Extract-transform-load for video streams

F Kossmann, Z Wu, E Lai, N Tatbul, L Cao… - arxiv preprint arxiv …, 2023 - arxiv.org
Social media, self-driving cars, and traffic cameras produce video streams at large scales
and cheap cost. However, storing and querying video at such scales is prohibitively …

Thalamusdb: Approximate query processing on multi-modal data

S Jo, I Trummer - Proceedings of the ACM on Management of Data, 2024 - dl.acm.org
We introduce ThalamusDB, a novel approximate query processing system that processes
complex SQL queries on multi-modal data. ThalamusDB supports SQL queries integrating …

Hydro: Adaptive Query Processing of ML Queries

GT Kakkar, J Cao, A Sengupta, J Arulraj… - arxiv preprint arxiv …, 2024 - arxiv.org
Query optimization in relational database management systems (DBMSs) is critical for fast
query processing. The query optimizer relies on precise selectivity and cost estimates to …

V2V: Efficiently Synthesizing Video Results for Video Queries

D Winecki, A Nandi - 2024 IEEE 40th International Conference …, 2024 - ieeexplore.ieee.org
Querying video data has become increasingly popular and useful. Video queries can be
complex, ranging from retrieval tasks (“find me the top videos that have…”), to analytics …

Interactive Demonstration of EVA

GT Kakkar, A Rajoria, MP Kalluraya, A Raju… - Proceedings of the …, 2023 - dl.acm.org
In this demonstration, we will present EVA, an end-to-end AI-Relational database
management system. We will demonstrate the capabilities and utility of EVA using three …

MAST: Towards Efficient Analytical Query Processing on Point Cloud Data

J Li, H Yuan, G Cong, HM Kiah, S Zhang - … of the ACM on Management of …, 2025 - dl.acm.org
The proliferation of 3D scanning technology, particularly within autonomous driving, has led
to an exponential increase in the volume of Point Cloud (PC) data. Given the rich semantic …

Explainable Multi-Modal Data Exploration in Natural Language via LLM Agent

F Nooralahzadeh, Y Zhang, J Furst… - arxiv preprint arxiv …, 2024 - arxiv.org
International enterprises, organizations, or hospitals collect large amounts of multi-modal
data stored in databases, text documents, images, and videos. While there has been recent …

Visual Query Optimization: Algorithms and Software Systems

S Zekany - 2023 - deepblue.lib.umich.edu
The development of inexpensive digital cameras and availability of local and cloud data
storage has lead to incredible amounts of digital video production. Meanwhile, the amount of …