Pekka Enberg @penberg
Founder & CTO @tursodatabase. Interested in low latency, systems, and AI. Former @ScyllaDB and Linux. penberg.org Espoo, Finland 🇫🇮🇪🇺 Joined January 2010-
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Rust has made me a lazy programmer! Luckily my old friend valgrind is here to help
To make the matters worse, sometimes the @tursodatabase account reposts stuff posted by the CTO too, but it doesn't make me feel any better! 🥶
To make the matters worse, sometimes the @tursodatabase account reposts stuff posted by the CTO too, but it doesn't make me feel any better! 🥶
I want to try to integrate vector search really deeply with SQLite query planner, but I think this first iteration is fairly OK as-is? 🤔
Thanks for the kind words @AvgDatabaseCEO! 🤩 Kidding aside, @resend is great!
Thanks for the kind words @AvgDatabaseCEO! 🤩 Kidding aside, @resend is great!
If you’re doing performance, @fleming_matt wants to talk to you!
If you’re doing performance, @fleming_matt wants to talk to you!
While I agree that learning by doing is critical, I don’t agree it’s the best way to learn. That’s because to deeply learn a topic, you need to understand the specifics. Technical books are a great way to guide you through a topic. They’re like a map as you’re finding your way.…
While I agree that learning by doing is critical, I don’t agree it’s the best way to learn. That’s because to deeply learn a topic, you need to understand the specifics. Technical books are a great way to guide you through a topic. They’re like a map as you’re finding your way.…
We need @felipehuici and @kraft_cloud to scream even more!
We need @felipehuici and @kraft_cloud to scream even more!
It feels like KraftCloud with its unikernel-based light-weight virtualization is an competitive approach to serverless with (virtual) machines instead of functions as a service on cost and performance!
It feels like KraftCloud with its unikernel-based light-weight virtualization is an competitive approach to serverless with (virtual) machines instead of functions as a service on cost and performance!
There are multiple ways to think about it (here's my attempt at it) These ML models are essentially doing numerical computations and therefore they need the data to be represented in numerical format. This is typically done by representing the input data sample as a feature…
There are multiple ways to think about it (here's my attempt at it) These ML models are essentially doing numerical computations and therefore they need the data to be represented in numerical format. This is typically done by representing the input data sample as a feature…
Phil Eaton @eatonphil
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DRH explaining why SQLite compiles SQL to byte code 👇
@gorilla0513 When I first wrote SQLite, I didn't know much about SQL database engines. But I was familiar with compilers. So it was natural for me to treat the problem of writing an SQL database engine as a compiler-construction problem. Hence, SQLite compiles SQL into byte-code.
Preliminary benchmarks report that fetch() will be 2x faster in Node.js v22. A few more PRs are needed to get there, but it's *very* promising*.
Sat here writing a pitch deck for a potential consulting client and I'm like "lots of experience with Linux kernel. I even find kernel bugs when I'm supposed to be finding database bugs" datastax.com/blog/how-we-tr… (Of course I used eBPF).
Premature optimization quote is badly misunderstood. Back in the day it meant micro-optimizing. Programs were simple C programs and pretty fast by default. If your architecture is not built for performance, no amount of micro-optimization will make it acceptable...
This kind of quote only makes sense in a universe where the majority of programmers by default write code that performs reasonably well. Unfortunately the vast majority of programmers today write code that performs awful by default. Also, you can't "make it fast" after the…
We've reached a small but exciting milestone for OpenDevin, the open source AI software engineer -- OpenDevin sends a pull request to the OpenDevin repo. You can see the PR here: github.com/OpenDevin/Open…
Are you interested in working with FPGAs and Operating Systems? Let me know! We are looking for a PhD student to join our group!
@penberg @nikitabase @neondatabase I Don’t think they was designed for low-latency anything
If I ever write another book, the book will cover Formal Methods in Distributed Systems 🏴☠️ That's a long way off tho, I'm still recovering from writing my first book 💀 x.com/dominiktornow/…
Do you want to excel in distributed systems?! My advice: Learn formal methods How to get started?! Formal methods are powerful thinking tools, helping you analyze complex problems with accurately and concisely A few basic concepts are enough to get started to think about…
Do you want to excel in distributed systems?! My advice: Learn formal methods How to get started?! Formal methods are powerful thinking tools, helping you analyze complex problems with accurately and concisely A few basic concepts are enough to get started to think about…
Memory is coming to ChatGPT. What does it mean for vector databases? Are we going to keep building them RAGs? What will open source models do? openai.com/blog/memory-an…
☀️our #EdgeSys community gathered at the beautiful #Athens with @dbermbach winning best paper award👍look forward to greeting you next year in #Rotterdam! @edge_sys @EuroSys_conf @atary @HMarijn @Ella_Peltonen @sznby @SPATIAL_H2020 @Lab_CPI @BrandicIvona @TPMTUDelft @TUDelft_AI
@penberg Yes, it's good to try some assembly and C from time to time. Otherwise, you don't appreciate what Rust compiler does for you 🤣
@penberg @tursodatabase Start writing more and coding less then the real competition can begin
@StevenDSanders @PlanetScale @neondatabase @tursodatabase @capajj @tursodatabase @glcst @penberg where do the spikes come from?
A new file format from Meta that could be a successor to Parquet: github.com/facebookextern…. Now if only we could get a #rustlang implementation of the spec. Obviously, any Parquet replacement will take years to really gather momentum, but the features had me nodding in agreement.
lowest latency and least spiky.
Stumbled across a great performance comparison of popular serverless SQL database providers (@PlanetScale, @neondatabase, @tursodatabase) by @capajj
Last week Vercel announced they were giving up on the edge, and I wrote some words about it. Now I decided to write a full-length article to investigate that in more details. tl;dr: "edge" became a contentious term, but there's still great latency advantage to geo-replicating…