Jian Tan

94 papers A* 18A 7Misc 2Journal 50Unranked 17
YearRankTypeTitle / Venue / Authors
2025 — conf
Andromeda: Debugging Database Performance Issues with Retrieval-Augmented Large Language Models.
SIGMOD Conference Companion
Pengyi Wang, Sibei Chen, Ju Fan, Bin Wu, Nan Tang, Jian Tan
2025 J jnl
Automatic Database Configuration Debugging using Retrieval-Augmented Language Models.
Proc. ACM Manag. Data
Sibei Chen, Ju Fan, Bin Wu, Nan Tang, Chao Deng, Pengyi Wang, Ye Li, Jian Tan, Feifei Li, Jingren Zhou, Xiaoyong Du
2025 J jnl
Autoscaling via Online Optimization With Switching Cost Constraints.
IEEE Trans. Netw.
Zai Shi, Jian Tan
2025 J jnl
Reward-SQL: Boosting Text-to-SQL via Stepwise Reasoning and Process-Supervised Rewards.
CoRR
Yuxin Zhang, Meihao Fan, Ju Fan, Mingyang Yi, Yuyu Luo, Jian Tan, Guoliang Li
2024 J jnl
Automatic Database Configuration Debugging using Retrieval-Augmented Language Models.
CoRR
Sibei Chen, Ju Fan, Bin Wu, Nan Tang, Chao Deng, Pengyi Wang, Ye Li, Jian Tan, Feifei Li, Jingren Zhou, Xiaoyong Du
2024 J jnl
Learning-Augmented Energy-Aware List Scheduling for Precedence-Constrained Tasks.
ACM Trans. Model. Perform. Evaluation Comput. Syst.
Yu Su, Vivek Anand, Jannie Yu, Jian Tan, Adam Wierman
2024 A* conf
PinNet: Pinpoint Instructive Information for Retrieval Augmented Code-to-Text Generation.
ICML
Han Fu, Jian Tan, Pinhan Zhang, Feifei Li, Jianling Sun
2023 A conf
A Bayesian approach for bandit online optimization with switching cost.
UAI
Zai Shi, Jian Tan, Feifei Li
2023 J jnl
A Unified and Efficient Coordinating Framework for Autonomous DBMS Tuning.
CoRR
Xinyi Zhang, Zhuo Chang, Hong Wu, Yang Li, Jia Chen, Jian Tan, Feifei Li, Bin Cui
2023 J jnl
A Unified and Efficient Coordinating Framework for Autonomous DBMS Tuning.
Proc. ACM Manag. Data
Xinyi Zhang, Zhuo Chang, Hong Wu, Yang Li, Jia Chen, Jian Tan, Feifei Li, Bin Cui
2023 A* conf
Active Sampling for Sparse Table by Bayesian Optimization with Adaptive Resolution.
ICDE
Xiao He, Jian Tan, Bin Wu, Feifei Li, Xinping Zhang, Gaozhong Liang, Jinfeng Xu
2023 J jnl
An Efficient Transfer Learning Based Configuration Adviser for Database Tuning.
Proc. VLDB Endow.
Xinyi Zhang, Hong Wu, Yang Li, Zhengju Tang, Jian Tan, Feifei Li, Bin Cui
2023 J jnl
Anser: Adaptive Information Sharing Framework of AnalyticDB.
Proc. VLDB Endow.
Liang Lin, Yuhan Li, Bin Wu, Huijun Mai, Renjie Lou, Jian Tan, Feifei Li
2023 J jnl
CatSQL: Towards Real World Natural Language to SQL Applications.
Proc. VLDB Endow.
Han Fu, Chang Liu, Bin Wu, Feifei Li, Jian Tan, Jianling Sun
2023 A* conf
Interactive Log Parsing via Light-weight User Feedback.
WWW
Liming Wang, Hong Xie, Ye Li, Jian Tan, John C. S. Lui
2023 J jnl
Interactive Log Parsing via Light-weight User Feedbacks.
CoRR
Liming Wang, Hong Xie, Ye Li, Jian Tan, John C. S. Lui
2023 J jnl
Lindorm TSDB: A Cloud-native Time-series Database for Large-scale Monitoring Systems.
Proc. VLDB Endow.
Chunhui Shen, Qianyu Ouyang, Feibo Li, Zhipeng Liu, Longcheng Zhu, Yujie Zou, Qing Su, Tianhuan Yu, Yi Yi, Jianhong Hu, Cen Zheng, Bo Wen, Hanbang Zheng, Lunfan Xu, Sicheng Pan, Bin Wu, Xiao He, Ye Li, Jian Tan, Sheng Wang, Dan Pei, Wei Zhang, Feifei Li
2023 J jnl
OneShotSTL: One-Shot Seasonal-Trend Decomposition For Online Time Series Anomaly Detection And Forecasting.
CoRR
Xiao He, Ye Li, Jian Tan, Bin Wu, Feifei Li
2023 J jnl
OneShotSTL: One-Shot Seasonal-Trend Decomposition For Online Time Series Anomaly Detection And Forecasting.
Proc. VLDB Endow.
Xiao He, Ye Li, Jian Tan, Bin Wu, Feifei Li
2023 — conf
ShapleyIQ: Influence Quantification by Shapley Values for Performance Debugging of Microservices.
ASPLOS (4)
Ye Li, Jian Tan, Bin Wu, Xiao He, Feifei Li
2022 J jnl
Facilitating Database Tuning with Hyper-Parameter Optimization: A Comprehensive Experimental Evaluation.
Proc. VLDB Endow.
Xinyi Zhang, Zhuo Chang, Yang Li, Hong Wu, Jian Tan, Feifei Li, Bin Cui
2022 J jnl
LPC-AD: Fast and Accurate Multivariate Time Series Anomaly Detection via Latent Predictive Coding.
CoRR
Zhi Qi, Hong Xie, Ye Li, Jian Tan, Feifei Li, John C. S. Lui
2022 A* conf
PinSQL: Pinpoint Root Cause SQLs to Resolve Performance Issues in Cloud Databases.
ICDE
Xiaoze Liu, Zheng Yin, Chao Zhao, Congcong Ge, Lu Chen, Yunjun Gao, Dimeng Li, Ziting Wang, Gaozhong Liang, Jian Tan, Feifei Li
2022 J jnl
SA-LSM : Optimize Data Layout for LSM-tree Based Storage using Survival Analysis.
Proc. VLDB Endow.
Teng Zhang, Jian Tan, Xin Cai, Jianying Wang, Feifei Li, Jianling Sun
2022 — conf
Towards Dynamic and Safe Configuration Tuning for Cloud Databases.
SIGMOD Conference
Xinyi Zhang, Hong Wu, Yang Li, Jian Tan, Feifei Li, Bin Cui
2022 J jnl
Towards Dynamic and Safe Configuration Tuning for Cloud Databases.
CoRR
Xinyi Zhang, Hong Wu, Yang Li, Jian Tan, Feifei Li, Bin Cui
2021 J jnl
Facilitating Database Tuning with Hyper-Parameter Optimization: A Comprehensive Experimental Evaluation.
CoRR
Xinyi Zhang, Zhuo Chang, Yang Li, Hong Wu, Jian Tan, Feifei Li, Bin Cui
2021 J jnl
Prefetching and caching for minimizing service costs: Optimal and approximation strategies.
Perform. Evaluation
Guocong Quan, Atilla Eryilmaz, Jian Tan, Ness B. Shroff
2021 — conf
ResTune: Resource Oriented Tuning Boosted by Meta-Learning for Cloud Databases.
SIGMOD Conference
Xinyi Zhang, Hong Wu, Zhuo Chang, Shuowei Jin, Jian Tan, Feifei Li, Tieying Zhang, Bin Cui
2020 J jnl
Counterintuitive Characteristics of Optimal Distributed LRU Caching Over Unreliable Channels.
IEEE/ACM Trans. Netw.
Guocong Quan, Jian Tan, Atilla Eryilmaz
2020 J jnl
Learning Latent Features With Pairwise Penalties in Low-Rank Matrix Completion.
IEEE Trans. Signal Process.
Kaiyi Ji, Jian Tan, Jinfeng Xu, Yuejie Chi
2020 — conf
Learning Latent Features with Pairwise Penalties in Low-Rank Matrix Completion.
SAM
Kaiyi Ji, Jian Tan, Jinfeng Xu, Yuejie Chi
2020 J jnl
Prefetching and Caching for Minimizing Service Costs: Optimal and Approximation Strategies.
SIGMETRICS Perform. Evaluation Rev.
Guocong Quan, Atilla Eryilmaz, Jian Tan, Ness B. Shroff
2019 — conf
A New Flexible Multi-flow LRU Cache Management Paradigm for Minimizing Misses.
SIGMETRICS (Abstracts)
Guocong Quan, Jian Tan, Atilla Eryilmaz, Ness B. Shroff
2019 J jnl
A New Flexible Multi-flow LRU Cache Management Paradigm for Minimizing Misses.
Proc. ACM Meas. Anal. Comput. Syst.
Guocong Quan, Jian Tan, Atilla Eryilmaz, Ness B. Shroff
2019 A* conf
Counterintuitive Characteristics of Optimal Distributed LRU Caching Over Unreliable Channels.
INFOCOM
Guocong Quan, Jian Tan, Atilla Eryilmaz
2019 — conf
Heavy-traffic Delay Optimality in Pull-based Load Balancing Systems: Necessary and Sufficient Conditions.
SIGMETRICS (Abstracts)
Xingyu Zhou, Jian Tan, Ness B. Shroff
2019 J jnl
iBTune: Individualized Buffer Tuning for Large-scale Cloud Databases.
Proc. VLDB Endow.
Jian Tan, Tieying Zhang, Feifei Li, Jie Chen, Qixing Zheng, Ping Zhang, Honglin Qiao, Yue Shi, Wei Cao, Rui Zhang
2018 A* conf
Asymptotic Miss Ratio of LRU Caching with Consistent Hashing.
INFOCOM
Kaiyi Ji, Guocong Quan, Jian Tan
2018 J jnl
Asymptotic Miss Ratio of LRU Caching with Consistent Hashing.
CoRR
Kaiyi Ji, Guocong Quan, Jian Tan
2018 — conf
Degree of Queue Imbalance: Overcoming the Limitation of Heavy-traffic Delay Optimality in Load Balancing Systems.
SIGMETRICS (Abstracts)
Xingyu Zhou, Fei Wu, Jian Tan, Kannan Srinivasan, Ness B. Shroff
2018 J jnl
Degree of Queue Imbalance: Overcoming the Limitation of Heavy-traffic Delay Optimality in Load Balancing Systems.
Proc. ACM Meas. Anal. Comput. Syst.
Xingyu Zhou, Fei Wu, Jian Tan, Kannan Srinivasan, Ness B. Shroff
2018 — conf
Designing Low-Complexity Heavy-Traffic Delay-Optimal Load Balancing Schemes: Theory to Algorithms.
SIGMETRICS (Abstracts)
Xingyu Zhou, Fei Wu, Jian Tan, Yin Sun, Ness B. Shroff
2018 J jnl
Flexible Load Balancing with Multi-dimensional State-space Collapse: Throughput and Heavy-traffic Delay Optimality.
CoRR
Xingyu Zhou, Jian Tan, Ness B. Shroff
2018 J jnl
Flexible Load Balancing with Multi-dimensional State-space Collapse: Throughput and Heavy-traffic Delay Optimality.
SIGMETRICS Perform. Evaluation Rev.
Xingyu Zhou, Jian Tan, Ness B. Shroff
2018 J jnl
Flexible load balancing with multi-dimensional state-space collapse: Throughput and heavy-traffic delay optimality.
Perform. Evaluation
Xingyu Zhou, Jian Tan, Ness B. Shroff
2018 J jnl
Heavy-traffic Delay Optimality in Pull-based Load Balancing Systems: Necessary and Sufficient Conditions.
CoRR
Xingyu Zhou, Jian Tan, Ness B. Shroff
2018 J jnl
Heavy-traffic Delay Optimality in Pull-based Load Balancing Systems: Necessary and Sufficient Conditions.
Proc. ACM Meas. Anal. Comput. Syst.
Xingyu Zhou, Jian Tan, Ness B. Shroff
2018 A* conf
LRU Caching with Dependent Competing Requests.
INFOCOM
Guocong Quan, Kaiyi Ji, Jian Tan
2018 J jnl
Learning Latent Features with Pairwise Penalties in Matrix Completion.
CoRR
Kaiyi Ji, Jian Tan, Yuejie Chi, Jinfeng Xu
2018 — conf
On Resource Pooling and Separation for LRU Caching.
SIGMETRICS (Abstracts)
Jian Tan, Guocong Quan, Kaiyi Ji, Ness B. Shroff
2018 J jnl
On Resource Pooling and Separation for LRU Caching.
Proc. ACM Meas. Anal. Comput. Syst.
Jian Tan, Guocong Quan, Kaiyi Ji, Ness B. Shroff
2017 J jnl
Designing Low-Complexity Heavy-Traffic Delay-Optimal Load Balancing Schemes: Theory to Algorithms.
CoRR
Xingyu Zhou, Fei Wu, Jian Tan, Yin Sun, Ness B. Shroff
2017 J jnl
Designing Low-Complexity Heavy-Traffic Delay-Optimal Load Balancing Schemes: Theory to Algorithms.
Proc. ACM Meas. Anal. Comput. Syst.
Xingyu Zhou, Fei Wu, Jian Tan, Yin Sun, Ness B. Shroff
2017 J jnl
On Resource Pooling and Separation for LRU Caching.
CoRR
Jian Tan, Guocong Quan, Kaiyi Ji, Ness B. Shroff
2017 J jnl
SparkBench: a spark benchmarking suite characterizing large-scale in-memory data analytics.
Clust. Comput.
Min Li, Jian Tan, Yandong Wang, Li Zhang, Valentina Salapura
2016 J jnl
MapTask Scheduling in MapReduce With Data Locality: Throughput and Heavy-Traffic Optimality.
IEEE/ACM Trans. Netw.
Weina Wang, Kai Zhu, Lei Ying, Jian Tan, Li Zhang
2015 A conf
HydraDB: a resilient RDMA-driven key-value middleware for in-memory cluster computing.
SC
Yandong Wang, Li Zhang, Jian Tan, Min Li, Yuqing Gao, Xavier Guerin, Xiaoqiao Meng, Shicong Meng
2015 A* conf
Information sharing in distributed stochastic bandits.
INFOCOM
Swapna Buccapatnam, Jian Tan, Li Zhang
2015 J jnl
Miss behavior for caching with lease.
SIGMETRICS Perform. Evaluation Rev.
Jian Tan, Li Zhang, Yandong Wang
2015 J jnl
Multi-resource Fair Sharing for Multiclass Workflows.
SIGMETRICS Perform. Evaluation Rev.
Jian Tan, Li Zhang, Min Li, Yandong Wang
2015 — conf
SparkBench: a comprehensive benchmarking suite for in memory data analytic platform Spark.
Conf. Computing Frontiers
Min Li, Jian Tan, Yandong Wang, Li Zhang, Valentina Salapura
2014 — conf
C-Hint: An Effective and Reliable Cache Management for RDMA-Accelerated Key-Value Stores.
SoCC
Yandong Wang, Xiaoqiao Meng, Li Zhang, Jian Tan
2014 J jnl
Delay Asymptotics With Retransmissions and Incremental Redundancy Codes Over Erasure Channels.
IEEE Trans. Inf. Theory
Yang Yang, Jian Tan, Ness B. Shroff, Hesham El Gamal
2014 A conf
DynMR: dynamic MapReduce with ReduceTask interleaving and MapTask backfilling.
EuroSys
Jian Tan, Alicia Chin, Zane Zhenhua Hu, Yonggang Hu, Shicong Meng, Xiaoqiao Meng, Li Zhang
2014 A conf
MRONLINE: MapReduce online performance tuning.
HPDC
Min Li, Liangzhao Zeng, Shicong Meng, Jian Tan, Li Zhang, Ali Raza Butt, Nicholas C. Fuller
2014 A* conf
Non-work-conserving effects in MapReduce: diffusion limit and criticality.
SIGMETRICS
Jian Tan, Yandong Wang, Weikuan Yu, Li Zhang
2014 J jnl
Retransmission Delays With Bounded Packets: Power-Law Body and Exponential Tail.
IEEE/ACM Trans. Netw.
Jian Tan, B. T. Swapna, Ness B. Shroff
2013 J jnl
A throughput optimal algorithm for map task scheduling in mapreduce with data locality.
SIGMETRICS Perform. Evaluation Rev.
Weina Wang, Kai Zhu, Lei Ying, Jian Tan, Li Zhang
2013 A* conf
Coupling task progress for MapReduce resource-aware scheduling.
INFOCOM
Jian Tan, Xiaoqiao Meng, Li Zhang
2013 J jnl
Heavy Tails in Queueing Systems: Impact of Parallelism on Tail Performance.
J. Appl. Probab.
Bo Jiang, Jian Tan, Wei Wei, Ness B. Shroff, Don Towsley
2013 — conf
Improving Multi-job MapReduce Scheduling in an Opportunistic Environment.
IEEE CLOUD
Yuting Ji, Lang Tong, Ting He, Jian Tan, Kang-Won Lee, Li Zhang
2013 A* conf
Improving ReduceTask data locality for sequential MapReduce jobs.
INFOCOM
Jian Tan, Shicong Meng, Xiaoqiao Meng, Li Zhang
2013 J jnl
Joint optimization of overlapping phases in MapReduce.
Perform. Evaluation
Minghong Lin, Li Zhang, Adam Wierman, Jian Tan
2013 J jnl
Joint optimization of overlapping phases in MapReduce.
SIGMETRICS Perform. Evaluation Rev.
Minghong Lin, Li Zhang, Adam Wierman, Jian Tan
2013 — conf
K-Scope: Online Performance Tracking for Dynamic Cloud Applications.
ICAC
Li Zhang, Xiaoqiao Meng, Shicong Meng, Jian Tan
2013 A* conf
Map task scheduling in MapReduce with data locality: Throughput and heavy-traffic optimality.
INFOCOM
Weina Wang, Kai Zhu, Lei Ying, Jian Tan, Li Zhang
2013 — conf
Preemptive ReduceTask Scheduling for Fair and Fast Job Completion.
ICAC
Yandong Wang, Jian Tan, Weikuan Yu, Li Zhang, Xiaoqiao Meng, Xiaobing Li
2013 J jnl
Secrecy Outage Capacity of Fading Channels.
IEEE Trans. Inf. Theory
Onur Güngör, Jian Tan, Can Emre Koksal, Hesham El Gamal, Ness B. Shroff
2012 A conf
Coupling scheduler for MapReduce/Hadoop.
HPDC
Jian Tan, Xiaoqiao Meng, Li Zhang
2012 J jnl
Delay Asymptotics with Retransmissions and Incremental Redundancy Codes over Erasure Channels
CoRR
Yang Yang, Jian Tan, Ness B. Shroff, Hesham El Gamal
2012 — conf
Delay asymptotics for heavy-tailed MapReduce jobs.
Allerton Conference
Jian Tan, Shicong Meng, Xiaoqiao Meng, Li Zhang
2012 A* conf
Delay tails in MapReduce scheduling.
SIGMETRICS
Jian Tan, Xiaoqiao Meng, Li Zhang
2012 A conf
Heavy-traffic analysis of cloud provisioning.
ITC
Jian Tan, Hanhua Feng, Xiaoqiao Meng, Li Zhang
2012 A* conf
Performance analysis of Coupling Scheduler for MapReduce/Hadoop.
INFOCOM
Jian Tan, Xiaoqiao Meng, Li Zhang
2012 Misc conf
Secrecy outage capacity of fading channels.
CISS
Onur Güngör, Jian Tan, Can Emre Koksal, Hesham El Gamal, Ness B. Shroff
2011 A* conf
Delay asymptotics with retransmissions and fixed rate codes over erasure channels.
INFOCOM
Jian Tan, Yang Yang, Ness B. Shroff, Hesham El Gamal
2011 — conf
Exploiting Resource Usage Patterns for Better Utilization Prediction.
ICDCS Workshops
Jian Tan, Parijat Dube, Xiaoqiao Meng, Li Zhang
2011 Misc conf
Identification and approximations for systems with multi-stage workflows.
WSC
Parijat Dube, Jian Tan, Li Zhang
2011 J jnl
Secrecy Outage Capacity of Fading Channels
CoRR
Onur Güngör, Jian Tan, Can Emre Koksal, Hesham El Gamal, Ness B. Shroff
2010 A conf
Can multipath mitigate power law delays? - Effects of parallelism on tail performance.
ITC
Jian Tan, Wei Wei, Bo Jiang, Ness B. Shroff, Donald F. Towsley
2010 A* conf
Can multipath mitigate power law delays?: effects of parallelism on tail performance.
SIGMETRICS
Jian Tan, Wei Wei, Bo Jiang, Ness B. Shroff, Donald F. Towsley
2010 A* conf
Joint Power and Secret Key Queue Management for Delay Limited Secure Communication.
INFOCOM
Onur Güngör, Jian Tan, Can Emre Koksal, Hesham El Gamal, Ness B. Shroff
2010 A* conf
Transition from Heavy to Light Tails in Retransmission Durations.
INFOCOM
Jian Tan, Ness B. Shroff