Jian Tan

Orcid: 0000-0002-1080-9300

According to our database1, Jian Tan authored at least 113 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Establishment and validation of an AI-aid method in the diagnosis of myocardial perfusion imaging.
BMC Medical Imaging, December, 2023

An Efficient Transfer Learning Based Configuration Adviser for Database Tuning.
Proc. VLDB Endow., November, 2023

Lindorm TSDB: A Cloud-native Time-series Database for Large-scale Monitoring Systems.
Proc. VLDB Endow., 2023

Anser: Adaptive Information Sharing Framework of AnalyticDB.
Proc. VLDB Endow., 2023

OneShotSTL: One-Shot Seasonal-Trend Decomposition For Online Time Series Anomaly Detection And Forecasting.
Proc. VLDB Endow., 2023

CatSQL: Towards Real World Natural Language to SQL Applications.
Proc. VLDB Endow., 2023

A Unified and Efficient Coordinating Framework for Autonomous DBMS Tuning.
Proc. ACM Manag. Data, 2023

Interactive Log Parsing via Light-weight User Feedbacks.
CoRR, 2023

Interactive Log Parsing via Light-weight User Feedback.
Proceedings of the ACM Web Conference 2023, 2023

Two-stage Kernel Bayesian Optimization in High Dimensions.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

A Bayesian approach for bandit online optimization with switching cost.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

Rapid simulations of atmospheric data assimilation of hourly-scale phenomena with modern neural networks.
Proceedings of the International Conference for High Performance Computing, 2023

Active Sampling for Sparse Table by Bayesian Optimization with Adaptive Resolution.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

ShapleyIQ: Influence Quantification by Shapley Values for Performance Debugging of Microservices.
Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022
SA-LSM : Optimize Data Layout for LSM-tree Based Storage using Survival Analysis.
Proc. VLDB Endow., 2022

Facilitating Database Tuning with Hyper-Parameter Optimization: A Comprehensive Experimental Evaluation.
Proc. VLDB Endow., 2022

Blockchain-Driven Optimal Strategies for Supply Chain Finance Based on a Tripartite Game Model.
J. Theor. Appl. Electron. Commer. Res., 2022

Intelligent fault diagnosis using image representation of multi-domain features.
J. Intell. Fuzzy Syst., 2022

Backstepping control with fixed-time prescribed performance for fixed wing UAV under model uncertainties and external disturbances.
Int. J. Control, 2022

LPC-AD: Fast and Accurate Multivariate Time Series Anomaly Detection via Latent Predictive Coding.
CoRR, 2022

Towards Dynamic and Safe Configuration Tuning for Cloud Databases.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

PinSQL: Pinpoint Root Cause SQLs to Resolve Performance Issues in Cloud Databases.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Distributed AI Community User Credit Evaluation Method.
Proceedings of the 2nd International Conference on Control and Intelligent Robotics, 2022

2021
Hardware Trojan Detection Using Backside Optical Imaging.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

Life Prediction of Battery Using a Neural Gaussian Process with Early Discharge Characteristics.
Sensors, 2021

Fork and Join Queueing Networks with Heavy Tails: Scaling Dimension and Throughput Limit.
J. ACM, 2021

CobBO: Coordinate Backoff Bayesian Optimization.
CoRR, 2021

ResTune: Resource Oriented Tuning Boosted by Meta-Learning for Cloud Databases.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Gothic VR Game Scene Automatic Generation Design.
Proceedings of the HCI International 2021 - Posters - 23rd HCI International Conference, 2021

Research on human-computer interaction portability evaluation model in complex environment.
Proceedings of the CSAI 2021: 5th International Conference on Computer Science and Artificial Intelligence, Beijing, China, December 4, 2021

Local Differential Privacy for Bayesian Optimization.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Learning Latent Features With Pairwise Penalties in Low-Rank Matrix Completion.
IEEE Trans. Signal Process., 2020

Counterintuitive Characteristics of Optimal Distributed LRU Caching Over Unreliable Channels.
IEEE/ACM Trans. Netw., 2020

Prefetching and Caching for Minimizing Service Costs: Optimal and Approximation Strategies.
SIGMETRICS Perform. Evaluation Rev., 2020

Explicitly Consider Server-Attached Fans for Thermal Modeling in Edge Data Centers.
Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020

2019
iBTune: Individualized Buffer Tuning for Large-scale Cloud Databases.
Proc. VLDB Endow., 2019

A New Flexible Multi-flow LRU Cache Management Paradigm for Minimizing Misses.
Proc. ACM Meas. Anal. Comput. Syst., 2019

Evolutionary Game Model of Information Sharing Behavior in Supply Chain Network With Agent-Based Simulation.
Int. J. Intell. Inf. Technol., 2019

A Risk Assessment Method based on Software Behavior.
Proceedings of the 2019 IEEE International Conference on Intelligence and Security Informatics, 2019

RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018
Flexible Load Balancing with Multi-dimensional State-space Collapse: Throughput and Heavy-traffic Delay Optimality.
SIGMETRICS Perform. Evaluation Rev., 2018

Optimization-Based Wi-Fi Radio Map Construction for Indoor Positioning Using Only Smart Phones.
Sensors, 2018

Target Recognition of SAR Images via Matching Attributed Scattering Centers with Binary Target Region.
Sensors, 2018

Degree of Queue Imbalance: Overcoming the Limitation of Heavy-traffic Delay Optimality in Load Balancing Systems.
Proc. ACM Meas. Anal. Comput. Syst., 2018

Heavy-traffic Delay Optimality in Pull-based Load Balancing Systems: Necessary and Sufficient Conditions.
Proc. ACM Meas. Anal. Comput. Syst., 2018

On Resource Pooling and Separation for LRU Caching.
Proc. ACM Meas. Anal. Comput. Syst., 2018

A Recognition Model of Driving Risk Based on Belief Rule-Base Methodology.
Int. J. Pattern Recognit. Artif. Intell., 2018

Learning Latent Features with Pairwise Penalties in Matrix Completion.
CoRR, 2018

LRU Caching with Dependent Competing Requests.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Asymptotic Miss Ratio of LRU Caching with Consistent Hashing.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

2017
Designing Low-Complexity Heavy-Traffic Delay-Optimal Load Balancing Schemes: Theory to Algorithms.
Proc. ACM Meas. Anal. Comput. Syst., 2017

Joint Sparse Tensor Representation for the Target Detection of Polarized Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2017

Target Detection for Polarized Hyperspectral Images Based on Tensor Decomposition.
IEEE Geosci. Remote. Sens. Lett., 2017

Frequency Convolution for Implementing Window Functions in Spectral Analysis.
Circuits Syst. Signal Process., 2017

SparkBench: a spark benchmarking suite characterizing large-scale in-memory data analytics.
Clust. Comput., 2017

2016
MapTask Scheduling in MapReduce With Data Locality: Throughput and Heavy-Traffic Optimality.
IEEE/ACM Trans. Netw., 2016

A Continuous Self-Checking Validation Framework on Processor Exceptions.
Proceedings of the 15th International Symposium on Parallel and Distributed Computing, 2016

Object detection of polarized hyperspectal images based on fourth-order tensor matched filtering.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A method of waterway traffic safety evaluation based on conflict threshold.
Proceedings of the IEEE International Conference on Intelligent Transportation Engineering, 2016

2015
Miss behavior for caching with lease.
SIGMETRICS Perform. Evaluation Rev., 2015

Multi-resource Fair Sharing for Multiclass Workflows.
SIGMETRICS Perform. Evaluation Rev., 2015

A novel UHF radar system design for river dynamics monitoring.
IEICE Electron. Express, 2015

A parallel algorithm for solving the n-queens problem based on inspired computational model.
Biosyst., 2015

HydraDB: a resilient RDMA-driven key-value middleware for in-memory cluster computing.
Proceedings of the International Conference for High Performance Computing, 2015

Information sharing in distributed stochastic bandits.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

SparkBench: a comprehensive benchmarking suite for in memory data analytic platform Spark.
Proceedings of the 12th ACM International Conference on Computing Frontiers, 2015

2014
Retransmission Delays With Bounded Packets: Power-Law Body and Exponential Tail.
IEEE/ACM Trans. Netw., 2014

Delay Asymptotics With Retransmissions and Incremental Redundancy Codes Over Erasure Channels.
IEEE Trans. Inf. Theory, 2014

Design and FPGA implementation of time-frequency transforming for stretch processing.
IEICE Electron. Express, 2014

A biological algorithm to solve the assignment problem based on DNA molecules computation.
Appl. Math. Comput., 2014

Non-work-conserving effects in MapReduce: diffusion limit and criticality.
Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2014

A Distributed Speech Algorithm for Large Scale Data Communication Systems.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

MRONLINE: MapReduce online performance tuning.
Proceedings of the 23rd International Symposium on High-Performance Parallel and Distributed Computing, 2014

DynMR: dynamic MapReduce with ReduceTask interleaving and MapTask backfilling.
Proceedings of the Ninth Eurosys Conference 2014, 2014

C-Hint: An Effective and Reliable Cache Management for RDMA-Accelerated Key-Value Stores.
Proceedings of the ACM Symposium on Cloud Computing, 2014

2013
Secrecy Outage Capacity of Fading Channels.
IEEE Trans. Inf. Theory, 2013

A throughput optimal algorithm for map task scheduling in mapreduce with data locality.
SIGMETRICS Perform. Evaluation Rev., 2013

Joint optimization of overlapping phases in MapReduce.
SIGMETRICS Perform. Evaluation Rev., 2013

Heavy Tails in Queueing Systems: Impact of Parallelism on Tail Performance.
J. Appl. Probab., 2013

A new fully-digital HF radar system for oceanographical remote sensing.
IEICE Electron. Express, 2013

Map task scheduling in MapReduce with data locality: Throughput and heavy-traffic optimality.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Coupling task progress for MapReduce resource-aware scheduling.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Improving ReduceTask data locality for sequential MapReduce jobs.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Preemptive ReduceTask Scheduling for Fair and Fast Job Completion.
Proceedings of the 10th International Conference on Autonomic Computing, 2013

K-Scope: Online Performance Tracking for Dynamic Cloud Applications.
Proceedings of the 10th International Conference on Autonomic Computing, 2013

CloudLEGO: scalable cross-VM-type application performance prediction.
Proceedings of the ACM Symposium on Cloud Computing, SOCC '13, 2013

Improving Multi-job MapReduce Scheduling in an Opportunistic Environment.
Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013

2012
Heavy-traffic analysis of cloud provisioning.
Proceedings of the 24th International Teletraffic Congress, 2012

Delay tails in MapReduce scheduling.
Proceedings of the ACM SIGMETRICS/PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2012

Performance analysis of Coupling Scheduler for MapReduce/Hadoop.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Coupling scheduler for MapReduce/Hadoop.
Proceedings of the 21st International Symposium on High-Performance Parallel and Distributed Computing, 2012

Delay asymptotics for heavy-tailed MapReduce jobs.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011
Identification and approximations for systems with multi-stage workflows.
Proceedings of the Winter Simulation Conference 2011, 2011

Delay asymptotics with retransmissions and fixed rate codes over erasure channels.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Exploiting Resource Usage Patterns for Better Utilization Prediction.
Proceedings of the 31st IEEE International Conference on Distributed Computing Systems Workshops (ICDCS 2011 Workshops), 2011

2010
Modulated Branching Processes, Origins of Power Laws, and Queueing Duality.
Math. Oper. Res., 2010

Can multipath mitigate power law delays? - Effects of parallelism on tail performance.
Proceedings of the 22nd International Teletraffic Congress, 2010

Transition from Heavy to Light Tails in Retransmission Durations.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

Joint Power and Secret Key Queue Management for Delay Limited Secure Communication.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

3D visualization computing in fast design and construction.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Design and simulation of H∞ controller for flexible aircraft.
Proceedings of the 11th International Conference on Control, 2010

2009
Stability of Finite Population ALOHA with Variable Packets
CoRR, 2009

Heavy-tailed limits for medium size jobs and comparison scheduling.
Ann. Oper. Res., 2009

Enterprise Cluster Knowledge Disseminate in Small-World Network.
Proceedings of the Advances in Neural Networks, 2009

Measurement and Analysis of BitTorrent Availability.
Proceedings of the 15th IEEE International Conference on Parallel and Distributed Systems, 2009

The Establishment of Verb Logic and Its Application in Universal Emergency Response Information System Design.
Proceedings of the Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence, 2009

2008
Dynamic packet fragmentation for wireless channels with failures.
Proceedings of the 9th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2008

2007
Research on a Web Gis-Based GPS Vehicle Monitoring System.
Data Sci. J., 2007

Is ALOHA Causing Power Law Delays?
Proceedings of the Managing Traffic Performance in Converged Networks, 2007

Parzen Windows Estimation Using Laplace Kernel: A Novel Parametric Analysis with Information Content.
Proceedings of the 8th ACIS International Conference on Software Engineering, 2007

Adaptive and scalable comparison scheduling.
Proceedings of the 2007 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2007

Can Retransmissions of Superexponential Documents Cause Subexponential Delays?
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Localization for Anchoritic Sensor Networks.
Proceedings of the Distributed Computing in Sensor Systems, 2007


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