Jian Tan

Niv Nayman

Proceedings of the Uncertainty in Artificial Intelligence, 2023

A Bayesian approach for bandit online optimization with switching cost.

[BibT_eX]

[DOI]

Zai Shi

Feifei Li

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Rapid simulations of atmospheric data assimilation of hourly-scale phenomena with modern neural networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2023

Active Sampling for Sparse Table by Bayesian Optimization with Adaptive Resolution.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

ShapleyIQ: Influence Quantification by Shapley Values for Performance Debugging of Microservices.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

Facilitating Database Tuning with Hyper-Parameter Optimization: A Comprehensive Experimental Evaluation.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

Blockchain-Driven Optimal Strategies for Supply Chain Finance Based on a Tripartite Game Model.

[BibT_eX]

[DOI]

J. Theor. Appl. Electron. Commer. Res., 2022

Intelligent fault diagnosis using image representation of multi-domain features.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2022

Backstepping control with fixed-time prescribed performance for fixed wing UAV under model uncertainties and external disturbances.

[BibT_eX]

[DOI]

Shijun Guo

Int. J. Control, 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

Towards Dynamic and Safe Configuration Tuning for Cloud Databases.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Distributed AI Community User Credit Evaluation Method.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Control and Intelligent Robotics, 2022

2021

Hardware Trojan Detection Using Backside Optical Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

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

[BibT_eX]

[DOI]

Aijun Yin

Zhibin Tan

Sensors, 2021

Prefetching and caching for minimizing service costs: Optimal and approximation strategies.

[BibT_eX]

[DOI]

Perform. Evaluation, 2021

Fork and Join Queueing Networks with Heavy Tails: Scaling Dimension and Throughput Limit.

[BibT_eX]

[DOI]

Yun Zeng

Cathy H. Xia

J. ACM, 2021

CobBO: Coordinate Backoff Bayesian Optimization.

[BibT_eX]

[DOI]

CoRR, 2021

ResTune: Resource Oriented Tuning Boosted by Meta-Learning for Cloud Databases.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Gothic VR Game Scene Automatic Generation Design.

[BibT_eX]

[DOI]

Rui Tian

Jianwen Yang

Proceedings of the HCI International 2021 - Posters - 23rd HCI International Conference, 2021

Research on human-computer interaction portability evaluation model in complex environment.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Xingyu Zhou

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Learning Latent Features With Pairwise Penalties in Low-Rank Matrix Completion.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Counterintuitive Characteristics of Optimal Distributed LRU Caching Over Unreliable Channels.

[BibT_eX]

[DOI]

Guocong Quan

Atilla Eryilmaz

IEEE/ACM Trans. Netw., 2020

Explicitly Consider Server-Attached Fans for Thermal Modeling in Edge Data Centers.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

A New Flexible Multi-flow LRU Cache Management Paradigm for Minimizing Misses.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., 2019

Evolutionary Game Model of Information Sharing Behavior in Supply Chain Network With Agent-Based Simulation.

[BibT_eX]

[DOI]

Guoqiang Jiang

Zuogong Wang

Int. J. Intell. Inf. Technol., 2019

A Risk Assessment Method based on Software Behavior.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

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

[BibT_eX]

[DOI]

Sensors, 2018

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

[BibT_eX]

[DOI]

Sensors, 2018

Degree of Queue Imbalance: Overcoming the Limitation of Heavy-traffic Delay Optimality in Load Balancing Systems.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., 2018

Heavy-traffic Delay Optimality in Pull-based Load Balancing Systems: Necessary and Sufficient Conditions.

[BibT_eX]

[DOI]

Xingyu Zhou

Proc. ACM Meas. Anal. Comput. Syst., 2018

On Resource Pooling and Separation for LRU Caching.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., 2018

Flexible load balancing with multi-dimensional state-space collapse: Throughput and heavy-traffic delay optimality.

[BibT_eX]

[DOI]

Xingyu Zhou

Perform. Evaluation, 2018

A Recognition Model of Driving Risk Based on Belief Rule-Base Methodology.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2018

Learning Latent Features with Pairwise Penalties in Matrix Completion.

[BibT_eX]

[DOI]

CoRR, 2018

LRU Caching with Dependent Competing Requests.

[BibT_eX]

[DOI]

Guocong Quan

Kaiyi Ji

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Asymptotic Miss Ratio of LRU Caching with Consistent Hashing.

[BibT_eX]

[DOI]

Kaiyi Ji

Guocong Quan

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

2017

Designing Low-Complexity Heavy-Traffic Delay-Optimal Load Balancing Schemes: Theory to Algorithms.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., 2017

Joint Sparse Tensor Representation for the Target Detection of Polarized Hyperspectral Images.

[BibT_eX]

[DOI]

Junping Zhang

Ye Zhang

IEEE Geosci. Remote. Sens. Lett., 2017

Target Detection for Polarized Hyperspectral Images Based on Tensor Decomposition.

[BibT_eX]

[DOI]

Junping Zhang

Ye Zhang

IEEE Geosci. Remote. Sens. Lett., 2017

Frequency Convolution for Implementing Window Functions in Spectral Analysis.

[BibT_eX]

[DOI]

Circuits Syst. Signal Process., 2017

SparkBench: a spark benchmarking suite characterizing large-scale in-memory data analytics.

[BibT_eX]

[DOI]

Clust. Comput., 2017

2016

MapTask Scheduling in MapReduce With Data Locality: Throughput and Heavy-Traffic Optimality.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2016

A Continuous Self-Checking Validation Framework on Processor Exceptions.

[BibT_eX]

[DOI]

Daifeng Li

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.

[BibT_eX]

[DOI]

Junping Zhang

Xiaochen Lu

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A method of waterway traffic safety evaluation based on conflict threshold.

[BibT_eX]

[DOI]

Wenlei Cao

Fucai Jiang

Proceedings of the IEEE International Conference on Intelligent Transportation Engineering, 2016

2015

Miss behavior for caching with lease.

[BibT_eX]

[DOI]

Yandong Wang

SIGMETRICS Perform. Evaluation Rev., 2015

Multi-resource Fair Sharing for Multiclass Workflows.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2015

A novel UHF radar system design for river dynamics monitoring.

[BibT_eX]

[DOI]

IEICE Electron. Express, 2015

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

[BibT_eX]

[DOI]

Biosyst., 2015

HydraDB: a resilient RDMA-driven key-value middleware for in-memory cluster computing.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2015

Information sharing in distributed stochastic bandits.

[BibT_eX]

[DOI]

Swapna Buccapatnam

Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

SparkBench: a comprehensive benchmarking suite for in memory data analytic platform Spark.

[BibT_eX]

[DOI]

Proceedings of the 12th ACM International Conference on Computing Frontiers, 2015

2014

Retransmission Delays With Bounded Packets: Power-Law Body and Exponential Tail.

[BibT_eX]

[DOI]

B. T. Swapna

IEEE/ACM Trans. Netw., 2014

Delay Asymptotics With Retransmissions and Incremental Redundancy Codes Over Erasure Channels.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2014

Design and FPGA implementation of time-frequency transforming for stretch processing.

[BibT_eX]

[DOI]

IEICE Electron. Express, 2014

A biological algorithm to solve the assignment problem based on DNA molecules computation.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2014

Non-work-conserving effects in MapReduce: diffusion limit and criticality.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

MRONLINE: MapReduce online performance tuning.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Symposium on High-Performance Parallel and Distributed Computing, 2014

DynMR: dynamic MapReduce with ReduceTask interleaving and MapTask backfilling.

[BibT_eX]

[DOI]

Proceedings of the Ninth Eurosys Conference 2014, 2014

C-Hint: An Effective and Reliable Cache Management for RDMA-Accelerated Key-Value Stores.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Cloud Computing, 2014

2013

Secrecy Outage Capacity of Fading Channels.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

A throughput optimal algorithm for map task scheduling in mapreduce with data locality.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2013

Joint optimization of overlapping phases in MapReduce.

[BibT_eX]

[DOI]

Perform. Evaluation, 2013

Heavy Tails in Queueing Systems: Impact of Parallelism on Tail Performance.

[BibT_eX]

[DOI]

J. Appl. Probab., 2013

A new fully-digital HF radar system for oceanographical remote sensing.

[BibT_eX]

[DOI]

IEICE Electron. Express, 2013

Map task scheduling in MapReduce with data locality: Throughput and heavy-traffic optimality.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Coupling task progress for MapReduce resource-aware scheduling.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Improving ReduceTask data locality for sequential MapReduce jobs.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Preemptive ReduceTask Scheduling for Fair and Fast Job Completion.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Autonomic Computing, 2013

K-Scope: Online Performance Tracking for Dynamic Cloud Applications.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Autonomic Computing, 2013

CloudLEGO: scalable cross-VM-type application performance prediction.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Cloud Computing, SOCC '13, 2013

Improving Multi-job MapReduce Scheduling in an Opportunistic Environment.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 24th International Teletraffic Congress, 2012

Delay tails in MapReduce scheduling.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Coupling scheduler for MapReduce/Hadoop.

[BibT_eX]

[DOI]

Proceedings of the 21st International Symposium on High-Performance Parallel and Distributed Computing, 2012

Delay asymptotics for heavy-tailed MapReduce jobs.

[BibT_eX]

[DOI]

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011

Identification and approximations for systems with multi-stage workflows.

[BibT_eX]

[DOI]

Parijat Dube

Proceedings of the Winter Simulation Conference 2011, 2011

Delay asymptotics with retransmissions and fixed rate codes over erasure channels.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Exploiting Resource Usage Patterns for Better Utilization Prediction.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Math. Oper. Res., 2010

Can multipath mitigate power law delays? - Effects of parallelism on tail performance.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Teletraffic Congress, 2010

Transition from Heavy to Light Tails in Retransmission Durations.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

3D visualization computing in fast design and construction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Design and simulation of H∞ controller for flexible aircraft.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Control, 2010

2009

Stability of Finite Population ALOHA with Variable Packets

[BibT_eX]

[DOI]

CoRR, 2009

Heavy-tailed limits for medium size jobs and comparison scheduling.

[BibT_eX]

[DOI]

Xiaozhu Kang

Ann. Oper. Res., 2009

Enterprise Cluster Knowledge Disseminate in Small-World Network.

[BibT_eX]

[DOI]

Xianjia Wang

Proceedings of the Advances in Neural Networks, 2009

Measurement and Analysis of BitTorrent Availability.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Xiangtao Fan

Proceedings of the Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence, 2009

2008

Dynamic packet fragmentation for wireless channels with failures.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Data Sci. J., 2007

Is ALOHA Causing Power Law Delays?

[BibT_eX]

[DOI]

Proceedings of the Managing Traffic Performance in Converged Networks, 2007

Parzen Windows Estimation Using Laplace Kernel: A Novel Parametric Analysis with Information Content.

[BibT_eX]

[DOI]

Jingsong He

Qiansheng Fang

Proceedings of the 8th ACIS International Conference on Software Engineering, 2007

Adaptive and scalable comparison scheduling.

[BibT_eX]

[DOI]

Xiaozhu Kang

Proceedings of the 2007 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2007

Can Retransmissions of Superexponential Documents Cause Subexponential Delays?

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Localization for Anchoritic Sensor Networks.

[BibT_eX]

[DOI]

Yuliy M. Baryshnikov