Scaling Wisdom

The 20 second summary from the Scaling MySQL – Up or Out? from our panel of experts at 2008 MySQL Conference and Expo.

  • Paul Tuckfield from YouTube — The answers to everything is replication, you just have to rephrase the question.
  • Jeff Rothschild from Facebook — Memory, the source of all problems is your developers.
  • Domas for Wikipedia — You should be afraid that 10 min structural change may answer detailed problems.
  • Fahan Mashraqi from Fotolog — Architect property, the most optimized schema may not be enough, what is the cost of serving the data, no just the time to run the SQL.
  • John Allspaw from Flickr — There is nothing more permanent then a temporary solution
  • Monty Taylor from MySQL — You have to know what’s happening on every piece of your technology stack.
Tagged with: Databases MySQL MySQL User Conferences MySQL Users Conference 2008

Producing Skewness statistics with SQL

Skewness measures the asymmetry of a distribution. A perfectly symmetric distribution has a skewness of zero. A positive skew (right-skewed) means the tail extends to the right — a small number of high values pull the mean above the median.

Exploring the vsql-ai extension

The vsql-ai extension adds AI prompt capabilities and text embeddings directly in SQL queries, with support for Anthropic Claude , Google Gemini , OpenAI ChatGPT , or a local LLM such as Ollama .

Producing Chi-Squared statistics with SQL

The Chi-Squared test is one of the most widely used statistical tests for categorical data. It comes in two flavors: the goodness-of-fit test asks whether an observed frequency distribution matches an expected one, while the test of independence asks whether two categorical variables are associated with each other.