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My Talk on Sunday at Oracle Open World

    Challenges of Big Databases with MySQL Many database management tasks become difficult as you move from millions of rows and gigabytes of data to billions of rows and terabytes of data. Such tasks include ingesting data while maintaining indexes;...

Are You Forcing MySQL to Do Twice as Many JOINs as Necessary?

. Baron Schwartz This guest post is from our friends at Percona. They’re hosting Percona Live London from October 24-25, 2011. Percona Live is a two day summit with 100% technical sessions led by some of the most established speakers in the MySQL field. In the London...

From Under the Desk to the Cloud

  Review of the O’Reilly Strata Making Data Work Conference (reprinted from my guest blog for the Cloud Council of 7) Monica Rogati of LinkedIn told a story of the early days at the firm, when the reporting system consisted of a single server under someone’s...

Write Optimization: Myths, Comparison, Clarifications

Some indexing structures are write optimized in that they are better than B-trees at ingesting data. Other indexing structures are read optimized in that they are better than B-trees at query time. Even within B-trees, there is a tradeoff between write performance and...

Compression Benchmarking: Size vs. Speed (I want both)

I’m creating a library of benchmarks and test suites that will run as part of a Continuous Integration (CI) process here at Tokutek. My goal is to regularly measure several aspects of our storage engine over time: performance, correctness, memory/CPU/disk utilization,...

Ask What Your Database Can Do for Your Country

One of President John Kennedy’s most memorable phrases is “ask not what your country can do for you –  ask what can you do for your country”.  I got to thinking about this over lunch with a fellow colleague in the big data space. After comparing named customers...

Database Insights from Archimedes to the Houston Rockets

According to a recent MIT Sloan Management Review study, top performing organizations use analytics 5 times more than lower performers. That’s pretty astounding. And while we all know about the ocean/lake/waves/(your favorite water analogy) of Big Data we struggle...

It Actually is Easy Being Green

Fractal Tree™ indexes are green. They have the potential to be greener still. Here’s why: Remarkably, data centers consume 1-3 percent of all the US electricity. A majority of this power is used to drive servers and storage systems. Significant energy savings...

Cage Match: OldSQL, NoSQL and NewSQL

  When I interviewed at Tokutek, I met a team of distinguished academics and engineers who could calmly and thoughtfully wax eloquent about the finer points of B-tree and Fractal Tree™ indexing,  drive I/Os, and database engines. Soon after, I discovered that...

This Weekend in Japan

We were happy to see a lot of folks from Japan on Twitter this weekend having a discussion about MySQL and Tokutek. While we always endeavor to explain ourselves as simply as possible, hearing what users and peers have to say and ask in their native language is very...

Indexing: The Director’s Cut

Thanks again to Erin O’Neill and Mike Tougeron for having me at the SF MySQL Meetup last month for the talk on “Understanding Indexing.” The crowd was very interactive, and I appreciated that over 100 people signed up for the event and left some very positive comments...

Don’t Thrash: How to Cache your Hash on Flash

Last week I gave a talk entitled “Don’t Thrash: How to Cache your Hash.” The talk took place at the Workshop on Algorithms and Data Structures (ADS) in a medieval castle turned conference center in Bertinoro, Italy. An earlier version of this work (with the same...

Percona Live, NYC

Yesterday, Percona held Percona Live NYC, which they describe as an “intensive one-day MySQL summit.” They meant it. It was like drinking from a firehose. There was too much for me to give a complete report, so I’d like to highlight two sessions that...

Never Settle for a “B”

OldSQL DBs based on B-trees have some well-known problems and workarounds. TokuDB is a NewSQL storage engines based on Fractal Tree indexing, so the natural question is how InnoDB practice translates into TokuDB. This post gives a quick overview. Enjoy! FAQ Q: How do...

Elephants on a Trapeze: Keeping Big Data Agile

On April 1st, the Department of Computer Science at Rutgers University, where I am a professor, held an open house. I gave a talk called “Elephants on a Trapeze: Keeping Big Data Agile”. The talk is an introduction to performance issues related to big data...

Effective MySQL, a New York City Meetup

Kudos to Ronald Bradford for creating a new MySQL meetup group in New York city and giving MySQL related talks. The next one is tonight, titled “MySQL Idiosyncrasies That Bite”. Information on it can be found at...

Coast to Coast – Review of Conferences

What a busy week – between O’Reilly and Collaborate we gave a number of talks, sponsored a booth, and took some long flights in between the shows. But what an interesting week. The MySQL conference is a great time to catch up with customers and, as always,...