Publications

257 entries « 1 of 6 »

2024

Huang, Yicong; Wang, Zuozhi; Li, Chen

Udon: Efficient Debugging of User-Defined Functions in Big Data Systems with Line-by-Line Control Conference

SIGMOD 2024, 2024.

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Huang, Zhenhua; Li, Kunhao; Wang, Shaojie; Jia, Zhaohong; Zhu, Wentao; Mehrotra, Sharad

SES: Bridging the Gap Between Explainability and Prediction of Graph Neural Networks Conference

ICDE 2024, 2024.

BibTeX

Lin, Yiming; Mehrotra, Sharad

Plaque: Automated Predicate Learning at Query Time Journal Article

SIGMOD 2024, 2024.

BibTeX

Han, Shanshan; Chakraborty, Vishal; Goodrich, Michael; Mehrotra, Sharad; Sharma, Shantanu

Hiding Access-pattern is Not Enough! Veil: A Storage and Communication Efficient Volume Hiding Algorithm Conference

SIGMOD 2024, 2024.

BibTeX

Chakraborty, Vishal; Ann-Elvy, Stacy; Mehrotra, Sharad; Nawab, Faisal; Sadoghi, Muhammad; Sharma, Shantanu; Venkatsubhramanian, Nalini; Saeed, Farhan

Data-CASE: Grounding Data Regulations for Compliant Data Processing Systems Conference

EDBT 2024, 2024.

BibTeX

2023

Nawab, Faisal; Sadoghi, Mohammad

Consensus in Data Management: From Distributed Commit to Blockchain. Journal Article

Foundations and Trends in Databases, 2023.

BibTeX

Rhee, Joshua U; Huang, Yicong; Soroosh, Aurash J; Alsudais, Sadeem; Ni, Shengquan; Kumar, Avinash; Paredes, Jacob; Li, Chen; Timberlake, David S

The Marketing and Perceptions of Non-Tobacco Blunt Wraps on Twitter Journal Article

Substance Use & Misuse 2023, 2023.

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Allred, Aaron; Arauz, Alfonso; Bazargani, Mowhebat; Bhope, Rahul; Boomershine, Erin; Campbell, Nnenia; Davison, Christopher B; Dutt, Nikil; Eguchi, Ronald; Gibbs, Lisa; Hu, ZhengHui; Kenne, Modeste; Mehrotra, Sharad; Park, Davis; Penney, Celeste; Rousseau, Julie; Venkatasubramanian, Nalini; Wang, Guoxi

Testing CareDEX: SAGAT methodology deployed for a disaster drill at a senior living community Conference

IACIS Annual 23 - Clearwaterm BT 2023, 2023.

BibTeX

Kargar, Saeed; Gu, Binbin; Jyothi, Sangeetha Abdu; Nawab, Faisal

E2-NVM: A Memory-Aware Write Scheme to Improve Energy Efficiency and Write Endurance of NVMs using Variational Autoencoders Journal Article

EDBT 2023, 2023.

BibTeX

Kargar, Saeed; Nawab, Faisal

Hamming Tree: The case for Energy-Aware Indexing for NVMs Conference

2023.

BibTeX

Huang, Zhenhua; He, Yuhang; Wang, Shaojie; Wang, Zhenyu; Xu, Ruifeng; Mehrotra, Sharad

SRACas: A Social Role-Aware Graph Neural Network-Based Model for Popularity Prediction of Information Cascades Conference

The 28th International Conference on Database Systems for Advanced Applications, 2023.

BibTeX

Alsudais, Sadeem; Kumar, Avinash; Li, Chen

Raven: Accelerating Execution of Iterative Data Analytics by Reusing Results of Previous Equivalent Versions Conference

HILDA@Sigmod 2023, 2023.

BibTeX

Bai, Qiushi; Alsudais, Sadeem; Li, Chen

Demo of Squidster: Supporting Middleware-based SQL Query Rewriting as a Service Conference

VLDB, 2023.

BibTeX

Bai, Qiushi; Alsudais, Sadeem; Li, Chen

QueryBooster: Improving SQL Performance Using Middleware Services for Human-Centered Query Rewriting Conference

VLDB, 2023.

BibTeX

Singh, Abhishek A; Zhou, Yinan; Sadoghi, Mohammad; Mehrotra, Sharad; Shantanu Sharma, Faisal Nawab

WedgeBlock: An Off-Chain Secure Logging Platform for Blockchain Applications Conference

EDBT, 2023.

BibTeX

Sharma, Shantanu; Li, Yin; Mehrotra, Sharad; Panwar, Nisha; Kumari, Komal; Roychoudhury, Swagnik

Information-Theoretically Secure and Highly Efficient Search and Row Retrieval Conference

VLDB, 2023.

BibTeX

Elkordy, Ahmed Roushdy; Ezzeldin, Yahya H; Han, Shanshan; Sharma, Shantanu; He, Chaoyang; Mehrotra, Sharad; Avestimehr, Salman

Federated Analytics: A Survey Journal Article

APSIPA, 2023.

BibTeX

Sharma, Shantanu; Li, Yin; Mehrotra, Sharad; Panwar, Nisha; Ghosh, Dhrubajyoti; Gupta, Peeyush

PRISM: Privacy-Preserving and Verifiable Set Computation over Multi-Owner Secret Shared Outsourced Databases Journal Article

IEEE Trans. Dependable Secur. Comput, 2023.

BibTeX

Singh, Abhishek A; Khan, Aasim; Mehrotra, Sharad; Nawab, Faisal

TransEdge: Supporting Efficient Read Queries Across Untrusted Edge Nodes Conference

EDBT, 2023.

BibTeX

Ray, Indrajit; Thuraisingham, Bhavani; Vaidya, Jaideep; Mehrotra, Sharad; Atluri, Vijayalakshmi; Ray, Indrakshi; Kantarcioglu, Murat; Raskar, Ramesh; Salimi, Babak; Simske, Steve; Venkatasubramanian, Nalini; Singh, Vivek K

SAFE-PASS: Stewardship, Advocacy, Fairness and Empowerment in Privacy, Accountability, Security, and Safety for Vulnerable Groups Conference

SACMAT, 2023.

BibTeX

Gu, Binbin; Singh, Abhishek; Zhou, Yinan; Fang, Juncheng; Nawab, Faisal

ML on Chain: The Case and Taxonomy of Machine Learning on Blockchain Conference

ICBC 2023, 2023.

BibTeX

Tran, Tuan; Nawab, Faisal; Arden, Owen; Alvaro, Peter

Unstick Yourself: Recoverable Byzantine Fault Tolerant Services Conference

ICBC 2023, 2023.

BibTeX

Wang, Zuozhi; Ni, Shengquan; Kumar, Avinash; Li, Chen

Fries: Fast and Consistent Runtime Reconfiguration in Dataflow Systems with Transactional Guarantees Conference

VLDB 2023, 2023.

BibTeX

Ghosh, Dhrubajyoti; Gupta, Peeyush; Mehrotra, Sharad; Sharma, Shantanu

Supporting Complex Query Time Enrichment For Analytics Journal Article

EDBT, 2023.

BibTeX

Lin, Yiming; Mehrotra, Sharad

ZIP:Lazy Imputation during Query Processing Conference

VLDB 2023, 2023.

BibTeX

Wang, Zuozhi; Li, Chen

Building a Collaborative Data Analytics System: Opportunities and Challenges Conference

VLDB 2023 (Tutorial), 2023.

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Wang, Zuozhi; Li, Chen

Building a Collaborative Data Analytics System: Opportunities and Challenges Conference

VLDB 2023, 2023.

BibTeX

Chio, Andrew; Jiang, Daokun; Gupta, Peeyush; Bouloukakis, Georgios; Yus, Roberto; Mehrotra, Sharad; Venkatasubramanian, Nalini

SmartSPEC: A framework to generate customizable, semantics-based smart space datasets Journal Article

Pervasive and Mobile Computing, 2023.

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Guo, Yawen; Zhu, Jun; Huang, Yicong; He, Lu; He, Changyang; Li, Chen; and Zheng, Kai

Public Opinions toward COVID-19 Vaccine Mandates: A Machine Learning-based Analysis of U.S. Tweets Conference

AMIA 2022, 2023.

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

Tempura: a general cost-based optimizer framework for incremental data processing (Journal Version) Journal Article

VLDB, 2023.

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Borghouts, Judith; Huang, Yicong; Gibbs, Sydney; Hopfer, Suellen; Li, Chen; Mark, Gloria

Understanding underlying moral values and language use of COVID-19 vaccine attitudes on twitter Conference

PNAS Nexus 2023, 2023.

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Gupta, Suyash; Rahnama, Sajjad; Linsenmayer, Erik; Nawab, Faisal; Sadoghi, Mohammad

Reliable Transactions in Serverless-Edge Architecture Conference

IEEE International Conference on Data Engineering (ICDE), 2023.

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2022

Galvizo, Glenn; Carey, Michael

Multi-Valued Indexing in Apache AsterixDB (SI DOLAP 2022) Journal Article

Elsevier Information Systems, 2022.

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Alsudais, Sadeem; Bai, Qiushi ; Zhao, Shuang ; Li, Chen

GSViz: Progressive Visualization of Geospatial Influences in Social Networks Conference

International Conference on Advances in Geographic Information Systems: SIGSPATIAL, 2022.

BibTeX

Bai, Qiushi; Alsudais, Sadeem; Li, Chen

Demo of VisBooster: Accelerating Tableau Live Mode Queries Up to 100 Times Faster Conference

EDBT/ICDT Workshops 2022, 2022.

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Bai, Qiushi; Alsudais, Sadeem; Li, Chen; Zhao, Shuang

Rainbow: A Rendering-Aware Index for High-Quality Spatial Scatterplots with Result-Size Budgets Conference

EGPGV 2022 – Eurographics Symposium on Parallel Graphics and Visualization, 2022.

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Bai, Qiushi; Alsudais, Sadeem; Li, Chen; Zhao, Shuang

Maliva: Using Machine Learning to Rewrite Visualization Queries Under Time Constraints Conference

International Conference on Extending Database Technology - EDBT 2023, 2022.

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Liu, Xiaozhen; Wang, Zuozhi; Ni, Shengquan; Alsudais, Sadeem; Huang, Yicong; Kumar, Avinash; Li, Chen

Demonstration of Collaborative and Interactive Workflow-Based Data Analytics in Texera Conference

VLDB 2022 (Demo track), 2022.

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Yang, Zhihui; Wang, Zuozhi; Huang, Yicong; Lu, Yao; Li, Chen; Wang, Sean X

Optimizing Machine Learning Inference Queries with Correlative Proxy Models Conference

VLDB 2022, 2022.

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Yang, Zhihui; Huang, Yicong; Wang, Zuozhi; Gao, Feng; Lu, Yao; Li, Chen; Wang, Sean X

Demonstration of Accelerating Machine Learning Inference Queries with Correlative Proxy Models Conference

VLDB 2022 (Demo track), 2022.

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Gu, Binbin; Kargar, Saeed; Nawab, Faisal

Efficient Dynamic Clustering: Capturing Patterns from Historical Cluster Evolution Conference

International Conference on Extending Database Technology (EDBT), 2022.

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Ghosh, Dhrubajyoti; Gupta, Peeyush; Mehrotra, Sharad; Yus, Roberto; Altowim, Yasser

JENNER: Just-in-time Enrichment in Query Processing Conference

VLDB, 2022.

BibTeX

Pappachan, Primal; Zhang, Shufan; He, Xi; Mehrotra, Sharad

Don't Be a Tattle-Tale: Preventing Leakages through Data Dependencies on Access Control Protected Data. Conference

VLDB, 2022.

BibTeX

Yus, Roberto; Bouloukakis, Georgios; Mehrotra, Sharad; Venkatasubramanian, Nalini

The SemIoTic Ecosystem: A Semantic Bridge between IoT Devices and Smart Spaces Conference

VLDB, 2022.

BibTeX

Alkowaileet, Wail; Carey, Michael

Columnar Formats for Schemaless LSM-based Document Stores Conference

VLDB 2022, 2022.

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Bruhwiler, Kevin C; Alshammari, Fayzah; Habibi, Farzad; Fang, Juncheng; Zhou, Yinan; Singh, Abhishek; Showail, Ahmad; Nawab, Faisal

Analyzing Soft and Hard Partitions of Global-Scale Blockchain Systems Conference

IEEE International Conference on Blockchain (IEEE Blockchain), 2022.

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Fang, Juncheng; Habibi, Farzad; Bruhwiler, Kevin C; Alshammari, Fayzah; Singh, Abhishek; Zhou, Yinan; Nawab, Faisal

PeloPartition: Improving Blockchain Resilience to Network Partitioning Conference

IEEE International Conference on Blockchain (IEEE Blockchain), 2022.

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Karl, Zane; Freedman, Hayden; Singh, Abhishek; Showail, Ahmad; Gazzaz, Samaa; Nawab, Faisal

You’ve Got a Friend in ME (Mobile Edge): Blockchain Processing with Cloud Node Backup Conference

IEEE International Conference on Blockchain (IEEE Blockchain), 2022.

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Chaparala, Hari Kishore; Doddala, Sai Vineeth; Showail, Ahmad; Singh, Abhishek; Gazzaz, Samaa; Nawab, Faisal

LiftChain: A Scalable Multi-Stage NFT Transaction Protocol Conference

IEEE International Conference on Blockchain (IEEE Blockchain), 2022.

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Gazzaz, Samaa; Chakraborty, Vishal; Nawab, Faisal

Croesus: Multi-Stage Processing and Transactions for Video-Analytics in Edge-Cloud Systems Conference

IEEE International Conference on Data Engineering (ICDE), 2022.

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257 entries « 1 of 6 »