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Large Language Models for Code: Exploring the Landscape, Opportunities, and Challenges
Video with transcript included on InfoQ: bit.ly/3VIQxPm
Loubna Ben Allal discusses Large Language Models (LLMs), exploring the current developments of these models, how they are trained, and how they can be leveraged with custom codebases.
#LLMs #AI #ML
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zhlédnutí: 587

Video

Effective Performance Engineering at Twitter-Scale
zhlédnutí 2,6KPřed dnem
Video with transcript included on InfoQ: bit.ly/3VH33iq Yao Yue recapitulates scaling a project at Twitter while summarizing some key lessons learned about effective performance engineering. #DevOps #Performance #Scalability ........................................................................................................... Follow InfoQ: - Mastodon: techhub.social/@infoq - Twitter: twitt...
Architecting for High Availability in the Cloud with Cellular Architecture
zhlédnutí 1,7KPřed 21 dnem
InfoQ Dev Summit Boston, a two-day conference of actionable advice from senior software developers hosted by InfoQ, will take place on June 24-25, 2024 Boston, Massachusetts. Deep-dive into 20 talks from senior software developers over 2 days with parallel breakout sessions. Clarify your immediate dev priorities and get practical advice to make development decisions easier and less risky. Regis...
Relational Data at the Edge
zhlédnutí 1,2KPřed měsícem
InfoQ Dev Summit Boston, a two-day conference of actionable advice from senior software developers hosted by InfoQ, will take place on June 24-25, 2024 Boston, Massachusetts. Deep-dive into 20 talks from senior software developers over 2 days with parallel breakout sessions. Clarify your immediate dev priorities and get practical advice to make development decisions easier and less risky. Regis...
How to Get Tech-Debt on the Roadmap
zhlédnutí 1,6KPřed měsícem
InfoQ Dev Summit Boston, a two-day conference of actionable advice from senior software developers hosted by InfoQ, will take place on June 24-25, 2024 Boston, Massachusetts. Deep-dive into 20 talks from senior software developers over 2 days with parallel breakout sessions. Clarify your immediate dev priorities and get practical advice to make development decisions easier and less risky. Regis...
Streamlining Cloud Development with Deno
zhlédnutí 976Před měsícem
InfoQ Dev Summit Boston, a two-day conference of actionable advice from senior software developers hosted by InfoQ, will take place on June 24-25, 2024 Boston, Massachusetts. Deep-dive into 20 talks from senior software developers over 2 days with parallel breakout sessions. Clarify your immediate dev priorities and get practical advice to make development decisions easier and less risky. Regis...
Million Dollar Lines of Code: an Engineering Perspective on Cloud Cost Optimization
zhlédnutí 1,8KPřed měsícem
InfoQ Dev Summit Boston, a two-day conference of actionable advice from senior software developers hosted by InfoQ, will take place on June 24-25, 2024 Boston, Massachusetts. Deep-dive into 20 talks from senior software developers over 2 days with parallel breakout sessions. Clarify your immediate dev priorities and get practical advice to make development decisions easier and less risky. Regis...
JavaScript: Empowered by Rust
zhlédnutí 1KPřed 2 měsíci
InfoQ Dev Summit Boston, a two-day conference of actionable advice from senior software developers hosted by InfoQ, will take place on June 24-25, 2024 Boston, Massachusetts. Deep-dive into 20 talks from senior software developers over 2 days with parallel breakout sessions. Clarify your immediate dev priorities and get practical advice to make development decisions easier and less risky. Regis...
NIST 800-207A: Implementing Zero Trust Architecture
zhlédnutí 2,2KPřed 2 měsíci
InfoQ Dev Summit Boston, a two-day conference of actionable advice from senior software developers hosted by InfoQ, will take place on June 24-25, 2024 Boston, Massachusetts. Deep-dive into 20 talks from senior software developers over 2 days with parallel breakout sessions. Clarify your immediate dev priorities and get practical advice to make development decisions easier and less risky. Regis...
How Netflix Really Uses Java
zhlédnutí 47KPřed 2 měsíci
InfoQ Dev Summit Boston, a two-day conference of actionable advice from senior software developers hosted by InfoQ, will take place on June 24-25, 2024 Boston, Massachusetts. Deep-dive into 20 talks from senior software developers over 2 days with parallel breakout sessions. Clarify your immediate dev priorities and get practical advice to make development decisions easier and less risky. Regis...
Navigating AI, Platform Engineering, and Staff-Plus: InfoQ Dev Summit Preview
zhlédnutí 697Před 2 měsíci
InfoQ Dev Summit Boston, a two-day conference of actionable advice from senior software developers hosted by InfoQ, will take place on June 24-25, 2024 Boston, Massachusetts. Deep-dive into 20 talks from senior software developers over 2 days with parallel breakout sessions. Clarify your immediate dev priorities and get practical advice to make development decisions easier and less risky. Regis...
Redesigning OLTP for a New Order of Magnitude
zhlédnutí 2,3KPřed 2 měsíci
InfoQ Dev Summit Boston, a two-day conference of actionable advice from senior software developers hosted by InfoQ, will take place on June 24-25, 2024 Boston, Massachusetts. Deep-dive into 20 talks from senior software developers over 2 days with parallel breakout sessions. Clarify your immediate dev priorities and get practical advice to make development decisions easier and less risky. Regis...
Generally AI Episode 5: Making Waves
zhlédnutí 461Před 3 měsíci
In this episode of the Generally AI podcast, hosts Roland and Anthony explore the fascinating world of audio waves by discussing the history of Fourier analysis and how the Fast Fourier Transform (FFT) revolutionized signal processing with its efficiency. They then shift to song recognition apps like Shazam and their underlying algorithms: breaking songs into snippets and using techniques such ...
AWS Lambda Under the Hood
zhlédnutí 4KPřed 3 měsíci
InfoQ Dev Summit Boston, a two-day conference of actionable advice from senior software developers hosted by InfoQ, will take place on June 24-25, 2024 Boston, Massachusetts. Deep-dive into 20 talks from senior software developers over 2 days with parallel breakout sessions. Clarify your immediate dev priorities and get practical advice to make development decisions easier and less risky. Regis...
How Netflix Ensures Highly-Reliable Online Stateful Systems
zhlédnutí 5KPřed 3 měsíci
InfoQ Dev Summit Boston, a two-day conference of actionable advice from senior software developers hosted by InfoQ, will take place on June 24-25, 2024 Boston, Massachusetts. Deep-dive into 20 talks from senior software developers over 2 days with parallel breakout sessions. Clarify your immediate dev priorities and get practical advice to make development decisions easier and less risky. Regis...
Generally AI Episode 4: Sold Out!
zhlédnutí 464Před 3 měsíci
Generally AI Episode 4: Sold Out!
Generally AI Episode 3: The Founders of CS and AI
zhlédnutí 503Před 4 měsíci
Generally AI Episode 3: The Founders of CS and AI
Managing 238M Memberships at Netflix
zhlédnutí 3,8KPřed 4 měsíci
Managing 238M Memberships at Netflix
The Rise of the Serverless Data Architectures
zhlédnutí 1,7KPřed 4 měsíci
The Rise of the Serverless Data Architectures
From Open Source to SaaS: the Journey of ClickHouse
zhlédnutí 1,2KPřed 4 měsíci
From Open Source to SaaS: the Journey of ClickHouse
Reliable Architectures through Observability
zhlédnutí 2,5KPřed 4 měsíci
Reliable Architectures through Observability
Generally AI Episode 2: AI-Generated Speech and Music
zhlédnutí 569Před 4 měsíci
Generally AI Episode 2: AI-Generated Speech and Music
Sam Partee on Retrieval Augmented Generation (RAG)
zhlédnutí 650Před 4 měsíci
Sam Partee on Retrieval Augmented Generation (RAG)
How to Build a Reliable Kafka Data Processing Pipeline, Focusing on Contention, Uptime and Latency
zhlédnutí 1,9KPřed 4 měsíci
How to Build a Reliable Kafka Data Processing Pipeline, Focusing on Contention, Uptime and Latency
Shreya Rajpal on Guardrails for Large Language Models
zhlédnutí 622Před 4 měsíci
Shreya Rajpal on Guardrails for Large Language Models
Amazon DynamoDB Distributed Transactions at Scale
zhlédnutí 1,7KPřed 5 měsíci
Amazon DynamoDB Distributed Transactions at Scale
Banking on Thousands of Microservices
zhlédnutí 2,4KPřed 5 měsíci
Banking on Thousands of Microservices
Generally AI Episode 1: Large Language Models
zhlédnutí 1,2KPřed 5 měsíci
Generally AI Episode 1: Large Language Models
Needle in a 930M Member Haystack: People Search AI @LinkedIn
zhlédnutí 1,2KPřed 5 měsíci
Needle in a 930M Member Haystack: People Search AI @LinkedIn
2023 Year in Review: AI/LLMs, Tech Leadership, Platform Engineering, and Architecture + Data
zhlédnutí 743Před 5 měsíci
2023 Year in Review: AI/LLMs, Tech Leadership, Platform Engineering, and Architecture Data

Komentáře

  • @sammyjankis2783
    @sammyjankis2783 Před dnem

    The punch line is 40:28 to 42:28. Very clever.

  • @SiiriMountcastle
    @SiiriMountcastle Před dnem

    It's refreshing to be in a space where ego takes a backseat to the pursuit of truth. It fosters a culture of mutual respect.👄

  • @juliocesartorrescama5661

    starts at 30:06

  • @James-mk8jp
    @James-mk8jp Před 3 dny

    Slack is slow as sh*t great job keith

  • @shaikabdussalaam5431

    You really have a " hands-on" approach of teaching this. : )

  • @hrishabhg
    @hrishabhg Před 8 dny

    Great talk , lot of computer fundamentals😀

  • @hanamohammadabdalla4102

    Keep it going .

  • @davidporter6041
    @davidporter6041 Před 9 dny

    It's a testament to the Twitter eng team that it remained as stable as it did during the layoffs and more recent ... rework

  • @eyad880
    @eyad880 Před 10 dny

    It's funny how Twitter performance improved when she got laid off

    • @arhyth
      @arhyth Před 9 dny

      improved? can't even reliably fetch older tweets now unless you sit on it. but at least we get a thousand spammy replies unrelated to any trending tweet LOL

  • @mohamedfouad1309
    @mohamedfouad1309 Před 11 dny

    Wow, great presentation

  • @rmbl349
    @rmbl349 Před 12 dny

    Thx, I can see all the new shiny projects I get because chicken engieers start to feel the necessity to switch to graphql because netflix did. Thx for the microservice money @netflix

  • @Besi812
    @Besi812 Před 16 dny

    I say thinks that i don't know what I think. 100% true

  • @kienphan6436
    @kienphan6436 Před 17 dny

    Great talk thank you

  • @ForeverNils
    @ForeverNils Před 19 dny

    1:10 20 deploys per day?? wow. 120 micro services .... is it ok?

  • @ForeverNils
    @ForeverNils Před 19 dny

    hard to listen annoying "a" and "am", why can't you speak normally?

  • @raman1911
    @raman1911 Před 21 dnem

    But... we have a problem 🙂

  • @cheeto4950
    @cheeto4950 Před 22 dny

    I built this in google sheets :)

  • @ares1647
    @ares1647 Před 24 dny

    I keep coming back to this video, absolutely amazing presentation and information is invaluable.

  • @yannikolmohake3694
    @yannikolmohake3694 Před měsícem

    🔥

  • @Kabodanki
    @Kabodanki Před měsícem

    That dude explaining his divorce near the mic is annoying

  • @Ondraasha
    @Ondraasha Před měsícem

    Nothing revolutionary. Just a pragmatic approach. Well done.

  • @r_j_p_
    @r_j_p_ Před měsícem

    Truth revealed. "Netflix is basically a Java Shop". Not Nodejs, not Rust, not Golang. Good ole Java. How the fanboys will howl!

  • @Masmikh
    @Masmikh Před měsícem

    I judged too soon. And I am sorry for that. You presentation was awesome!. One of the best on this matter actually.

  • @ryanquinn1257
    @ryanquinn1257 Před měsícem

    FALCOR mentioned! Cool look at what path I’m starting to go down

  • @aravindram1480
    @aravindram1480 Před měsícem

    What does this guy upto now. His presentation is freaking boring

  • @tesilab994
    @tesilab994 Před měsícem

    Crockford missed a simple epiphany with falling through on case statements. He went from advocating them as useful, to deprecating them as causing errors. But a simple rule would be to allow multiple case statements provided they all shared one body terminating in break at the end. That would clearly be purposeful.

  • @ssg6499
    @ssg6499 Před měsícem

    Revisiting java after a decade, it has become shockingly functional! Nice to see a convergence in styles from varied programming perspectives.

  • @cestlacroix
    @cestlacroix Před měsícem

    great video

  • @caspera3193
    @caspera3193 Před měsícem

    Meh, seems totally feasible to do with 3 engineers

  • @k_tully
    @k_tully Před měsícem

    Excellent work.

  • @user-xg5oq2ks6z
    @user-xg5oq2ks6z Před měsícem

    Primeagen never mentioned that Java is used at Netflix

    • @Kunal-k-u-m-a-r
      @Kunal-k-u-m-a-r Před měsícem

      he is not the only employee at netflix

    • @PhucNguyen-yv8pg
      @PhucNguyen-yv8pg Před měsícem

      Actually he did say Netflix uses java in his DSA course

    • @ricardopieper11
      @ricardopieper11 Před měsícem

      He did say multiple times they use Java at Netflix, he even worked with Groovy at some point.

    • @daltonyon
      @daltonyon Před měsícem

      I hear he saying multiple times that netflix uses Java

    • @gillesashley9314
      @gillesashley9314 Před měsícem

      Well, but is there really any big tech company who do not use Java?

  • @arhyth
    @arhyth Před měsícem

    for a second i thought i was listening to erik meijer :)

  • @carnelyve866
    @carnelyve866 Před měsícem

    Can't wait for them to deprecate all of this in a few years and have the rest of the industry scrambling for help for copying them thinking they were netflix.

  • @deconcoder
    @deconcoder Před měsícem

    Given that the view count here is lower than a typical review of a new hose bib in the plumbing department at home depot, I guess the FP conquest of all programming via Monad Consciousness is still not ready for Rapture.

  • @borisjoffe
    @borisjoffe Před měsícem

    dhh said they spent tons of time optimizing cloud costs and it was still overpriced - that's why the switched to their own servers. The fact that it's so easy to make mistakes costing millions is a serious problem with the cloud. If you look at the basic economics, cloud companies have to make a profit, so they're going to charge more for a server. And the layers of virtualization hurt performance compared to a bare server. So for many companies with steady traffic, on-premise is simpler and cheaper. For services with very variable demand, the cloud can be more cost effective

    • @mihaisagungureanu3070
      @mihaisagungureanu3070 Před 8 dny

      It's a new way of working. Don't forget you CAN set budgets and stop the phenomenon when it hits the limits. The cloud sliced and diced the resources to the single "write" on the storage. That's what you pay for. You need to think on the same abstraction level when you code.

    • @borisjoffe
      @borisjoffe Před 7 dny

      ​@@mihaisagungureanu3070 Setting budgets is definitely good, but for most companies and most applications, using ultra-specific cloud tools, Kubernetes, Docker, cloud functions, etc is just overkill and increases vendor lock-in. A cheap fixed-price per month server with nginx, your app backend, and a database is enough for most companies

  • @user-ds9kf7rs5t
    @user-ds9kf7rs5t Před měsícem

    Very insightful presentation. Is Schema Registry, Schema Lenses are also open-sourced?

  • @KamilHussainShaikh
    @KamilHussainShaikh Před měsícem

    Thank you for the easy and clear explanation with an example 🥳

  • @_thehunter_
    @_thehunter_ Před měsícem

    fuck deno

  • @hechen236
    @hechen236 Před měsícem

    good talk 👍

  • @gogira
    @gogira Před měsícem

    jafa

  • @fahadshek8259
    @fahadshek8259 Před měsícem

    2024 watching 🙂

  • @hechen236
    @hechen236 Před měsícem

    Interesting talk 👍

  • @ChristopherHaws90
    @ChristopherHaws90 Před měsícem

    A SQL Engine is essentially an OS

  • @hechen236
    @hechen236 Před měsícem

    Nice talk 👍

  • @canismajorisvy
    @canismajorisvy Před měsícem

    thanks for this talk!

  • @FlaviusAspra
    @FlaviusAspra Před měsícem

    So what's the single character we're talking about at 20:00?

    • @piengeng
      @piengeng Před měsícem

      typo on the company's url?

    • @AntonioDoesMetal
      @AntonioDoesMetal Před měsícem

      It was a typo in the url for the word “company” as the other person mentioned. This means that when the function download_update_metadata ran its response code was never 200 because it was a bad URL. So it fell back to doing a full download and file based hash every single time in the wake condition

  • @rob2theworld
    @rob2theworld Před měsícem

    Where is the course?

    • @infoq
      @infoq Před měsícem

      You can find the mini-book here: www.infoq.com/minibooks/java-dynamic-proxies/

  • @nceevij
    @nceevij Před měsícem

    One of the best presentation on Distributed System .

  • @era2755
    @era2755 Před 2 měsíci

    If they were really concerned about system resources, they wouldn't use Java in the first place.

    • @BB-uy4bb
      @BB-uy4bb Před měsícem

      Thats a stupid comment. It’s a trade of like everything, certainly you can improve resources usage if you go e.g. on c++, but creating and maintaining 3k c++ microservices is nearly impossible, while spring boot is a widely used, easy to develop and maintain, stable and still has a decent performance

    • @arjitmishra100
      @arjitmishra100 Před měsícem

      what a stupid take. Majority of Apache big data library are in java. Kafka is in java. Writing bad programs is not java specific.

    • @gammalgris2497
      @gammalgris2497 Před měsícem

      If you care for specific code properties then you should be careful which libraries and frameworks you use. In the worst case you have to ditch the one or other and make your own according to your specific requirements.

  • @Dom-zy1qy
    @Dom-zy1qy Před 2 měsíci

    Really interesting talk, but I really wasn't expecting *everything* to be java across netflix. Although I can imagine that comes with a lot of benefits when working on such a large product.

    • @illyam689
      @illyam689 Před 2 měsíci

      They only tell you what they want you to know, so maybe they have other workloads running on different stacks. Nevertheless, the stability of a well crafted Java-based system is hardly unparalleled

    • @carnelyve866
      @carnelyve866 Před měsícem

      Java is unbeatable for serious programming.