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From technical deep-dives to industry spotlights, explore how generative AI is reshaping the way we work with data.
Prompt Migration: Stabilizing GenAI Applications with Evolving Large Language Models
Shivani Tripathi, Pushpanjali Nema, Aditya Halder, Shi Qiao, Alekh Jindal
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Searching Clinical Data Using Generative AI
Karan Hanswadkar, Anika Kanchi, Shivani Tripathi, Shi Qiao, Rony Chatterjee, Alekh Jindal
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GEqO: ML-Accelerated Semantic Equivalence Detection
Brandon Haynes, Rana Alotaibi, Anna Pavlenko, Jyoti Leeka, Alekh Jindal, Yuanyuan Tian
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Turning Databases Into Generative AI Machines
Alekh Jindal, Shi Qiao, Sathwik Reddy Madhula, Kanupriya Raheja, Sandhya Jain
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PikePlace: Generating Intelligence for Marketplace Datasets
Alekh Jindal, Shi Qiao
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Making Data Clouds Smarter at Keebo: Automated Warehouse Optimization using Data Learning
Barzan Mozafari, Radu Alexandru Burcuta, Alan Cabrera, Andrei Constantin, Derek Francis, David Groemling, Alekh Jindal, Maciej Konkolowicz, Valentin Marian Spac, Yongjoo Park, Russell Razo
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Predictive Price-Performance Optimization for Serverless Query Processing
Rathijit Sen, Abhishek Roy, Alekh Jindal
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Query Optimizer as a Service: An Idea Whose Time Has Come
Alekh Jindal, Jyoti Leeka
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Pipemizer: An Optimizer for Analytics Data Pipelines
Sunny Gakhar, Joyce Cahoon, Wangchao Le, Xiangnan Li, Kaushik Ravichandran, Hiren Patel, Marc Friedman, Brandon Haynes, Shi Qiao, Alekh Jindal, Jyoti Leeka
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Deploying a Steered Query Optimizer in Production at Microsoft
Wangda Zhang, Matteo Interlandi, Paul Mineiro, Shi Qiao, Nasim Ghazanfari, Karlen Lie, Marc Friedman, Rafah Hosn, Hiren Patel, Alekh Jindal
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Towards Optimal Resource Allocation for Serverless Queries
Anish Pimpley, Shuo Li, Rathijit Sen, Soundararajan Srinivasan, Alekh Jindal
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PerfGuard: Deploying ML-for-Systems without Performance Regressions, Almost!
Remmelt Ammerlaan, Gilbert Antonius, Marc Friedman, H M Sajjad Hossain, Alekh Jindal, Peter Orenberg, Hiren Patel, Shi Qiao, Vijay Ramani, Lucas Rosenblatt, Abhishek Roy, Irene Shaffer, Soundarajan Srinivasan, Markus Weimer
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