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Data platforms and analytics

TaskWeaver: A code-first agent framework for efficient data analytics and domain adaptation

Garnet: an open-source, next-generation, faster cache-store for accelerating applications and services

GenAI for Industry - AI-generated image compilation of industrial blueprints from renewable energy to transporation and manufacturing

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Enhanced autoscaling with VASIM: Vertical Autoscaling Simulator Toolkit

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Published Date

Project

DiPsy: A digital psychologist

One out of four people in the world have experienced mental illness at some point in their lives. DiPsy is a digital psychologist presented as a personalized chatbot, who can evaluate, diagnose, treat and study…

Publication

Plan Bouquets: A Fragrant Approach to Robust Query Processing

Anshuman Dutt, Jayant R. Haritsa

ACM Trans. Database Syst. | June 2016, Vol 41: pp. 0.459027778-0.484027778

Publication

Where are the Human Subjects in Big Data Research? The Emerging Ethics Divide

Jacob Metcalf, Kate Crawford

Big Data & Society | June 2016

Publication

Modeling of Geographic Dependencies for Real Estate Ranking

Yanjie Fu, Hui Xiong, Yong Ge, Yu Zheng, Zijun Yao, Zhi-Hua Zhou

ACM Transactions on Knowledge Discovery from Data | June 2016, Vol 11

Project

Publication

Automated Demand-driven Resource Scaling in Relational Database-as-a-Service

Sudipto Das, Feng Li, Vivek Narasayya, Arnd Christian König

ACM International Conference on Management of Data (SIGMOD) 2016 | June 2016

Project

Publication

Enabling Privacy-Preserving Incentives for Mobile Crowd Sensing Systems

Haiming Jin, Lu Su, Bolin Ding, Klara Nahrstedt, Nikita Borisov

Proceedings of the 36th IEEE International Conference on Distributed Computing Systems (ICDCS 2016) | June 2016

Publication

Sampling-Based Query Re-Optimization

Wentao Wu, Jeffrey F. Naughton, Harneet Singh

Proceedings of the 2016 International Conference on Management of Data (SIGMOD 2016) | June 2016

Publication

Quickr: Lazily Approximating Complex Ad-Hoc Queries in Big Data Clusters

Srikanth Kandula, Anil Shanbhag, Aleksandar Vitorovic, Matthaios Olma, Robert Grandl, Surajit Chaudhuri, Bolin Ding

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2016) | June 2016

Project

Publication

Accelerating Relational Databases by Leveraging Remote Memory and RDMA

Feng Li, Sudipto Das, Manoj Syamala, Vivek Narasayya

ACM International Conference on Management of Data (SIGMOD) 2016 | June 2016

Publication

Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee

Bolin Ding, Silu Huang, Surajit Chaudhuri, Kaushik Chakrabarti, Chi Wang

Proceedings of 2016 ACM SIGMOD International Conference on Management of Data | June 2016

Data platforms and analytics

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