Amit Jain
@__amitjain
Interest: Distributed System, Database Technology, best practices. Views are personal
Anda mungkin suka
🚀 Dive into the implementation, automation, and failover logic that made MySQL® Group Replication viable @Uber scale. read more: uber.com/blog/improving… #UberEngineering #UberEng
These are the people behind Vitess the open source project. Every one of you have interacted with a product built on top of Vitess today.
How does @Uber achieve 99.99% availability across 2,000+ MySQL® clusters? Learn how we manage our MySQL fleet at scale, from architecture to control plane optimizations. 🛠️ read more: uber.com/blog/mysql-at-… #UberEngineering #UberEng
The most impressive technical feat at #KubeCon this year by far was the Gödel scheduler by ByteDance. A completely different scheduler design with sharding and optimistic concurrency achieving 2,000 pods/sec. Blog: cncf.io/blog/2024/04/0… Talk: youtu.be/PiUAdclow_4?si…
One thing I wish I had more time for is to share what I learned from the #startup ride as the journey continues. Not because I am a pro of some sort, but to help other #opensource founders avoid some of my mistakes and be prepared for tricky challenges we have had to navigate.…
In 2 pages @JeffBezos teaches you more about high standards than you'll learn from reading 2 books. The art of summarising that which resists summary is critical to achieving greatness. The world will forget you, except what you've written down, then what you've written down well
With the CAP Theorem out of the picture, is there a better framework for thinking about tradeoffs in distributed systems?! My favorite, Invariant confluence, is presented in the paper Coordination Avoidance in Database Systems (Link in blog)
Great post by @DominikTornow about how the CAP theorem is not a useful framing for thinking about tradeoffs in distributed system design: blog.dtornow.com/the-cap-theore…
[new blog post] Looking Back at Postgres muratbuffalo.blogspot.com/2024/01/lookin… Great 2019 article by @joe_hellerstein
[new blog post] Scalable OLTP in the Cloud: What’s the BIG DEAL? muratbuffalo.blogspot.com/2024/01/scalab… The most recent awesome paper from @PatHelland
Super-excited about our work on fuzzing distributed systems, to appear at @acm_ccs! AFL-style fuzzing of DS is hard, as the traditional notion of code coverage is not helpful. Read the thread by @GeorgePirlea on what can be done instead (spoiler: it has to do with Lamport).
Our work on "Greybox Fuzzing of Distributed Systems" will appear at @acm_ccs this year. It's a new fuzzing architecture, geared for distributed systems. Our tool, Mᴀʟʟᴏʀʏ builds Lamport timelines of the SUT in real-time and learns action policies to induce new behaviour. 🧵
youtu.be/_jfOk4L7CiY Amazing talk by @jorandirkgreef on the pitfalls of buffered I/O in Linux and it's impact on the DataBase design.
youtube.com
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QCon London '23 — A New Era for Database Design with TigerBeetle
Computer scientists discover limits of gradient descent A new result in complexity theory establishes why the gradient descent algorithm cannot solve some kinds of problems quickly. quantamagazine.org/computer-scien…
quantamagazine.org
Computer Scientists Discover Limits of Major Research Algorithm | Quanta Magazine
The most widely used technique for finding the largest or smallest values of a math function turns out to be a fundamentally difficult computational problem.
Lessons Learned Running Presto At Meta Scale - highscalability.com/blog/2023/7/16…
More PostgreSQL & Cloudflare? 🔥 See the video between @viggy28, the engineering manager of Cloudflare's database team, and @gwenshap, host of the SaaS Developer Community Podcast youtube.com/watch?v=DvblO-… My favorite parts: ✅ 8:25 - how do you choose which DB cluster to place…
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Cloudflare: Performance isolation in multi-tenant DB
105 ML papers were published on @arxiv today. It's getting harder and harder to keep up with the latest ML research. Today we're making it a bit easier with a free LLM powered app that goes from PDFs to beautiful markdown summaries in seconds. Try it yourself below 👇 (1/4)
Something remarkable is happening in GIFT City - the birth of the tax-free Family Investment Fund (FIF). Say, what now? FIF: A vehicle for rich Indian families to use GIFT as a tax-free launchpad to invest around the world. An FIF has to have a minimum capital of USD 10 million…
youtube.com/watch?v=_jfOk4… If I could sum up this talk in one word, it would be challenging. It challenged my preconceived notions about durability. It challenged what other people in the field have claimed. And it challenged my belief that I could treat storage as a black box.
Everyone knows CMU Database Seminar series (which is fantastic!) but the Dutch Seminar on Data Systems Design is ongoing and, I think, undersung. Next one up is tomorrow with presenters from InfluxDB and CWI. dsdsd.da.cwi.nl
For quite some time I've been putting together a list of resources on testing distributed systems asatarin.github.io/testing-distri…
The next paper I'm going to write about is "Perseus: A Fail-Slow Detection Framework for Cloud Storage Systems": usenix.org/conference/fas… It won a best paper award at FAST '23 (File and Storage Technologies) and describes a system for finding "fail-slow" problems in Alibaba…
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