Showing entries 1 to 10 of 995
10 Older Entries »
Displaying posts with tag: Uncategorized (reset)
Maximizing Database Performance – MySQL Tuning Best Practices

With the added complexity of growing data volumes and ever changing workloads, database performance tuning is now necessary to maximize resource utilizations and system performance. However, performance tuning is often easier said than done.

Let’s face it, tuning is difficult for a number of reasons. For one thing, it requires a significant amount of expertise in order to understand execution plans, and often update or re-write good SQL. On top of that, tuning is usually very time consuming. There will always be a large volume of SQL statements to sort through, which may lead to uncertainty around which specific statement needs tuning; and given every statement is different, so too is the tuning approach.

As data volumes grow and technology becomes increasingly complex, it is becoming more important to tune databases properly to deliver end-user experience and to lower infrastructure costs. Performance tuning can help database …

[Read more]
Database Challenges and Innovations. Interview with Jim Starkey

“Isn’t it ironic that in 2016 a non-skilled user can find a web page from Google’s untold petabytes of data in millisecond time, but a highly trained SQL expert can’t do the same thing in a relational database one billionth the size?.–Jim Starkey.

I have interviewed Jim Starkey. A database legendJim’s career as an entrepreneur, architect, and innovator spans more than three decades of database history.


Q1. In your opinion, what are the most significant advances in databases in the last few years?

Jim Starkey: I’d have to say the “atom programming model” where a database is layered on a substrate of peer-to-peer replicating distributed objects rather than disk files. The atom programming model enables scalability, redundancy, high availability, and distribution not available in traditional, disk-based database …

[Read more]
Budapest MySQL Meetup

I just created the Budapest MySQL Meetup group. I hope there will be interest for that, the first event is under organising.  Check it if you are near Budapest!   Share This:

LinkedIn China new Social Platform Chitu. Interview with Dong Bin.

“Complicated queries, like looking for second degree friends, is really hard to traditional databases.” –Dong Bin

I have interviewed Dong Bin, Engineer Manager at LinkedIn China. The LinkedIn China development team launched a new social platform — known as Chitu — to attract a meaningful segment of the Chinese professional networking market.


Q1. What is your role at LinkedIn China?

Dong Bin: I am an Engineer Manager in charge of the backend services for Chitu. The backend includes all Chitu`s consumer based features, like feeds, chat, event, etc.

Q2. You recently launched a new social platform, called Chitu. Which segment of the …

[Read more]
Optimized State Snapshot Transfers in a WAN Environment


Galera Cluster is a robust product that allows you to create geo-distributed database clusters where the nodes are located in geographically separate locations. WAN links tend to be slow while database sizes tend to grow, and the disparity may become painfully obvious in cases where the entire dataset needs to be shipped over the network.

If a node joins the cluster either for the first time or after a period of prolonged downtime, it may need to obtain a complete snapshot of the database from some other node. This operation is called State Snapshot Transfer or SST, and is often reasonably quick in a LAN environment.

In a geo-distributed cluster, however, the dataset may need to travel over a slow WAN link. A transfer that takes seconds over a 10Gb network can take hours over a cable modem.

SST does not happen during the normal operation of the cluster, but may be needed during an outage situation …

[Read more]
Faceted search, why the DevAPI could matter one day

Faceted search or faceted navigation is a highly praised and widely use search pattern. And, it is a great reply to an off the records sales engineering question. MySQL finally has some document store features built-in. A bit of a yawn in 2016. There is a new X DevAPI available with some Connectors. A bit of a yawn technically. But it is a non-technical change of mind: developer centric counts! Sales, all, technical value could show at non-trivial developer tasks, like faceted search.

Todays X DevAPI does not get you very far

There are great stories to tell about the X …

[Read more]
On Using HPE Vertica. Interview with Eva Donaldson.

“After you have built out your data lake, use it. Ask it questions. You will begin to see patterns where you want to dig deeper. The Hadoop ecosystem doesn’t allow for that digging and not at a speed that is customer facing. For that, you need some sort of analytical database.”– Eva Donaldson.

I have interviewed Eva Donaldson, software engineer and data architect at iContact. Main topic of the interview is her experience in using HPE Vertica.


Q1. What is the business of iContact?

Eva Donaldson: iContact is a provider of cloud based email marketing, marketing automation and social media marketing products. We offer expert advice, design services, and an award-winning Salesforce email integration and Google Analytics tracking features specializing in …

[Read more]
MySQL Workbench 6.3.7 GA has been released

Dear MySQL users,

The MySQL developer tools team announces 6.3.7 as our GA release for
MySQL Workbench 6.3.

For the full list of changes in this revision, visit

For discussion, join the MySQL Workbench Forums:

Download MySQL Workbench 6.3.7 GA now, for Windows, Mac OS X 10.9+,
Oracle Linux 6 and 7, Fedora 23 and Fedora 24, Ubuntu 16.04
or sources, from:

Downsizing to SSDs

System management can be a big deal. At Etsy, we DBAs have been feeling the pain of getting spread too thin. You get a nice glibc vulnerability and have to patch and reboot hundreds of servers. There goes your plans for the week.

We decided last year to embark on a 2016 mission to get better performance, easier management and reduced power utilization through a farm reduction in server count for our user generated, sharded data.

Scoping the Problems

Taking on a massive project to replace your entire fleet of hardware is not an easy sell, especially when on the surface it seems like everything is fine. As DBAs, we experienced challenges that were not readily visible to the rest of the organization or even to end users. The first challenge was to quantify what are the reasons for doing such a large uplift.

Server Quantity

In the beginning, Etsy had one instance of mysqld per server, and one …

[Read more]
Source of Truth or Source of Madness?

This year at Etsy, we spun up a “Database Working Group” that talks about all things data. It’s made up of members from many teams: DBA, core development, development tools and data engineering (Hadoop/Vertica). At our last two meetings, we started talking about how many “sources of information” we have in our environment. I hesitate to call them “sources of truth” because in many cases, we just report information to them, not action data based on them. We spent a session whiteboarding all of of these sources and drawing the relationships between them. It was a bit overwhelming to actually visualize the madness.

A few examples:

  • We use Chef for configuration management and Chef knows about all database server. It made sense for us to build out our monitoring to generate Nagios configuration based on that data from Chef. When …
[Read more]
Showing entries 1 to 10 of 995
10 Older Entries »