Publications

@conference{Wang2023,

title = {Fries: Fast and Consistent Runtime Reconfiguration in Dataflow Systems with Transactional Guarantees},

author = {Zuozhi Wang and Shengquan Ni and Avinash Kumar and Chen Li},

year  = {2023},

date = {2023-08-28},

booktitle = {VLDB 2023},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Wang2023d,

title = {Building a Collaborative Data Analytics System: Opportunities and Challenges},

author = {Zuozhi Wang and Chen Li},

url = {https://www.vldb.org/pvldb/vol16/p3898-wang.pdf},

year  = {2023},

date = {2023-08-01},

booktitle = {VLDB 2023 (Tutorial)},

journal = {VLDB 2023 (Tutorial)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Wang2023c,

title = {Building a Collaborative Data Analytics System: Opportunities and Challenges},

author = {Zuozhi Wang and Chen Li},

year  = {2023},

date = {2023-06-08},

booktitle = {VLDB 2023},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Guo2023,

title = {Public Opinions toward COVID-19 Vaccine Mandates: A Machine Learning-based Analysis of U.S. Tweets},

author = {Yawen Guo and Jun Zhu and Yicong Huang and Lu He and Changyang He and Chen Li and and Kai Zheng},

url = {https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10148373/},

year  = {2023},

date = {2023-04-29},

booktitle = {AMIA 2022},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Borghouts2023,

title = {Understanding underlying moral values and language use of COVID-19 vaccine attitudes on twitter},

author = {Judith Borghouts and Yicong Huang and Sydney Gibbs and Suellen Hopfer and Chen Li and Gloria Mark},

url = {https://doi.org/10.1093/pnasnexus/pgad013},

year  = {2023},

date = {2023-03-07},

booktitle = {PNAS Nexus 2023},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Gupta2023,

title = {Reliable Transactions in Serverless-Edge Architecture},

author = {Suyash Gupta and Sajjad Rahnama and Erik Linsenmayer and Faisal Nawab and Mohammad Sadoghi},

url = {https://arxiv.org/abs/2201.00982},

year  = {2023},

date = {2023-01-01},

booktitle = {IEEE International Conference on Data Engineering (ICDE)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Liu2022,

title = {Demonstration of Collaborative and Interactive Workflow-Based Data Analytics in Texera},

author = {Xiaozhen Liu and Zuozhi Wang and Shengquan Ni and Sadeem Alsudais and Yicong Huang and Avinash Kumar and Chen Li},

url = {paper: https://www.vldb.org/pvldb/vol15/p3738-liu.pdf

demo video: https://www.youtube.com/watch?v=2gfPUZNsoBs},

year  = {2022},

date = {2022-10-10},

booktitle = {VLDB 2022 (Demo track)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Bai2022c,

title = {Maliva: Using Machine Learning to Rewrite Visualization Queries Under Time Constraints},

author = {Qiushi Bai and Sadeem Alsudais and Chen Li and Shuang Zhao},

url = {https://openproceedings.org/2023/conf/edbt/paper-194.pdf},

year  = {2022},

date = {2022-10-10},

booktitle = {International Conference on Extending Database Technology - EDBT 2023},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Bai2022b,

title = {Rainbow: A Rendering-Aware Index for High-Quality Spatial Scatterplots with Result-Size Budgets},

author = {Qiushi Bai and Sadeem Alsudais and Chen Li and Shuang Zhao},

url = {https://diglib.eg.org/bitstream/handle/10.2312/pgv20221060/001-005.pdf?sequence=1&isAllowed=y},

year  = {2022},

date = {2022-10-10},

booktitle = {EGPGV 2022 – Eurographics Symposium on Parallel Graphics and Visualization},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Bai2022,

title = {Demo of VisBooster: Accelerating Tableau Live Mode Queries Up to 100 Times Faster},

author = {Qiushi Bai and Sadeem Alsudais and Chen Li},

url = {http://ceur-ws.org/Vol-3135/bigvis_short5.pdf},

year  = {2022},

date = {2022-10-10},

booktitle = {EDBT/ICDT Workshops 2022},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Alsudais2022,

title = {GSViz: Progressive Visualization of Geospatial Influences in Social Networks},

author = { Sadeem Alsudais and

 Qiushi Bai and

 Shuang Zhao and

Chen Li},

year  = {2022},

date = {2022-10-10},

booktitle = {International Conference on Advances in Geographic Information Systems: SIGSPATIAL},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Yus2022,

title = {The SemIoTic Ecosystem: A Semantic Bridge between IoT Devices and Smart Spaces},

author = {Roberto Yus and Georgios Bouloukakis and Sharad Mehrotra and Nalini Venkatasubramanian},

year  = {2022},

date = {2022-09-05},

booktitle = {VLDB},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Pappachan2022,

title = {Don't Be a Tattle-Tale: Preventing Leakages through Data Dependencies on Access Control Protected Data.},

author = {Primal Pappachan and Shufan Zhang and Xi He and Sharad Mehrotra},

year  = {2022},

date = {2022-09-05},

booktitle = {VLDB},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Ghosh2022b,

title = {JENNER: Just-in-time Enrichment in Query Processing},

author = {Dhrubajyoti Ghosh and Peeyush Gupta and Sharad Mehrotra and Roberto Yus and Yasser Altowim},

year  = {2022},

date = {2022-09-05},

booktitle = {VLDB},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Gu2022,

title = {Efficient Dynamic Clustering: Capturing Patterns from Historical Cluster Evolution},

author = {Binbin Gu and Saeed Kargar and Faisal Nawab},

url = {https://arxiv.org/abs/2203.00812},

year  = {2022},

date = {2022-09-05},

booktitle = {International Conference on Extending Database Technology (EDBT)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Yang2022b,

title = {Demonstration of Accelerating Machine Learning Inference Queries with Correlative Proxy Models },

author = {Zhihui Yang and Yicong Huang and Zuozhi Wang and Feng Gao and Yao Lu and Chen Li and X. Sean Wang},

url = {https://www.vldb.org/pvldb/vol15/p3734-yang.pdf},

year  = {2022},

date = {2022-09-05},

booktitle = {VLDB 2022 (Demo track)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Yang2022,

title = {Optimizing Machine Learning Inference Queries with Correlative Proxy Models},

author = {Zhihui Yang and Zuozhi Wang and Yicong Huang and Yao Lu and Chen Li and X. Sean Wang},

url = {https://www.vldb.org/pvldb/vol15/p2032-yang.pdf},

year  = {2022},

date = {2022-09-05},

booktitle = {VLDB 2022},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Alkowaileet2022,

title = {Columnar Formats for Schemaless LSM-based Document Stores},

author = {Wail Alkowaileet and Michael Carey},

url = {https://www.vldb.org/pvldb/vol15/p2085-alkowaileet.pdf},

year  = {2022},

date = {2022-09-01},

booktitle = {VLDB 2022},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Chio2022,

title = {SmartSPEC: Customizable Smart Space Datasets via Event-driven Simulations},

author = {Andrew Chio and Daokun Jiang and Peeyush Gupta and Georgios Bouloukakis and Roberto Yus and Sharad Mehrotra and Nalini Venkatasubramanian},

year  = {2022},

date = {2022-08-01},

booktitle = {VLDB},

journal = {VLDB},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Gazzaz2022,

title = {Croesus: Multi-Stage Processing and Transactions for Video-Analytics in Edge-Cloud Systems},

author = {Samaa Gazzaz and Vishal Chakraborty and Faisal Nawab},

url = {https://ieeexplore.ieee.org/abstract/document/9835636},

year  = {2022},

date = {2022-08-01},

booktitle = {IEEE International Conference on Data Engineering (ICDE)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Chaparala2022,

title = {LiftChain: A Scalable Multi-Stage NFT Transaction Protocol},

author = {Hari Kishore Chaparala and Sai Vineeth Doddala and Ahmad Showail and Abhishek Singh and Samaa Gazzaz and Faisal Nawab},

url = {https://ieeexplore.ieee.org/abstract/document/9881828},

year  = {2022},

date = {2022-08-01},

booktitle = {IEEE International Conference on Blockchain (IEEE Blockchain)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Karl2022,

title = {You’ve Got a Friend in ME (Mobile Edge): Blockchain Processing with Cloud Node Backup},

author = {Zane Karl and Hayden Freedman and Abhishek Singh and Ahmad Showail and Samaa Gazzaz and Faisal Nawab},

url = {https://ieeexplore.ieee.org/abstract/document/9881843},

year  = {2022},

date = {2022-08-01},

booktitle = {IEEE International Conference on Blockchain (IEEE Blockchain)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Bruhwiler2022,

title = {Analyzing Soft and Hard Partitions of Global-Scale Blockchain Systems},

author = {Kevin C Bruhwiler and Fayzah Alshammari and Farzad Habibi and Juncheng Fang and Yinan Zhou and Abhishek Singh and Ahmad Showail and Faisal Nawab},

url = {https://ieeexplore.ieee.org/abstract/document/9881855},

year  = {2022},

date = {2022-08-01},

booktitle = {IEEE International Conference on Blockchain (IEEE Blockchain)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Fang2022,

title = {PeloPartition: Improving Blockchain Resilience to Network Partitioning},

author = {Juncheng Fang and Farzad Habibi and Kevin C Bruhwiler and Fayzah Alshammari and Abhishek Singh and Yinan Zhou and Faisal Nawab},

url = {https://ieeexplore.ieee.org/abstract/document/9881826},

year  = {2022},

date = {2022-08-01},

booktitle = {IEEE International Conference on Blockchain (IEEE Blockchain)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Luo2022,

title = {DynaHash: Efficient Data Rebalancing in Apache AsterixDB},

author = {Chen Luo and Michael Carey},

url = {https://www.computer.org/csdl/proceedings-article/icde/2022/088300a485/1FwFxfP9coU},

year  = {2022},

date = {2022-04-01},

booktitle = {ICDE 2022},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Galvizo2022,

title = {On Multi-Valued Indexing in AsterixDB},

author = {Glenn Galvizo and Michael Carey},

url = {http://ceur-ws.org/Vol-3130/paper2.pdf},

year  = {2022},

date = {2022-03-29},

booktitle = {DOLAP 2022},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Chio2022b,

title = {Artifact: SmartSPEC: Customizable Smart Space Datasets via Event-driven Simulations},

author = {Andrew Chio and Daokun Jiang and Peeyush Gupta and Georgios Bouloukakis and Roberto Yus and Sharad Mehrotra and Nalini Venkatasubramanian},

year  = {2022},

date = {2022-01-01},

booktitle = {PerCom Workshops},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Gupta2022,

title = {Sentaur: Sensor Observable Data Model for Smart Spaces},

author = {Peeyush Gupta and Sharad Mehrotra and Shantanu Sharma and Roberto Yus and Nalini Venkatasubramanian},

url = {https://dl.acm.org/doi/10.1145/3511808.3557147},

year  = {2022},

date = {2022-01-01},

booktitle = {CIKM},

journal = {CIKM},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Hopfer2021,

title = {The Social Amplification and Attenuation of COVID-19 Risk Perception Shaping Mask Wearing Behavior: A Longitudinal Twitter Analysis},

author = {Suellen Hopfer and Emilia J. Fields and Yuwen Lu and Ganesh Ramakrishnan and Ted Grover and Quishi Bai and Yicong Huang and Chen Li and Gloria Mark},

url = {https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0257428},

year  = {2021},

date = {2021-09-01},

booktitle = {PLOS ONE 2021},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Mittal2021,

title = {CooLSM: Distributed and Cooperative Indexing Across Edge and Cloud Machines},

author = {Natasha Mittal and Faisal Nawab},

url = {https://ieeexplore.ieee.org/abstract/document/9458923},

year  = {2021},

date = {2021-08-16},

booktitle = {ICDE},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Nawab2021,

title = {WedgeChain: A Trusted Edge-Cloud Store With Asynchronous (Lazy) Trust },

author = {Faisal Nawab},

url = {https://arxiv.org/pdf/2012.02258.pdf},

year  = {2021},

date = {2021-08-16},

booktitle = {ICDE},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Luo2021,

title = {Breaking Down Memory Walls: Adaptive Memory Management in LSM-based Storage Systems},

author = {Chen Luo and Michael Carey},

url = {https://vldb.org/pvldb/vol14/p241-luo.pdf},

year  = {2021},

date = {2021-08-16},

booktitle = {VLDB 2021},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Wang2021b,

title = {Tempura: A General Cost-based Optimizer Framework for Incremental Data Processing},

author = {Zuozhi Wang and Kai Zeng and Botong Huang and Wei Chen and Xiaozong Cui and Bo Wang and Ji Liu and Liya Fan and Dachuan Qu and Zhenyu Hou and Tao Guan and Chen Li and Jingren Zhou},

url = {paper: http://vldb.org/pvldb/vol14/p14-wang.pdf

slides: https://www.slideshare.net/ZuozhiWang/tempura-a-general-costbased-optimizer-framework-for-incremental-data-processing},

year  = {2021},

date = {2021-08-16},

booktitle = {VLDB 2021},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Kargar2021,

title = {Predict and Write: Using K-Means Clustering to Extend the Lifetime of NVM Storage},

author = {Saeed Kargar and Heiner Litz and Faisal Nawab},

url = {https://arxiv.org/abs/2011.02556},

year  = {2021},

date = {2021-08-16},

booktitle = {ICDE},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Kargar2021b,

title = {Extending the Lifetime of NVM: Challenges and Opportunities},

author = {Saeed Kargar and Faisal Nawab},

url = {https://dl.acm.org/doi/abs/10.14778/3476311.3476406},

year  = {2021},

date = {2021-08-16},

booktitle = {International Conference on Very Large Data Bases (VLDB) (Tutorial)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Kargar2021c,

title = {Hamming Tree: The Case for Memory-Aware Bit Flipping Reduction for NVM Indexing},

author = {Saeed Kargar and Faisal Nawab},

url = {https://d1wqtxts1xzle7.cloudfront.net/83291082/cidr2021_abstract06-with-cover-page-v2.pdf?Expires=1667257153&Signature=XwOvd2zukxeRtAuI9inYjJ9Eequpy78LsnbtWLGa3pg4ImEO1d9jFByPM8gkfCuwPYRYWJ0ogI3-xNzaGE6mSgT12vufOlOZftYlciogfOuaTlMwoiQgNISQq615Hk5b84MaboTNVEBq~UiQ8eQs0UO7cgkaNH1sfkh18cEpjCroe5FmyudivShEgfktXwvTuMI6jz0fhaLPSGf96oAD~nOmEGUDoEQ~rBgt88-2vjvP~2Ed46FmNlRY-izvuPAscE7dFI6eMYBWX871vmxiQUfZBO7DcDNoLYdeRsGVE309YJE0l3R~QfEy~ch~TYOCE18qo2EqeG~83wwBMmGI3w__&Key-Pair-Id=APKAJLOHF5GGSLRBV4ZA},

year  = {2021},

date = {2021-08-16},

booktitle = {11th Conference on Innovative Data Systems Research (CIDR)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Wang2021bb,

title = {Grosbeak: A Data Warehouse Supporting Resource-Aware Incremental Computing},

author = {Zuozhi Wang and Kai Zeng and Botong Huang and Wei Chen and Xiaozong Cui and Bo Wang and Ji Liu and Liya Fan and Dachuan Qu and Zhenyu Hou and Tao Guan and Chen Li and Jingren Zhou},

url = {https://dl.acm.org/doi/pdf/10.1145/3318464.3384708},

year  = {2021},

date = {2021-06-10},

booktitle = {SIGMOD 2021 (Demo track)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{DBLP:conf/edbt/GuptaM0VW21,

title = {Prism: Private Verifiable Set Computation over Multi-Owner Outsourced                Databases},

author = {Yin Li and

    Dhrubajyoti Ghosh and

    Peeyush Gupta and

    Sharad Mehrotra and

    Nisha Panwar and

    Shantanu Sharma},

url = {http://isg.ics.uci.edu/wp-content/uploads/2021/06/21-PRISM-SIGMOD-Shantanu_Sharma.pdf},

doi = {DBLP:conf/edbt/GuptaM0VW21},

year  = {2021},

date = {2021-06-01},

booktitle = {Proceedings of SIGMOD 2021},

journal = {Proceedings of SIGMOD 2021},

keywords = {},

pubstate = {forthcoming},

tppubtype = {conference}

}