Query rewriting via large language models

J Liu, B Mozafari - ar** with poorly written queries
before passing them down to the query optimizer. Manual rewriting is not scalable, as it is …

Database meets artificial intelligence: A survey

X Zhou, C Chai, G Li, J Sun - IEEE Transactions on Knowledge …, 2020 - ieeexplore.ieee.org
Database and Artificial Intelligence (AI) can benefit from each other. On one hand, AI can
make database more intelligent (AI4DB). For example, traditional empirical database …

AI meets database: AI4DB and DB4AI

G Li, X Zhou, L Cao - Proceedings of the 2021 International Conference …, 2021 - dl.acm.org
Database and Artificial Intelligence (AI) can benefit from each other. On one hand, AI can
make database more intelligent (AI4DB). For example, traditional empirical database …

A cloud-scale characterization of remote procedure calls

K Seemakhupt, BE Stephens, S Khan, S Liu… - Proceedings of the 29th …, 2023 - dl.acm.org
The global scale and challenging requirements of modern cloud applications have led to the
development of complex, widely distributed, service-oriented applications. One enabler of …

Mental health support and its relationship to linguistic accommodation in online communities

E Sharma, M De Choudhury - Proceedings of the 2018 CHI conference …, 2018 - dl.acm.org
Many online communities cater to the critical and unmet needs of individuals challenged
with mental illnesses. Generally, communities engender characteristic linguistic practices …

Sabre:{Hardware-Accelerated} Snapshot Compression for Serverless {MicroVMs}

N Lazarev, V Gohil, J Tsai, A Anderson… - … USENIX Symposium on …, 2024 - usenix.org
MicroVM snapshotting significantly reduces the cold start overheads in serverless
applications. Snapshotting enables storing part of the physical memory of a microVM guest …

Data lakehouse-a novel step in analytics architecture

D Oreščanin, T Hlupić - 2021 44th international convention on …, 2021 - ieeexplore.ieee.org
Data Lakes, as a modern concept of raw analytical data storage, were presented as a next
step that will take over Data Warehouses. In the course of time after the Data Lakes …

Understanding peace through the world news

V Voukelatou, I Miliou, F Giannotti, L Pappalardo - EPJ data science, 2022 - epjds.epj.org
Peace is a principal dimension of well-being and is the way out of inequity and violence.
Thus, its measurement has drawn the attention of researchers, policymakers, and …

Why TPC is not enough: An analysis of the Amazon Redshift fleet

A van Renen, D Horn, P Pfeil, K Vaidya… - Proceedings of the …, 2024 - dl.acm.org
Database research and development is heavily influenced by benchmarks, such as the
industry-standard TPC-H and TPC-DS for analytical systems. However, these twenty-year …

A syntax-guided multi-task learning approach for Turducken-style code generation

G Yang, Y Zhou, X Chen, X Zhang, Y Xu, T Han… - Empirical Software …, 2023 - Springer
Due to the development of pre-trained language models, automated code generation
techniques have shown great promise in recent years. However, the generated code will not …