Most of my publications are shown below. Google scholar has a slightly more complete list.

Papers


TOMM'24
GreenABR+: Generalized Energy-Aware Adaptive Bitrate Streaming
Bekir Turkkan, Ting Dai, Adithya Raman, Tevfik Kosar, Changyou Chen, Muhammed Fatih Bulut, Jaroslaw Zola, Daby Sow
ACM Transactions on Multimedia Computing, Communications, and Applications, 2024.
pdf
bibtex
MMSys'22
GreenABR: Energy-Aware Adaptive Bitrate Streaming with Deep Reinforcement Learning
Bekir Turkkan, Ting Dai, Adithya Raman, Tevfik Kosar, Changyou Chen, Muhammed Fatih Bulut, Jaroslaw Zola, Daby Sow
Proc. of ACM Multimedia Systems Conference, Athlone, Ireland, June, 2022.
pdf slides
bibtex
code (acceptance rate 15/43=34.9%)
DASH-IF Excellence in DASH Award (3rd place)
@inproceedings{greenabr2022,
  title = {GreenABR: Energy-Aware Adaptive Bitrate Streaming with Deep Reinforcement Learning},
  author = {Turkkan, Bekir Oguzhan and Dai, Ting and Raman, Adithya and Kosar, Tevfik and Chen, Changyou and Bulut, Muhammed Fatih and Zola, Jaroslaw and Sow, Daby},
  year = {2022},
  address = {New York, NY, USA},
  doi = {10.1145/3524273.3528188},
  booktitle = {Proceedings of the 13th ACM Multimedia Systems Conference},
  series = {MMSys'22}
}
arXiv'21
TFix+: Self-configuring Hybrid Timeout Bug Fixing for Cloud Systems
Jingzhu He, Ting Dai, Xiaohui Gu
arXiv:2110.04101, October, 2021.
pdf
bibtex
@misc{tfix2021,
  title={TFix+: Self-configuring Hybrid Timeout Bug Fixing for Cloud Systems},
  author={Jingzhu He and Ting Dai and Xiaohui Gu},
  year={2021},
  eprint={2110.04101},
  archivePrefix={arXiv},
  primaryClass={cs.SE}
}
SoCC'20
Automatically Detecting Risky Scripts in Infrastructure Code
Ting Dai, Alexei Karve, Grzegorz Koper, Sai Zeng
Proc. of ACM Symposium on Cloud Computing, Virtual Event, October, 2020.
pdf slides video poster
bibtex
code (acceptance rate 35/143=24.5%)
@inproceedings{securecode2020,
  author = {Dai, Ting and Karve, Alexei and Koper, Grzegorz and Zeng, Sai},
  title = {Automatically Detecting Risky Scripts in Infrastructure Code},
  year = {2020},
  booktitle = {Proceedings of the 11th ACM Symposium on Cloud Computing},
  location = {Virtual Event, USA},
  series = {SoCC '20},
  url = {https://doi.org/10.1145/3419111.3421303},
  doi = {10.1145/3419111.3421303},
}
SoCC'20
HangFix: Automatically Fixing Software Hang Bugs for Production Cloud Systems
Jingzhu He, Ting Dai, Xiaohui Gu, Guoliang Jin
Proc. of ACM Symposium on Cloud Computing, Virtual Event, October, 2020.
pdf slides video poster
bibtex
code (acceptance rate 35/143=24.5%)
@inproceedings{hangfix2020,
  author = {He, Jingzhu and Dai, Ting and Gu, Xiaohui and Jin, Guoliang},
  title = {HangFix: Automatically Fixing Software Hang Bugs for Production Cloud Systems},
  year = {2020},
  booktitle = {Proceedings of the 11th ACM Symposium on Cloud Computing},
  location = {Virtual Event, USA},
  series = {SoCC '20},
  url = {https://doi.org/10.1145/3419111.3421288},
  doi = {10.1145/3419111.3421288},
}
SCN'20
An Improved Broadcast Authentication Protocol for Wireless Sensor Networks Based on the Self-Reinitializable Hash Chains
Haiping Huang, Qinglong Huang, Fu Xiao, Wenming Wang, Qi Li, Ting Dai
Security and Communication Networks, 2020.
pdf
bibtex
@article{dh-miuTesla2020,
  author = {Haiping Huang and Qinglong Huang and Fu Xiao and Wenming Wang and Qi Li and Ting Dai},
  title = {An Improved Broadcast Authentication Protocol for Wireless Sensor Networks Based on the Self-Reinitializable Hash Chains},
  journal = {Security and Communication Networks},
  volume = {2020},
  year = {2020},
  url = {https://doi.org/10.1155/2020/8897282},
  doi = {10.1155/2020/8897282},
}
ICDCS'19
TFix: Automatic Timeout Bug Fixing in Production Server Systems
Jingzhu He, Ting Dai, Xiaohui Gu
Proc. of IEEE International Conference on Distributed Computing Systems, Dallas, Texas, July, 2019.
pdf slides
bibtex
code (acceptance rate 19.6%)
@inproceedings{tfix2019,
  author = {Jingzhu He and Ting Dai and Xiaohui Gu},
  title = {TFix: Automatic Timeout Bug Fixing in Production Server Systems},
  booktitle = {39th {IEEE} International Conference on Distributed Computing Systems, {ICDCS} 2019, Dallas, TX, USA, July 7-10, 2019},
  pages = {612--623},
  publisher = {{IEEE}},
  year = {2019},
  url = {https://doi.org/10.1109/ICDCS.2019.00067},
  doi = {10.1109/ICDCS.2019.00067},
}
DSN'19
FabZK: Supporting Privacy-Preserving, Auditable Smart Contracts in Hyperledger Fabric
Hui Kang*, Ting Dai*, Nerla Jean-Louis, Shu Tao, Xiaohui Gu
(* equal contribution)
Proc. of IEEE/IFIP International Conference on Dependable Systems and Networks, Portland, Oregon, June, 2019.
pdf slides
bibtex
(acceptance rate 54/252=21.4%)
@inproceedings{fabzk2019,
  author = {Hui Kang and Ting Dai and Nerla Jean{-}Louis and Shu Tao and Xiaohui Gu},
  title = {FabZK: Supporting Privacy-Preserving, Auditable Smart Contracts in Hyperledger Fabric},
  booktitle = {49th Annual {IEEE/IFIP} International Conference on Dependable Systems and Networks, {DSN} 2019, Portland, OR, USA, June 24-27, 2019},
  pages = {543--555},
  publisher = {{IEEE}},
  year = {2019},
  url = {https://doi.org/10.1109/DSN.2019.00061},
  doi = {10.1109/DSN.2019.00061},
}
IC2E'19
A Study on Container Vulnerability Exploit Detection
Olufogorehan Tunde-Onadele, Jingzhu He, Ting Dai, Xiaohui Gu
Proc. of IEEE International Conference on Cloud Engineering, Prague, Czech Republic, June, 2019.
pdf slides
bibtex
(acceptance rate 26%)
@inproceedings{convulstudy2019,
  author = {Olufogorehan Tunde{-}Onadele and Jingzhu He and Ting Dai and Xiaohui Gu},
  title = {A Study on Container Vulnerability Exploit Detection},
  booktitle = {{IEEE} International Conference on Cloud Engineering, {IC2E} 2019, Prague, Czech Republic, June 24-27, 2019},
  pages = {121--127},
  publisher = {{IEEE}},
  year = {2019},
  url = {https://doi.org/10.1109/IC2E.2019.00026},
  doi = {10.1109/IC2E.2019.00026},
}
TPDS'19
Hytrace: A Hybrid Approach to Performance Bug Diagnosis in Production Cloud Infrastructures
Ting Dai, Daniel Dean, Peipei Wang, Xiaohui Gu, Shan Lu
IEEE Transactions on Parallel and Distributed Systems, 2019.
pdf supplemental
bibtex
@article{hytrace2019,
  author = {Ting Dai and Daniel Joseph Dean and Peipei Wang and Xiaohui Gu and Shan Lu},
  title = {Hytrace: {A} Hybrid Approach to Performance Bug Diagnosis in Production Cloud Infrastructures},
  journal = {{IEEE} Trans. Parallel Distrib. Syst.},
  volume = {30},
  number = {1},
  pages = {107--118},
  year = {2019},
  url = {https://doi.org/10.1109/TPDS.2018.2858800},
  doi = {10.1109/TPDS.2018.2858800},
}
SoCC'18
DScope: Detecting Real-World Data Corruption Hang Bugs in Cloud Server Systems
Ting Dai, Jingzhu He, Xiaohui Gu, Shan Lu, Peipei Wang
Proc. of ACM Symposium on Cloud Computing, Carlsbad, CA, October, 2018.
pdf slides poster
bibtex
code (acceptance rate 39/160=24.4%)
@inproceedings{dscope2018,
  author = {Ting Dai and Jingzhu He and Xiaohui Gu and Shan Lu and Peipei Wang},
  title = {DScope: Detecting Real-World Data Corruption Hang Bugs in Cloud Server Systems},
  booktitle = {Proceedings of the {ACM} Symposium on Cloud Computing, SoCC 2018, Carlsbad, CA, USA, October 11-13, 2018},
  pages = {313--325},
  publisher = {{ACM}},
  year = {2018},
  url = {https://doi.org/10.1145/3267809.3267844},
  doi = {10.1145/3267809.3267844},
}
ICAC'18
TScope: Automatic Timeout Bug Identification for Server Systems
Jingzhu He, Ting Dai, Xiaohui Gu
Proc. of IEEE International Conference on Autonomic Computing, Trento, Italy, September, 2018.
pdf slides
bibtex
code
@inproceedings{tscope2018,
  author = {Jingzhu He and Ting Dai and Xiaohui Gu},
  title = {TScope: Automatic Timeout Bug Identification for Server Systems},
  booktitle = {2018 {IEEE} International Conference on Autonomic Computing, {ICAC} 2018, Trento, Italy, September 3-7, 2018},
  pages = {1--10},
  publisher = {{IEEE} Computer Society},
  year = {2018},
  url = {https://doi.org/10.1109/ICAC.2018.00010},
  doi = {10.1109/ICAC.2018.00010},
}
IC2E'18
Understanding Real-World Timeout Problems in Cloud Server Systems
Ting Dai, Jingzhu He, Xiaohui Gu, Shan Lu
Proc. of IEEE International Conference on Cloud Engineering, Orlando, FL, April, 2018.
pdf slides
bibtex
(acceptance rate 12/63=19%)
Best paper nominee
@inproceedings{timeoutstudy2018,
  author = {Ting Dai and Jingzhu He and Xiaohui Gu and Shan Lu},
  title = {Understanding Real-World Timeout Problems in Cloud Server Systems},
  booktitle = {2018 {IEEE} International Conference on Cloud Engineering, {IC2E} 2018, Orlando, FL, USA, April 17-20, 2018},
  pages = {1--11},
  publisher = {{IEEE} Computer Society},
  year = {2018},
  url = {https://doi.org/10.1109/IC2E.2018.00022},
  doi = {10.1109/IC2E.2018.00022},
}
SoCC'17
Hytrace: A Hybrid Approach to Performance Bug Diagnosis in Production Cloud Infrastructures
Ting Dai, Daniel Dean, Peipei Wang, Xiaohui Gu, Shan Lu
Proc. of ACM Symposium on Cloud Computing, poster session, Santa Clara, CA, September, 2017.
pdf poster
bibtex
@inproceedings{hytrace2017,
  author = {Ting Dai and Daniel Dean and Peipei Wang and Xiaohui Gu and Shan Lu},
  title = {Hytrace: a hybrid approach to performance bug diagnosis in production cloud infrastructures},
  booktitle = {Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, September 24-27, 2017},
  pages = {641},
  publisher = {{ACM}},
  year = {2017},
  url = {https://doi.org/10.1145/3127479.3132562},
  doi = {10.1145/3127479.3132562},
}
JS'16
An Improved μTESLA Protocol Based on Queuing Theory and Benaloh-Leichter SSS in WSNs
Haiping Huang, Tianhe Gong, Tao Chen, Mingliang Xiong, Xinxing Pan, Ting Dai
Journal of Sensors, Vol. 2016, Article ID 9021650, 13 pages, 2016.
pdf
bibtex
@article{advμTESLA2016,
  author = {Haiping Huang and Tianhe Gong and Tao Chen and Mingliang Xiong and Xinxing Pan and Ting Dai},
  title = {An Improved \emph{{\(\mu\)}}TESLA Protocol Based on Queuing Theory and Benaloh-Leichter {SSS} in WSNs},
  journal = {J. Sensors},
  volume = {2016},
  pages = {9021650:1--9021650:13},
  year = {2016},
  url = {https://doi.org/10.1155/2016/9021650},
  doi = {10.1155/2016/9021650},
}
IJDSN'13
Research on Migration Strategy of Mobile Agent in Wireless Sensor Networks
Ting Dai, Haiping Huang, Yang Lu, Ruchuan Wang, Xinxing Pan
International Journal of Distributed Sensor Networks, Vol. 2013, Article ID 642986, 13 pages, 2013.
pdf
bibtex
@article{migration2013,
  author = {Ting Dai and Haiping Huang and Lu Yang and Ruchuan Wang and Xinxing Pan},
  title = {Research on Migration Strategy of Mobile Agent in Wireless Sensor Networks},
  journal = {{IJDSN}},
  volume = {9},
  year = {2013},
  url = {https://doi.org/10.1155/2013/642986},
  doi = {10.1155/2013/642986},
}
JoC'13
A Novel Self-Renewal Hash Chain Scheme based on (t, n)-Threshold and Division Tree
基于(t, n)门限和划分树的可再生散列链构造方案
Haiping Huang, Ting Dai, Ruchuan Wang, Xiaolin Qin, Jiutian Chen
Journal of Communications(通信学报), Vol. 34, No. 4, pp. 70-81, Apr. 2013.
pdf
bibtex
@article{hashchainJoC13,
  author = {Haiping Huang, Ting Dai, Ruchuan Wang, Xiaolin Qin, Jiutian Chen},
  title = {A Novel Self-Renewal Hash Chain Scheme based on (t, n)-Threshold and Division Tree},
  year = {2013},
  journal = {Journal of Communications},
  volume = {34},
  number = {4},
  doi = {10.3969/j.issn.1000-436x.2013.04.008}
}

@article{hashchainJoC13,
  author = {黄海平, 戴庭, 王汝传, 秦小麟, 陈九天},
  title = {基于(t,n)门限和划分树的可再生散列链构造方案},
  year = {2013},
  journal = {通信学报},
  volume = {34},
  number = {4},
  doi = {10.3969/j.issn.1000-436x.2013.04.008}
}
JCUPT'12
Novel self-renewal Hash Chain based on Ito-Saito-Nishizeki secret sharing scheme
Ting Dai, Haiping Huang, Ruchuan Wang, Xinxing Pan
The Journal of China Universities of Posts and Telecommunications, Vol. 19(Suppl. 2), pp. 122-127, Oct. 2012.
pdf
bibtex
@article{hashchainJCUPT12,
  title = {Novel self-renewal Hash chain based on Ito-Saito-Nishizeki secret sharing scheme},
  author = {Ting Dai, Haiping Huang, Ruchuan Wang, Xinxing Pan}
  journal = {The Journal of China Universities of Posts and Telecommunications},
  volume = {19},
  pages = {122-127},
  year = {2012},
  doi = {https://doi.org/10.1016/S1005-8885(11)60433-0},
}
IR'11
Semi-dependent Base Station Key Management Scheme for Wireless Multimedia Sensor Networks
WMSN的半依赖基站密钥管理方案
Hao Chen, Ruchuan Wang, Haiping Huang, Lijuan Sun, Ting Dai
Informatization Research(信息化研究), Vol. 37, No. 5, pp. 1-5, 2011.
pdf
bibtex
@article{keymanagementIR2011,
  author = {Chen, Hao and Wang, Ruchuan and Huang, Haiping and Sun, Lijuan and Dai, Ting},
  title = {Semi-dependent Base Station Key Management Scheme for Wireless Multimedia Sensor Networks},
  year = {2011},
  volume = {37},
  number = {5},
  pages = {1-5},
  journal = {Informatization Research},
}

@article{keymanagementIR2011,
  author = {陈昊, 王汝传, 黄海平, 孙力娟, 戴庭},
  title = {WMSN的半依赖基站密钥管理方案},
  year = {2011},
  volume = {37},
  number = {5},
  pages = {1-5},
  journal = {信息化研究},
}
I&C'11
Jini-based IoT Service Framework
基于Jini的物联网服务框架
Li Liu, Yi Dou, Ting Dai, Haiping Huang, Shengwei Zhao
Information & Communications(信息通信), Vol. 5, pp. 26-28, 2011.
pdf
bibtex
@article{jiniIoTIC2011,
  author = {Liu, Li and Dou, Yi and Dai, Ting and Huang, Haiping and Zhao, Shengwei},
  title = {Jini-based IoT Service Framework},
  year = {2011},
  volume = {5},
  pages = {26-28},
  journal = {Information & Communications},
}

@article{jiniIoTIC2011,
  author = {刘莉, 窦轶, 戴庭, 黄海平, 赵生伟},
  title = {基于Jini的物联网服务框架},
  year = {2011},
  volume = {5},
  pages = {26-28},
  journal = {信息通信},
}
AMR'11
Simulation of the Park Behaviors in a Shopping Mall of Dalian
Li Liu, Ting Dai, Yi Dou, Haiping Huang, Junjie Huang, Ning Ye
Advanced Material Research, Vol. 317-319, pp. 2133-2137, Aug. 2011.
pdf
bibtex
@article{parkingAMR11,
  author = {Liu, Li and Dai, Ting and Dou, Yi and Huang, Haiping and Huang, Junjie and Ye, Ning},
  title = {Simulation of the Parking Behaviors in a Shopping Mall of Dalian},
  year = {2011},
  month = {9},
  volume = {317},
  pages = {2133--2137},
  booktitle = {Equipment Manufacturing Technology and Automation},
  series = {Advanced Materials Research},
  publisher = {Trans Tech Publications Ltd},
  doi = {10.4028/www.scientific.net/AMR.317-319.2133},
}


Patents


US20230305827
Software package update handling
Ting Dai, Muhammed Fatih Bulut, Shripad Nadgowda, Daby Mousse Sow
Filed on Mar 24, 2022. Granted on Sep 28, 2023.
US20230177169
Combining policy compliance and vulnerability management for risk assessment
Muhammed Fatih Bulut, Abdulhamid Adebowale Adebayo, Lilian Mathias Ngweta, Ting Dai, Constantin Mircea Adam, Daby Mousse Sow, Steven Ocepek
Filed on Dec 08, 2021. Granted on Jun 8, 2023.
US11200048
Modification of Codified Infrastructure for Orchestration in a Multi-Cloud Environment
Alexei Karve, Sai Zeng, Ting Dai
Filed on May 14, 2020. Granted on Dec 14, 2021.
CN103124421
The cluster-dividing method of mobile node in a kind of wireless sensor network
一种无线传感器网络中移动节点的分簇方法
Ruchuan Wang, Xinxin Pan, Haiping Huang, Dan Sha, Ting Dai, Linyun Jiang, Chao Sha, Jia Xu, Fu Xiao
Filed on Dec 12, 2012. Granted on Jun 8, 2016.
CN102196431
Internet of things application scene-based protection method of privacy query and private identity verification
基于物联网应用场景的隐私查询和隐私身份验证的保护方法
Haingping Huang, Yi Dou, Ruchuan Wang, Haitao Zhang, Liang Xu, Lijuan Sun, Ting Dai, Haiyan Wang, Linyun Jiang, Chao Sha, Fu Xiao, Lin Zhang, Jian Guo, Zhigang Tan, Li Liu, Xiang Gu
Filed on May 13, 2011. Granted on Oct 22, 2014.
CN102325344
Method for tracking and locating container by adopting label sensor network
一种采用标签传感网跟踪与定位集装箱的方法
Haingping Huang, Yi Dou, Ruchuan Wang, Lijuan Sun, Haitao Zhang, Liang Xu, Chao Sha, Ting Dai, Jia Xu, Jian Guo, Zhigang Tan, Li Liu, Linyun Jiang, Yin Ma
Filed on Jun 13, 2011. Granted on Sep 10, 2014.
CN102594820
Secure multi-party computation privacy-protecting evaluation method based on scenes of internet of things
基于物联网场景的安全多方计算隐私保护测评方法
Lijuan Sun, Xuan Zhou, Haiping Huang, Ruchuan Wang, Jia Xu, Yachao Lv, Qi Yan, Shang Shang, Ting Dai, Yi Dou, Chao Sha, Fu Xiao
Filed on Feb 17, 2012. Granted on Sep 10, 2014.
CN102325345
Container logistic tracking and positioning method based on tag sensor network
一种基于标签传感网的集装箱物流跟踪与定位方法
Haiping Huang, Ting Dai, Ruchuan Wang, Biao Liang, Lijuan Sun, Chao Sha, Qiang Zhao, Fu Xiao, Yi Dou, Jia Xu, Linyun Jiang, Zhigang Tan, Jian Guo
Filed on Jun 13, 2011. Granted on Nov 27, 2013.
CN102164369
Method for broadcast authentication of wireless sensor network based on automaton and game of life
基于自动机和生命游戏的无线传感器网络广播认证方法
Haiping Huang, Ting Dai, Ruchuan Wang, Lijuan Sun, Yi Dou, Zhigang Tan, Li Liu, Wei Zhang, Xuan Zhou, Wencong Huang, Hao Chen, Chao Sha
Filed on May 13, 2011. Granted on Sep 25, 2013.
CN102193498
Method for setting intelligent electronic alarm clock based on applied statistical method and embedded computing
基于应用统计方法和嵌入式计算的智能电子闹钟设定方法
Haiping Huang, Baoyang She, Ruchuan Wang, Yun Zhang, Qiwang Cai, Lijuan Sun, Xiao Cao, Di Gao, Junjie Huang, Pingfan Ji, Zhigang Tan, Ting Dai.
Filed on Mar 18, 2011. Granted on Apr 10, 2013.


Theses


PhD'19
A Hybrid Approach to Cloud System Performance Bug Detection, Diagnosis and Fix
Ting Dai
North Carolina State University, Raleigh, North Carolina, July, 2019
pdf slides
bibtex
@phdthesis{perfbugthesis2019,
  author = {Ting Dai},
  title = {A Hybrid Approach to Cloud System Performance Bug Detection, Diagnosis and Fix},
  school = {North Carolina State University},
  year = {2019},
  address = {Raleigh, North Carolina},
  month = {July},
}
Master'14
Broadcast Authentication Protocols and Intrusion Detection in Wireless Sensor Networks
无线传感器网络广播认证协议及入侵检测研究
Ting Dai
Nanjing Univeristy of Posts and Telecommunications, Nanjing, China, April, 2014
pdf
bibtex
@phdthesis{wsnBaIdThesis2014,
  author = {Ting Dai},
  title = {Research on Broadcast Authentication Protocols and Intrusion Detection in Wireless Sensor Networks},
  school = {Nanjing Univeristy of Posts and Telecommunications},
  year = {2014},
  address = {Nanjing, China},
  month = {April},
}