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Demonstration of thalamusdb: answering complex sql queries with natural language predicates on multi-modal data
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 …
Our data model extends the relational model and integrates multi-modal data, including …
Thalamusdb: Approximate query processing on multi-modal data
We introduce ThalamusDB, a novel approximate query processing system that processes
complex SQL queries on multi-modal data. ThalamusDB supports SQL queries integrating …
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 …
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
The advancement of Large Language Models (LLMs) has significantly boosted performance
in natural language processing (NLP) tasks. However, the deployment of high-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
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 …
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
We demonstrate BitGourmet, a novel data analysis system that supports deterministic
approximate query processing (DAQ). The system executes aggregation queries and …
approximate query processing (DAQ). The system executes aggregation queries and …