20 citations · 32 across the 6 of their papers we have counts for
7 papers
Guided Table Retrieval for Structured Data Search
Alekh Jindal, Jyoti Pandey, Christina Pavlopoulou +5
Answering natural language questions over structured databases requires identifying the relevant tables and determining how to join them---a task that demands both schema knowledge…
Reverse Migration of Cloud Applications to On-premises
Alekh Jindal, Jyoti Pandey, Christina Pavlopoulou +5
Cloud has become ubiquitous to modern applications due to its agility and scalability. However, regulated industries still prefer to deploy on-premises due to security and complian…
Generating Query Context for Relational Databases
Alekh Jindal, Jyoti Pandey, Christina Pavlopoulou +5
Relational databases are the systems of record for business applications, and there is growing demand to query them through natural language interfaces. A key challenge is that AI…
Parallel Prefix Sum with SIMD
Wangda Zhang, Yanbin Wang, Kenneth A. Ross
The prefix sum operation is a useful primitive with a broad range of applications. For database systems, it is a building block of many important operators including join, sort and…
Deploying a Steered Query Optimizer in Production at Microsoft
Wangda Zhang, Matteo Interlandi, Paul Mineiro +6
Modern analytical workloads are highly heterogeneous and massively complex, making generic query optimizers untenable for many customers and scenarios. As a result, it is important…
Conditionally Risk-Averse Contextual Bandits
Mónika Farsang, Paul Mineiro, Wangda Zhang
Contextual bandits with average-case statistical guarantees are inadequate in risk-averse situations because they might trade off degraded worst-case behaviour for better average p…
Exploiting Data Skew for Improved Query Performance
Wangda Zhang, Kenneth A. Ross
Analytic queries enable sophisticated large-scale data analysis within many commercial, scientific and medical domains today. Data skew is a ubiquitous feature of these real-world…