惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

MyScale Blog
MyScale Blog
C
CXSECURITY Database RSS Feed - CXSecurity.com
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
阮一峰的网络日志
阮一峰的网络日志
罗磊的独立博客
博客园 - 叶小钗
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
美团技术团队
酷 壳 – CoolShell
酷 壳 – CoolShell
雷峰网
雷峰网
宝玉的分享
宝玉的分享
大猫的无限游戏
大猫的无限游戏
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
Last Week in AI
Last Week in AI
爱范儿
爱范儿
小众软件
小众软件
K
Kaspersky official blog
P
Proofpoint News Feed
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
博客园 - Franky
V
Vulnerabilities – Threatpost
博客园_首页
Microsoft Security Blog
Microsoft Security Blog
C
Cybersecurity and Infrastructure Security Agency CISA
V
V2EX
C
Check Point Blog
S
Schneier on Security
P
Palo Alto Networks Blog
IT之家
IT之家
GbyAI
GbyAI
T
Threat Research - Cisco Blogs
Hugging Face - Blog
Hugging Face - Blog
D
Darknet – Hacking Tools, Hacker News & Cyber Security
Apple Machine Learning Research
Apple Machine Learning Research
C
Cyber Attacks, Cyber Crime and Cyber Security
T
Tailwind CSS Blog
Project Zero
Project Zero
Y
Y Combinator Blog
V
Visual Studio Blog
Simon Willison's Weblog
Simon Willison's Weblog
T
Threatpost
Scott Helme
Scott Helme
L
LINUX DO - 热门话题
S
Securelist
C
CERT Recently Published Vulnerability Notes
A
Arctic Wolf
M
MIT News - Artificial intelligence
人人都是产品经理
人人都是产品经理

MariaDB.org

MariaDB + DuckDB: A New Playground for Analytics – A First Look at the New Storage Engine MariaDB Server 12.3, 11.8, 11.4, 10.11, 10.6 – May 2026’s releases: thank you for your contributions DuckDB Storage Engine for MariaDB. When the Sea Lion Learns to Quack. MariaDB Foundation Sea Lion Champions Nominees: Sumit Srivastava The Power Of The Community! MariaDB Hidden Gem: Create Aggregate Function Celebrating the MariaDB Foundation Sea Lions Champions Nominees MariaDB Foundation: Bringing TPC-B Back To Life MariaDB Community Server Corrective Releases A New Pull Request Processing Time Record MariaDB Server 12.3 LTS Released MariaDB Foundation at Oracle’s MySQL Contributor Summit: Ecosystems, Forks and Constructive Coexistence Virtuozzo Renews Sponsorship of MariaDB Foundation ProxySQL joins MariaDB Foundation as Silver Sponsor Drupal recommends MariaDB Vibe-coding an Audit Plugin in Under 3 Minutes Introducing Our First MariaDB Server Solution Stack: A Privacy-First Stack with Nextcloud, Passbolt, and MariaDB Documented: The MariaDB Server (Community) Contribution Process Unleashing Innovation Through Plugins Adding a New Data Type to MariaDB with Type_handler – Part 5
MariaDB Foundation Sea Lion Champions Nominees: Mark Callaghan
Frédéric Descamps · 2026-06-09 · via MariaDB.org

Interview with Mark Callaghan, nominated in the Technical Excellence category.

I had the pleasure of speaking with Mark Callaghan, recently nominated for the MariaDB Sea Lion Champions program in the “Technical Excellence” category. Mark is a respected figure in the database community, known for his in-depth performance analysis and contributions to the open-source dialogue.

The Interview

lefred: Mark, congratulations on your nomination as a MariaDB Sea Lion Champion. How do you feel about this recognition?

Mark Callaghan: I am always grateful for acknowledgment. But I’m a private person, so I’m not always comfortable standing out.

lefred: Your work is remarkable, especially your performance analyses and blog posts on various databases, including MariaDB. What motivates your involvement in these projects, whether paid or personal?

Mark Callaghan: I’m a consultant at this point. I work part-time on a variety of database projects—some are paid, some are unpaid hobby projects. I enjoy working on projects where I can have an impact.

lefred: Having tested MariaDB extensively, what is your general feeling about it? Are the engineers doing a great job, or are there areas where improvements are needed?

Mark Callaghan: There are some areas where MariaDB is excellent, and generally, when I find those, I write blog posts. There are other areas where it needs improvement, and when I find those, I file bug reports. What I like is being able to engage with the developers working on the product. For me, that’s a key part of what you get from open source: a community where you can be in direct contact with the key contributors when it’s a good use of their time.

lefred: You’ve also tested very specific MariaDB innovations, such as the new InnoDB-based binlog and vector similarity search. What can you tell us about that?

Mark Callaghan: Regarding vector search, I entered the work knowing very little about the algorithms in general. So it was great to see that it was faster. My goal isn’t to argue that product A is better than product B, but to document the differences and trade-offs. The HNSW algorithm, as modified by MariaDB, is an interesting improvement in CPU efficiency for vector search. I continue to ask them to publish a conference paper on this, as it’s a really big deal that would interest academics and industry. I push MariaDB marketing to focus on this innovation.

As for the binlog storage engine, it’s definitely a big deal. I was expecting a 2x performance improvement, but in many cases, I saw much more than 2x. This is especially important on cloud hardware, where fsync can be very slow. It provides a big performance boost without forcing you to turn off safety concerns.

Sergei Golubchik wrote a blog series explaining how the Vector Search is working in MariaDB Server:

I also recommend to check some of the slides in this presentation that are dedicated to our Vector’s impementation: here.

Interviewer’s note

lefred: I recently discovered MariaDB’s built-in online schema change feature, which minimizes lock times and replication lag. Were you aware of it?

Mark Callaghan: I have not followed that closely. But seems interesting; I might look at it.

lefred: It’s a very interesting innovation because it handles changes internally, which is very efficient. This could be the subject of a future blog post comparing performance with and without this feature.

Mark Callaghan: That’s another thing to put under the MariaDB innovation marketing tag. I continue to nag everyone at MariaDB that I talk to, that hey, you need to market the innovation. Go with the positive marketing you’re doing. A lot of good changes to MariaDB. Tell us about them until we get tired of hearing about it.

lefred: That’s exactly what I’m trying to do now: always talk about the good stuff we have. To conclude, we also discussed MySQL’s history under Oracle’s ownership. Before the interview, we discussed MySQL’s situation. What do you think?

Mark Callaghan: I prefer to focus on the fact that Oracle gave us 15 years of decent ownership. Now the situation has evolved, and it has become very hard to stay aligned with the company’s direction.


Thank you, Mark, for sharing your thoughts. Your outstanding work on performance and benchmarking brings great value to the MariaDB community, and your dedication is truly appreciated.