACM Trans. Comput. Syst.
Shutian Luo, Chenyu Lin, Kejiang Ye, Guoyao Xu, Liping Zhang, Guodong Yang, Huanle Xu, Cheng-Zhong Xu
2024 A conf
SMIless: Serving DAG-based Inference with Dynamic Invocations under Serverless Computing.
SC
Chengzhi Lu, Huanle Xu, Yudan Li, Wenyan Chen, Kejiang Ye, Chengzhong Xu
2023 J jnl
Cloud Configuration Optimization for Recurring Batch-Processing Applications.
IEEE Trans. Parallel Distributed Syst.
Yang Liu, Huanle Xu, Wing Cheong Lau
2023 — conf
Erms: Efficient Resource Management for Shared Microservices with SLA Guarantees.
ASPLOS (1)
Shutian Luo, Huanle Xu, Kejiang Ye, Guoyao Xu, Liping Zhang, Jian He, Guodong Yang, Chengzhong Xu
2023 — conf
Exploring Imbalances among Microservice Containers in Large Cloud Platforms.
ISPA/BDCloud/SocialCom/SustainCom
Chenyu Lin, Shutian Luo, Huanle Xu
2023 A conf
Interference-aware Multiplexing for Deep Learning in GPU Clusters: A Middleware Approach.
SC
Wenyan Chen, Zizhao Mo, Huanle Xu, Kejiang Ye, Chengzhong Xu
2023 A* conf
PERT-GNN: Latency Prediction for Microservice-based Cloud-Native Applications via Graph Neural Networks.
KDD
Da Sun Handason Tam, Yang Liu, Huanle Xu, Siyue Xie, Wing Cheong Lau
2023 A conf
Understanding and Optimizing Workloads for Unified Resource Management in Large Cloud Platforms.
EuroSys
Chengzhi Lu, Huanle Xu, Kejiang Ye, Guoyao Xu, Liping Zhang, Guodong Yang, Chengzhong Xu
2022 J jnl
Adaptive Secure Nearest Neighbor Query Processing Over Encrypted Data.
IEEE Trans. Dependable Secur. Comput.
Rui Li, Alex X. Liu, Huanle Xu, Ying Liu, Huaqiang Yuan
2022 J jnl
An In-Depth Study of Microservice Call Graph and Runtime Performance.
IEEE Trans. Parallel Distributed Syst.
Shutian Luo, Huanle Xu, Chengzhi Lu, Kejiang Ye, Guoyao Xu, Liping Zhang, Jian He, Cheng-Zhong Xu
2022 B conf
Multi Resource Scheduling with Task Cloning in Heterogeneous Clusters.
ICPP
Huanle Xu, Yang Liu, Wing Cheong Lau
2022 B conf
Online Resource Optimization for Elastic Stream Processing with Regret Guarantee.
ICPP
Yang Liu, Huanle Xu, Wing Cheong Lau
2022 — conf
The power of prediction: microservice auto scaling via workload learning.
SoCC
Shutian Luo, Huanle Xu, Kejiang Ye, Guoyao Xu, Liping Zhang, Guodong Yang, Chengzhong Xu
2021 — conf
Characterizing Microservice Dependency and Performance: Alibaba Trace Analysis.
SoCC
Shutian Luo, Huanle Xu, Chengzhi Lu, Kejiang Ye, Guoyao Xu, Liping Zhang, Yu Ding, Jian He, Chengzhong Xu
2021 J jnl
Missing Data Recovery in Large Power Systems Using Network Embedding.
IEEE Trans. Smart Grid
Tong Wu, Ying-Jun Angela Zhang, Yang Liu, Wing Cheong Lau, Huanle Xu
2021 J jnl
Optimal Job Scheduling With Resource Packing for Heterogeneous Servers.
IEEE/ACM Trans. Netw.
Huanle Xu, Yang Liu, Wing Cheong Lau
2021 J jnl
Profit Maximization in Mobile Crowdsourcing: A Competitive Analysis.
IEEE Access
Qi Li, Lijun Cai, Huanle Xu, Tao Meng
2020 A conf
Accordia: Adaptive Cloud Configuration Optimization for Recurring Data-Intensive Applications.
ICDCS
Yang Liu, Huanle Xu, Wing Cheong Lau
2020 A* conf
Combinatorial Multi-Armed Bandits with Concave Rewards and Fairness Constraints.
IJCAI
Huanle Xu, Yang Liu, Wing Cheong Lau, Rui Li
2020 J jnl
Online Resource Allocation With Machine Variability: A Bandit Perspective.
IEEE/ACM Trans. Netw.
Huanle Xu, Yang Liu, Wing Cheong Lau, Tiantong Zeng, Jun Guo, Alex X. Liu
2019 — conf
Accordia: Adaptive Cloud Configuration Optimization for Recurring Data-Intensive Applications.
SoCC
Yang Liu, Huanle Xu, Wing Cheong Lau
2019 A* conf
Efficient Online Resource Allocation in Heterogeneous Clusters with Machine Variability.
INFOCOM
Huanle Xu, Yang Liu, Wing Cheong Lau, Jun Guo, Alex X. Liu
2019 A* conf
Insecurity and Hardness of Nearest Neighbor Queries Over Encrypted Data.
ICDE
Rui Li, Alex X. Liu, Ying Liu, Huanle Xu, Huaqiang Yuan
2019 J jnl
Online Job Scheduling with Redundancy and Opportunistic Checkpointing: A Speedup-Function-Based Analysis.
IEEE Trans. Parallel Distributed Syst.
Huanle Xu, Gustavo de Veciana, Wing Cheong Lau, Kunxiao Zhou
2019 A* conf
Online Job Scheduling with Resource Packing on a Cluster of Heterogeneous Servers.
INFOCOM
Yang Liu, Huanle Xu, Wing Cheong Lau
2019 — conf
Revisiting SRPT for Job Scheduling in Computing Clusters.
QTNA
Huanle Xu, Huangting Wu, Wing Cheong Lau
2018 J jnl
Robust and Fast Decoding of High-Capacity Color QR Codes for Mobile Applications.
IEEE Trans. Image Process.
Zhibo Yang, Huanle Xu, Jianyuan Deng, Chen Change Loy, Wing Cheong Lau
2017 A* conf
Addressing job processing variability through redundant execution and opportunistic checkpointing: A competitive analysis.
INFOCOM
Huanle Xu, Gustavo de Veciana, Wing Cheong Lau
2017 J jnl
Mitigating Service Variability in MapReduce Clusters via Task Cloning: A Competitive Analysis.
IEEE Trans. Parallel Distributed Syst.
Huanle Xu, Wing Cheong Lau, Zhibo Yang, Gustavo de Veciana, Hanxu Hou
2017 J jnl
Online Job Scheduling with Redundancy and Opportunistic Checkpointing: A Speedup-Function-Based Analysis.
CoRR
Huanle Xu, Gustavo de Veciana, Wing Cheong Lau, Kunxiao Zhou
2017 J jnl
Optimization for Speculative Execution in Big Data Processing Clusters.
IEEE Trans. Parallel Distributed Syst.
Huanle Xu, Wing Cheong Lau
2017 J jnl
Robust and Fast Decoding of High-Capacity Color QR Codes for Mobile Applications.
CoRR
Zhibo Yang, Huanle Xu, Jianyuan Deng, Chen Change Loy, Wing Cheong Lau
2016 — conf
Accelerating graph mining algorithms via uniform random edge sampling.
ICC
Ruohan Gao, Huanle Xu, Pili Hu, Wing Cheong Lau
2015 A* conf
DPCP: A protocol for optimal pull coordination in decentralized social networks.
INFOCOM
Huanle Xu, Pili Hu, Wing Cheong Lau, Qiming Zhang, Yang Wu
2015 A* conf
Optimization for speculative execution in a MapReduce-like cluster.
INFOCOM
Huanle Xu, Wing Cheong Lau
2015 J jnl
Similar Handwritten Chinese Character Discrimination by Weakly Supervised Learning.
CoRR
Zhibo Yang, Huanle Xu, Keda Fu, Yong Xia
2015 — conf
Solving Large Graph Problems in MapReduce-Like Frameworks via Optimized Parameter Configuration.
ICA3PP (2)
Huanle Xu, Ronghai Yang, Zhibo Yang, Wing Cheong Lau
2015 A conf
Task-Cloning Algorithms in a MapReduce Cluster with Competitive Performance Bounds.
ICDCS
Huanle Xu, Wing Cheong Lau
2015 J jnl
Task-Cloning Algorithms in a MapReduce Cluster with Competitive Performance Bounds.
CoRR
Huanle Xu, Wing Cheong Lau
2014 B conf
Regenerating codes over a binary cyclic code.
ISIT
Kenneth W. Shum, Hanxu Hou, Minghua Chen, Huanle Xu, Hui Li
2014 — conf
Speculative Execution for a Single Job in a MapReduce-Like System.
IEEE CLOUD
Huanle Xu, Wing Cheong Lau
2013 B conf
Resource optimization for speculative execution in a MapReduce Cluster.
ICNP
Huanle Xu, Wing Cheong Lau