Showing entries 1 to 10 of 65
10 Older Entries »
Displaying posts with tag: MyRocks (reset)
Tuning MyRocks for performance

There are basically two things which I majorly like about using MyRocks, 1. LSM Advantage – smaller space & lower write amplification and 2. Best of MySQL like replication, storage engine centric database infrastructure operations and MySQL orchestration tools. Facebook built RocksDB as an embeddable and persistent key-value store with lower amplification factor () compared to InnoDB. Let me explain a scenario were InnoDB proves less efficient compared to RocksDB in SSD:
We know InnoDB is constrained by a fixed compressed page size. Alignment during fragmentation and compression causes extra unused space because the leaf nodes are not full. Let’s consider a InnoDB table with a compressed page size of 8KB. A 16KB in-memory page compressed to 5KB still uses 8KB on storage. Adding to this, each entry in the primary key index has 13 bytes of metadata (6 byte transaction id + 7 byte rollback pointer), and …

[Read more]
Scaling IO-Bound Workloads for MySQL in the Cloud – part 2

This post is a followup to my previous article https://www.percona.com/blog/2018/08/29/scaling-io-bound-workloads-mysql-cloud/

In this instance, I want to show the data in different dimensions, primarily to answer questions around how throughput scales with increasing IOPS.

A recap: for the test I use Amazon instances and Amazon gp2 and io1 volumes. In addition to the original post, I also tested two gpl2 volumes combined in software RAID0. I did this for the following reason: Amazon cap the single gp2 volume throughput to 160MB/sec, and as we will see from the charts, this limits InnoDB performance.

Also, a reminder from the previous post: we can increase gp2 IOPS by increasing volume size (to the top limit 10000 IOPS), and for io1 we can increase IOPS by paying per additional IOPS.

Scaling with InnoDB …

[Read more]
Scaling IO-Bound Workloads for MySQL in the Cloud

Is increasing GP2 volumes size or increasing IOPS for IO1 volumes a valid method for scaling IO-Bound workloads? In this post I’ll focus on one question: how much can we improve performance if we use faster cloud volumes? This post is a continuance of previous cloud research posts:

To recap, in Amazon EC2 we can use gp2 and io1 volumes. gp2 performance can be scaled with size, i.e for gp2 volume size of 500GB we get 1500 iops; size 1000GB – 3000 iops; and for 3334GB – 10000 iops (maximal …

[Read more]
Comparing TokuDB, RocksDB and InnoDB Performance on Intel(R) Xeon(R) Gold 6140 CPU

Recently one of our customers wanted us to benchmark InnoDB, TokuDB and RocksDB on Intel(R) Xeon(R) Gold 6140 CPU (with 72 CPUs),  nvme SSD (7 TB) and  530 GB RAM for performance. We have used Ubuntu xenial 16.04.4, Percona Server 5.7 (included storage engines- InnoDB/XtraDB, TokuDB and RocksDB) and  Sysbench 1.0.15 with custom Lua scripts for this exercise, This benchmarking exercise included bulk INSERTS, WRITES, READS and READS-WRITES. We have tried our best to capture maximum information about the hardware infrastructure and copied / shared scripts we have used for benchmarking. This is not a paid / sponsored benchmarking effort by any of the software or hardware vendors, We will remain forever an vendor neutral and independent web-scale database infrastructure operations company with core expertise in performance, scalability, high availability and database reliability engineering. This benchmarking is …

[Read more]
This Week in Data with Colin Charles 47: MySQL 8.0.12 and It’s Time To Submit!

Join Percona Chief Evangelist Colin Charles as he covers happenings, gives pointers and provides musings on the open source database community.

Don’t wait, submit a talk for Percona Live Europe 2018 to be held in Frankfurt 5-7 November 2018. The call for proposals is ending soon, there is a committee being created, and it is a great conference to speak at, with a new city to boot!

Releases

  • A big release, MySQL 8.0.12, with INSTANT ADD COLUMN support, BLOB optimisations, changes around replication, the query rewrite plugin and lots more. Naturally this also means the connectors get bumped up to the 8.0.12, including a nice new …
[Read more]
Saving With MyRocks in The Cloud

The main focus of a previous blog post was the performance of MyRocks when using fast SSD devices. However, I figured that MyRocks would be beneficial for use in cloud workloads, where storage is either slow or expensive.

In that earlier post, we demonstrated the benefits of MyRocks, especially for heavy IO workloads. Meanwhile, Mark wrote in his blog that the CPU overhead in MyRocks might be significant for CPU-bound workloads, but this should not be the issue for IO-bound workloads.

In the cloud the cost of resources is a major consideration. Let’s review the annual cost for the processing and storage …

[Read more]
This Week in Data with Colin Charles 46: OSCON Recap, Google Site Reliability Workbook

Join Percona Chief Evangelist Colin Charles as he covers happenings, gives pointers and provides musings on the open source database community.

OSCON happened last week and was incredible. It is true there was less of a database focus, and a lot more topics covered. In fact, you’d have found it hard to find database content. There was plenty of interesting content around AI/ML, cloud, SRE, blockchain and more. As a speaker, the 40-minute sessions that included a Q and A session was quite compact (I felt it was a little too short, and many speakers sped up towards the end). I guess it will make for more blog content.

The conference’s open source ethos is still extremely strong, and the keynotes exemplified that. It was not just the 20th anniversary of OSCON, but also the 20th anniversary of the …

[Read more]
This Week in Data with Colin Charles 44: MongoDB 4.0 and Facebook MyRocks

Join Percona Chief Evangelist Colin Charles as he covers happenings, gives pointers and provides musings on the open source database community.

There have been two big pieces of news this week: the release of MongoDB 4.0 and the fact that Facebook has migrated the Messenger backend over to MyRocks.

MongoDB 4.0 is stable, with support for multi-document ACID transactions. I quite like the engineering chalk and talks videos on the transactions page. There are also improvements to help manage your MongoDB workloads in a Kubernetes cluster. MongoDB Atlas supports global clusters (geographically distributed databases, low latency writes, and data placement controls for regulatory …

[Read more]
Webinar Tues 6/26: MariaDB Server 10.3

Please join Percona’s Chief Evangelist, Colin Charles on Tuesday, June 26th, 2018, as he presents MariaDB Server 10.3 at 7:00 AM PDT (UTC-7) / 10:00 AM EDT (UTC-4).

Register Now

 

MariaDB Server 10.3 is out. It has some interesting features around system versioned tables, Oracle compatibility, column compression, an integrated SPIDER engine, as well as MyRocks. Learn about what’s new, how you can use it, and how it is different from MySQL.

Register Now

Colin Charles Chief Evangelist

Colin Charles is the Chief Evangelist at Percona. He was previously on the founding team of MariaDB Server in 2009, and had …

[Read more]
On InnoDB Data Compression in MySQL

Another story that I've prepared back in April for my meeting with one of customers in London was a "compression story". We spent a lot of time on it in several support issues in the past, with only limited success.

In case of InnoDB tables, there are actually two ways to compress data (besides relying on filesystem compression or compressing individual columns at server or application side). Historically the first one was introduced by the Barracuda InnoDB file format and ROW_FORMAT=COMPRESSED it supported. Notable number of related bugs were reported with time, and it may be not that easy to identify them all (you can find current list of bugs tagged with "compression" …

[Read more]
Showing entries 1 to 10 of 65
10 Older Entries »