Demonstration of thalamusdb: answering complex sql queries with natural language predicates on multi-modal data

S Jo, I Trummer - Companion of the 2023 International Conference on …, 2023 - dl.acm.org
ThalamusDB supports SQL queries with natural language predicates on multi-modal data.
Our data model extends the relational model and integrates multi-modal data, including …

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 …

Progressive Data Analysis

JD Fekete, D Fisher, M Sedlmair - 2024 - inria.hal.science
We live in an era in which data is abundant and growing rapidly. Big data databases sprawl
past memory and computation limits and across distributed systems. To sustain this growth …

SMART: Automatically Scaling Down Language Models with Accuracy Guarantees for Reduced Processing Fees

S Jo, I Trummer - arxiv preprint arxiv:2403.13835, 2024 - arxiv.org
The advancement of Large Language Models (LLMs) has significantly boosted performance
in natural language processing (NLP) tasks. However, the deployment of high-performance …

Demonstration of ScroogeDB: Getting more bang for the buck with deterministic approximation in the cloud

S Jo, J Pei, I Trummer - Proceedings of the VLDB Endowment, 2020 - dl.acm.org
We demonstrate ScroogeDB which aims at minimizing monetary cost of processing
aggregation queries in the Cloud. It runs on top of a Cloud database that offers pay-as-you …

Demonstration of BitGourmet: Data Analysis via Deterministic Approximation

S Jo, I Trummer - Proceedings of the 2020 ACM SIGMOD International …, 2020 - dl.acm.org
We demonstrate BitGourmet, a novel data analysis system that supports deterministic
approximate query processing (DAQ). The system executes aggregation queries and …