Train-to-Test scaling explained: How to optimize your end-to-end AI compute budget for inference

AI reasoning does not necessarily require spending huge amounts on frontier models. Instead, smaller models can yield ...
GitHub

SQL Optimization Benchmark: PostgreSQL vs ClickHouse

Data: 100K customers, 10K products, 20 categories, 2M orders, 5M order_items. All deterministic — identical data in both databases. Query: Weekly revenue grouped by category × customer_tier × customer ...
Hacker

How Glooko Turns 3B+ Data Points/Month into Lifesaving Diabetes Healthcare with Tiger Data

Tiger Data is the modern cloud platform built on PostgreSQL for time-series, events and analytics. byTiger Data (creators of TimescaleDB)@tigerdata byTiger Data (creators of TimescaleDB)@tigerdata ...
IEEE

A Review of Query Optimization Techniques: From Traditional to Reinforcement Learning Approaches

Abstract: A key component of Database Management Systems (DBMS) is query optimization, which is intended to improve system performance by reducing the cost of running SQL queries. From conventional ...
IEEE

An Experimental Study on SQL Query Structure Optimization Performance in MySQL, PostgreSQL, and Microsoft SQL Server Using Apache JMeter

Abstract: Nowadays, businesses generate large volumes of data that must be stored in a reliable database. Among the available options, relational database management systems (RDBMS) are widely adopted ...