by Zardosht.Kasheff | Jul 9, 2013 | MySQL
In my last post, I showed what a Fractal Tree® index is at a high level. Once again, the Fractal Tree index is the data structure inside TokuMX and TokuDB, our MongoDB and MySQL products. One of its strengths is the ability to get high levels of compression on the...
by Zardosht.Kasheff | Jul 2, 2013 | MySQL
With our recent release of TokuMX 1.0, we’ve made some bold claims about how fast TokuMX can run MongoDB workloads. In this post, I want to dig into one of the big areas of improvement, write performance and reduced I/O. One of the innovations of TokuMX is that it...
by Vadim Tkachenko | Jun 25, 2013 | Cloud, MySQL
I am actually quite excited about Tokutek’s release of TokuMX. I think it is going to change the landscape of database systems and it is finally something that made me looking into NoSQL. Why is TokuMX interesting? A few reasons: It comes with transactions, and...
by Martin.FarachColton | Jun 19, 2013 | MySQL
Tokutek is known for its full-featured fast-indexing technology. MongoDB is known for its great document-based data model and ease of use. TokuMX, version 1.0, combines the best of both worlds. So what, exactly, is TokuMX? The simplest (but incomplete) answer is that...
by Peter Zaitsev | Jun 19, 2013 | MySQL
In many environments MySQL is not the only technology used to store in-process data. Quite frequently, especially with large-scale or complicated applications, we use MySQL alongside other technologies for certain tasks of reporting, caching as well as main data-store...
by Tim.Callaghan | Jun 6, 2013 | MySQL
Tokutek created the iiBench benchmark back in 2008. The point of the benchmark is to measure the performance of indexed insertions over time. It uses an extremely simple schema, one table with a sequential insertion pattern for the primary key along with three integer...
by Zardosht.Kasheff | Jun 3, 2013 | MySQL
Over several blog posts, Tim has presented performance results on large data sets of TokuMX, our MongoDB product with fractal tree indexes integrated, side by side with MongoDB. Results look good. We’ve shown improved throughput numbers on a sysbench benchmark,...
by Tim.Callaghan | May 28, 2013 | MySQL
Two months ago I posted a performance comparison running Sysbench on MongoDB versus MongoDB with Fractal Tree Indexes v0.0.2. The benchmark showed a 133% improvement in throughput. Nice, but our engineering team had an effort on our road-map for lock refinement that...
by Tim.Callaghan | May 13, 2013 | MySQL
At tomorrow’s Effective MySQL Meetup, I’ll be presenting “Fractal Tree Indexes : Theory and Practice (MySQL and MongoDB).” The meetup is at 6:30pm Tuesday, May 14, 2013, and will be held at Alley NYC in New York City. I’ll give an overview on how Fractal...
by Zardosht.Kasheff | Apr 3, 2013 | MySQL
Earlier, I talked about the transactional semantics we are introducing to MongoDB. As I hinted at the end of the post, we are actually doing more. We are introducing multi-statement transactions. That’s right, multiple queries, updates, deletes, and inserts will be...
by Zardosht.Kasheff | Apr 2, 2013 | MySQL
People claim that MongoDB is not transactional. It actually is, and that’s a good thing. In MongoDB 2.2, individual operations are Atomic. By having per database locks control reads and writes to collections, write operations on collections are Consistent and...
by Tim.Callaghan | Mar 20, 2013 | MySQL
We recently resumed our discussion around bringing Fractal Tree indexes to MongoDB. This effort includes Tokutek’s interview with Jeff Kelly at Strata as well as my two recent tech blogs which describe the compression achieved on a generic MongoDB data set and...
by Tim.Callaghan | Mar 14, 2013 | MySQL
As we continue to test our Fractal Tree Indexing with MongoDB, I’ve been updating my benchmark infrastructure so I can compare performance, correctness, and resource utilization. Sysbench has long been a standard for testing MySQL performance, so I created a version...
by Tokutek | Mar 11, 2013 | MySQL
During the second half of our CUBE discussion with Wikibon analyst Jeff Kelly at this year’s Strata Conference in Santa Clara, we talked about the tipping point for Big Data. Strata veterans could see at a glance that this year’s conference was markedly different. No...
by Tokutek | Mar 7, 2013 | MySQL
We had the opportunity to do a CUBE interview with Wikibon analyst Jeff Kelly at last week’s Strata Conference in Santa Clara. In the first part of our conversation, we discuss how our success in integrating Tokutek’s Fractal Tree® technology into MySQL has led us to...
by Tim.Callaghan | Feb 27, 2013 | MySQL
One doesn’t have to look far to see that there is strong interest in MongoDB compression. MongoDB has an open ticket from 2009 titled “Option to Store Data Compressed” with Fix Version/s planned but not scheduled. The ticket has a lot of comments, mostly from...
by Martin.FarachColton | Feb 20, 2013 | MySQL
I’ve said it before, and, as is the nature of these things, I’ll almost certainly say it again: your database performance is only as good as your indexes. That’s the grand thesis, so what does that mean? In any DB system — SQL, NoSQL, NewSQL,...
by Tokutek | Dec 27, 2012 | MySQL
Well, it’s that time of the year again for top ten lists. There have been many versions showing up on the web the last few days, including Time Magazine’s “Top 10 Everything of 2012” list, with 55 wide ranging lists! Last year we started using Google...
by Tim.Callaghan | Nov 13, 2012 | MySQL
In my three previous MongoDB blogs I wrote about our implementation of Fractal Tree(R) indexes on MongoDB, showing a 10x insertion performance increase, a 268x query performance increase, and a comparison of covered indexes and clustered indexes. These benchmarks show...
by Tim.Callaghan | Oct 30, 2012 | MySQL
This webinar covers the basics of B-trees and Fractal Tree Indexes, the benchmarks we’ve run so far, and the development road map going forward. Date: November 13th Time: 2 PM EST / 11 AM PST REGISTER TODAY Topics will include: What is a Fractal Tree Index? How to...
