Publications

[ Google Scholar | DBLP ]

2020

• Wenhao Yu, Lingfei Wu, Qingkai Zeng, Shu Tao, Yu Deng and Meng Jiang, Crossing Variational Autoencoders for Answer Retrieval, Accepted by the 58th Annual Meeting of the Association for Computational Linguistics.
• Wenhao Yu, Lingfei Wu, Shu Tao, Yu Deng, Qingkai Zeng, Meng Jiang. Generating Helpful Responses for Intelligent Tech Support. Reasoning for Complex QA Workshop (RCQA) at AAAI Conference on Artificial Intelligence (AAAI), 2020.

2019

• K. R. Jayaram, Anshul Gandhi, Hongyi Xin, and Shu Tao. Adaptively Accelerating Map- Reduce/Spark with GPUs: A Case Study. In 16th IEEE International Conference on Autonomic Computing (ICAC), Jun. 2019.
• Hui Kang, Ting Dai, Nerla Jean-Louis, Shu Tao, and Xiaohui Gu. FabZK: Supporting Privacy-preserving, Auditable Smart Contracts in Hyperledger Fabric. In 49th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), Jun. 2019.

2018

• Bing Zhou, Sinem Guven, Shu Tao, and Fan Ye. Pose-assisted Active Visual Recognition in Mobile Augmented Reality (poster). In 24th Annual Conference on Mobile Computing and Networking (Mobicom), Oct. 2018.
• Prateeti Mohapatra, Yu Deng, Abhirut Gupta, Gargi Dasgupta, Amit Paradkar, Ruchi Mahindru, Daniela Rosu, Shu Tao, and Pooja Aggarwal. Domain Knowledge Driven Entity Recognition for IT Services. In 16th International Conference on Service Oriented Computing (ICSOC), Nov. 2018.
• Javier Diaz Montes, Manuel Diaz-Granados, Mengsong Zou, Shu Tao, and Manish Parashar. Supporting Data-intensive Workflows in Software-defined Federated Multi-clouds. IEEE Trans. Cloud Computing, (6):250–263, 2018.

2017

• Antorweep Chakravorty, Chunming Rong, K. R. Jayaram, and Shu Tao. Scalable, Efficient Anonymization with INCOGNITO - Framework and Algorithm. In 2017 IEEE International Congress on Big Data (BigData Congress), Jun. 2017.
• Hui Kang and Shu Tao. Container-based Emulation of Network Control Plane. In Proc. International Workshop on Hot Topics in Container Networking and Networked Systems (HotConNet), Apr. 2017.
• Michael Le, Jayaram Kallapalayam Radhakrishnan, Yaron Weinsberg, Daniel J. Dean, and Shu Tao. Agile Composition of Compliant Data Analytics Platforms. In Proc. IEEE International Conference on Cloud Engineering (IC2E), Vancouver, Canada, Apr. 2017.

2016

• Hui Kang, Michael V. Le, and Shu Tao. Container and Microservice-driven Design for Cloud Infrastructure DevOps. In Proc. IEEE International Conference on Cloud Engineering (IC2E), Berlin, Germany, Apr. 2016.
• Byung Chul Tak, Shu Tao, Lin Yang, Chao Zhu, and Yaoping Ruan. LOGAN: Problem Diagnosis in the Cloud Using Log-based Reference Models. In Proc. IEEE International Conference on Cloud Engineering (IC2E), Berlin, Germany, Apr. 2016.

2015

• Leonardo P. Tizzei, Marco A. S. Netto, and Shu Tao. Optimizing Multi-tenant Cloud Resource Pools via Allocation of Reusable Time Slots. In Proc. International Conference on Economics of Grids, Clouds, Systems, and Services (GECON), Cluj-Napoca, Romania, Sep. 2015.
• Yang Xu, Yong Liu, Rahul Singh, and Shu Tao. Identifying SDN State Inconsistencies in OpenStack. In Proc. ACM Sigcomm Symposium on SDN Research (SOSR), Santa Clara, CA, Jun. 2015.

2014

• K. R. Jayaram, David Safford, Upendra Sharma, Vijay Naik, Dimitrios Pendarakis, and Shu Tao. Trustworthy Geographically-fenced Hybrid Clouds. In Proc. ACM/IFIP/USENIX Middleware Conference (Middleware), Bordeaux, France, Dec. 2014.
• Huan Sun, Mudhakar Srivatsa, Shulong Tan, Yang Li, Lance M. Kaplan, Shu Tao, and Xifeng Yan. Analyzing Expert Behaviors in Collaborative Networks. In Proc. ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), New York, NY, Aug. 2014.
• Zhongmou Li, Shu Tao, and Hui Xiong. Déjà Vu: Assessing Similarity between Service Contracts for Risk Prediction. In Proc. IEEE International Conference on Services Computing (SCC), Anchorage, AK, Jun. 2014.

2013

• Bonnie K. Ray, Shu Tao, Anatoli Olkhovets, and Dharmashankar Subramanian. A Decision Analysis Approach to Financial Risk Management in Strategic Outsourcing Contracts. EURO Journal on Decision Processes, (1):187–203, Nov. 2013.
• Sinem Guven and Shu Tao. FRA: Financial Risk Analytics for IT Outsourcing Contracts. In Proc. IFIP/IEEE International Symposium on Integrated Network Management (IM), Ghent, Belgium, May 2013.

2012

• Gengxin Miao, Ziyu Guan, Louise Moser, Xifeng Yan, Shu Tao, and Nikos Anerousis. Latent Association Analysis of Document Pairs. In Proc. ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), Beijing, China, Aug 2012.
• Gengxin Miao, Shu Tao, Winnie Cheng, Randy Moulic, Louise Moser, David Lo, and Xifeng Yan. Understanding Task-driven Information Flow in Collaborative Networks. In Proc. International World Wide Web Conference (WWW), Lyon, France, Apr. 2012.
• Arijit Khan, Xifeng Yan, Shu Tao, and Nikos Anerousis. Workload Characterization and Prediction in the Cloud: A Multiple Time Series Approach. In Proc. IFIP/IEEE International Workshop on Cloud Management (CloudMan), Maui, HI, Apr. 2012.

2011

• Yi Chen, Shu Tao, and Xifeng Yan. Accelerating Problem-solving in Collaborative Social Networks (invited paper). In Proc. International Workshop on Personalized Access, Profile Management, and Context Awareness in Databases (PersDB), Seattle, WA, Sep. 2011.
• Arijit Khan, Nan Li, Xifeng Yan, Ziyu Guan, Supriyo Chakraporty, and Shu Tao. Neighborhood- based Fast Graph Search in Large Networks. In Proc. ACM International Conference on Management of Data (SIGMOD), Athens, Greece, Jun. 2011.

2010

• Kin-Wah Kwong, Roch Guerin, Anees Shaikh, and Shu Tao. Balancing Performance, Ro- bustness, and Flexibility in Routing Systems. IEEE Transactions on Network and Service Management, 7(3), Sep. 2010.
• Peng Sun, Yi Chen, Shu Tao, Xifeng Yan, and Nikos Anerousis. Content-aware Resolution Sequence Mining for Ticket Routing. In Proc. International Conference on Business Process Management (BPM), Hoboken, NJ, Sep. 2010.
• Qihong Shao, Yi Chen, Shu Tao, Xifeng Yan, and Nikos Anerousis. Assessing Expertise Awareness in Resolution Networks. In Proc. International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Odense, Denmark, Aug. 2010.
• Gengxin Miao, Louise Moser, Xifeng Yan, Shu Tao, Yi Chen, and Nikos Anerousis. Generative Models for Ticket Resolution in Expert Networks. In Proc. ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), Washington, DC, Jul. 2010.
• Kunwadee Sripanidkulchai, Shu Tao, and Zon-Yin Shae. DA VINCI: A Tool to Improve VoIP Call Routing Configurations. In Proc. IEEE/IFIP Network Operations & Management Symposium (NOMS), Osaka, Japan, Apr. 2010.

2009

• Kin-Wah Kwong, Roch Guerin, Anees Shaikh, and Shu Tao. Balancing Performance, Robustness, and Flexibility in Routing Systems. In Proc. ACM International Conference on emerging Networking EXperiments and Technologies (CoNext), Madrid, Spain, Dec. 2009.

2008

• Shu Tao, John Apostolopoulos, and Roch Guerin. Real-time Monitoring of Video Quality in IP Networks. IEEE/ACM Transactions on Networking, 16(5), Oct. 2008.
• Qihong Shao, Yi Chen, Shu Tao, Xifeng Yan, and Nikos Anerousis. Efficient Ticket Routing by Resolution Sequence Mining. In Proc. ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), Las Vegas, NV, Aug. 2008.
• Qihong Shao, Yi Chen, Shu Tao, Xifeng Yan, and Nikos Anerousis. EasyTicket: A Ticket Routing Recommendation Engine for Enterprise Problem Resolution. In Proc. International Conference on Very Large Data Bases (VLDB), Auckland, New Zealand, Aug. 2008.

2007

• Kin-Wah Kwong, Roch Guerin, Anees Shaikh, and Shu Tao. Improving Service Differentiation in IP Networks through Dual Topology Routing. In Proc. ACM International Conference on emerging Networking EXperiments and Technologies (CoNext), New York, NY, Dec. 2007.
• Yun Mao, Hani Jamjoom, Shu Tao, and Jonathan Smith. NetworkMD: Topology Inference and Failure Diagnosis in the Last Mile. In Proc. Internet Measurement Conference (IMC), San Diego, CA, Oct. 2007.

2006

• Yun Mao, Hani Jamjoom, and Shu Tao. Failure Diagnosis with Incomplete Information in Cable Networks. In Proc. ACM International Conference on emerging Networking EXperiments and Technologies (CoNext), Lisbon, Portugal, Dec. 2006.
• Teng Fei, Shu Tao, Lixin Gao, Roch Guerin, and Zhi-Li Zhang. Light-weight Overlay Path Selection in a Peer-to-Peer Environment. In Proc. IEEE Global Internet Symposium (GI), Barcelona, Spain, Apr. 2006.
• Teng Fei, Shu Tao, Lixin Gao, and Roch Guerin. How to Select a Good Alternate Path in Large Peer-to-Peer Systems? In Proc. IEEE Conference on Computer Communications (Infocom), Barcelona, Spain, Apr. 2006.

2005 and Earlier

• Shu Tao, John Apostolopoulos, and Roch Guerin. Real-time Monitoring of Video Quality in IP Networks. In Proc. International Workshop on Network and Operating Systems Support for Digital Audio and Video (NOSSDAV), Stevenson, WA, Jun. 2005.
• Shu Tao, Kuai Xu, Antonio Estepa, Teng Fei, Lixin Gao, Roch Guerin, Jim Kurose, Don Towsley, and Zhi-Li Zhang. Improving VoIP Quality through Path Switching. In Proc. IEEE Conference on Computer Communications (Infocom), Miami, FL, Mar. 2005.
• Shu Tao and Roch Guerin. Application-specific path switching: a case study for streaming video. In Proc. ACM Annual Conference on Multimedia, New York, NY, Oct. 2004.
• Shu Tao, Kuai Xu, Ying Xu, Teng Fei, Lixin Gao, Roch Guerin, Jim Kurose, Don Towsley, and Zhi-Li Zhang. Exploring the Performance Benefits of End-to-end Path Switching. In Proc. IEEE International Conference on Network Protocols (ICNP), Berlin, Germany, Oct. 2004.
• Shu Tao, Kuai Xu, Ying Xu, Teng Fei, Lixin Gao, Roch Guerin, Jim Kurose, Don Towsley, and Zhi-Li Zhang. Exploring the Performance Benefits of End-to-end Path Switching (Short Paper). In Proc. ACM Sigmetrics/Performance, New York, NY, Jun. 2004.
• Shu Tao and Roch Guerin. On-line Estimation of Internet Path Performance: An Application Perspective. In Proc. IEEE Conference on Computer Communications (Infocom), Hong Kong, China, Mar. 2004.
• Xiaoxiang Lu, Shu Tao, Magda El Zarki, and Roch Guerin. Quality-based Adaptive Video Over the Internet. In Proc. Communication Networks and Distributed Systems Modeling and Simulation Conference (CNDS), Orlando, FL, Jan. 2003.