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  • Liked Kent Beck
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    Kent Beck - TBA

    Kent Beck
    Kent Beck
    Author
    Extreme Programming
    schedule 1 month ago
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    60 Mins
    keynote
    Intermediate

    Coming Soon...

  • Liked Brendan Gregg
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    Brendan Gregg - Cloud Performance Root Cause Analysis at Netflix

    Brendan Gregg
    Brendan Gregg
    Sr. Performance Architect
    Netflix
    schedule 4 months ago
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    60 Mins
    keynote
    Intermediate
    At Netflix, improving the performance of our cloud means happier customers and lower costs, and involves root cause analysis of applications, runtimes, operating systems, and hypervisors, in an environment of 150k cloud instances that undergo numerous production changes each week. Apart from the developers who regularly optimize their own code, we also have a dedicated performance team to help with any issue across the cloud, and to build tooling to aid in this analysis. In this session we will summarize the Netflix environment, procedures, and tools we use and build to do root cause analysis on cloud performance issues. The analysis performed may be cloud-wide, using self-service GUIs such as our open source Atlas tool, or focused on individual instances, and use our open source Vector tool, flame graphs, Java debuggers, and tooling that uses Linux perf, ftrace, and bcc/eBPF. You can use these open source tools in the same way to find performance wins in your own environment.
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  • Liked Anita Sengupta
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    Anita Sengupta - TBA

    60 Mins
    keynote
    Intermediate

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  • Liked Juliet Hougland
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    Juliet Hougland - TBA

    50 Mins
    Talk
    Intermediate

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  • Liked Gil Tene
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    Gil Tene - TBA

    Gil Tene
    Gil Tene
    CTO & Co-Founder
    Azul Systems
    schedule 1 week ago
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    50 Mins
    Talk
    Intermediate

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  • Liked Michelle Casbon
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    Michelle Casbon - Kubeflow Explained: NLP Architectures on Kubernetes

    Michelle Casbon
    Michelle Casbon
    Sr. Engineer
    Google
    schedule 3 weeks ago
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    50 Mins
    Talk
    Intermediate

    There's more to a Natural Language Processing (NLP) application than an ensemble of models. Much more! Like any traditional application, there is an entire ecosystem of supporting tools that enables core ML functionality. How do you choose the best ones? Which ones can you do without? How do you maintain context when the complexity of such a system gets out of hand?

    In this session, you will learn how to deploy the full scope of an NLP application on Kubernetes with Kubeflow. The guiding principles of a robust and resilient system are explained and used as the foundation for defining a specific architecture. Techniques for modifying and maintaining it over time are described. Find out what Kubeflow currently supports and the long-term vision for the project, presented by a project contributor.

  • Liked Randy Shoup
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    Randy Shoup - TBA

    50 Mins
    Talk
    Intermediate

    Coming Soon...

  • Liked Neal Ford
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    Neal Ford - TBA

    50 Mins
    Talk
    Intermediate

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  • Liked Christine Yen
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    Christine Yen - The Problem with Pre-aggregated Metrics

    Christine Yen
    Christine Yen
    Co-Founder
    Honeycomb
    schedule 1 month ago
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    50 Mins
    Talk
    Intermediate

    Pre-aggregated metrics and time series form the backbone of many monitoring setups and have many redeeming qualities, but simply aren't sufficient for capturing the many ways things can go wrong in modern or complex systems. Problems inherent in the concepts behind and implementation of pre-aggregated metrics prevent them from being effective for any sort of debugging or diagnostics; we'll talk about why that is, and what techniques we should be leaning on instead.

  • Liked Michael Nygard
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    Michael Nygard - TBA

    50 Mins
    Talk
    Intermediate

    Coming Soon...

  • Liked Kevlin Henney
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    Kevlin Henney - TBA

    50 Mins
    Talk
    Intermediate

    Coming Soon...

  • Liked Chad Fowler
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    Chad Fowler - TBA

    Chad Fowler
    Chad Fowler
    CTO
    Microsoft
    schedule 1 month ago
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    50 Mins
    Talk
    Intermediate

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  • Liked Jake Ginnivan
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    Jake Ginnivan - TBA

    50 Mins
    Talk
    Intermediate

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  • Liked Barry O’Reilly
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    Barry O’Reilly - Unlearn: Let Go of Past Success to Achieve Extraordinary Results

    Barry O’Reilly
    Barry O’Reilly
    founder and CEO
    ExecCamp
    schedule 2 months ago
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    50 Mins
    Talk
    Intermediate

    Today leaders are facing exponential innovation curves, and constant challenges to adapt, succeed and help their businesses survive business. But when leaders begin to rely on past achievements, old behaviors and thinking that no longer work, they need to take a step back—and unlearn. Barry O’Reilly shows leaders his transformative system to intentionally move away from once-useful mindsets and behaviors that were effective in the past, but now limit success. Good leaders know they need to continuously learn. But great leaders recognize when to unlearn the past to succeed in to the future. This talk shows them the way.

  • Liked Sid Anand
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    Sid Anand - TBA

    Sid Anand
    Sid Anand
    Chief Data Engineer
    Paypal
    schedule 2 months ago
    Sold Out!
    50 Mins
    Talk
    Intermediate

    Coming Soon...

  • Liked Matt Ranney
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    Matt Ranney - TBA

    Matt Ranney
    Matt Ranney
    Sr. Staff Engineer
    Uber
    schedule 4 months ago
    Sold Out!
    50 Mins
    Talk
    Intermediate

    Coming Soon...

  • Liked Jessica Kerr
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    Jessica Kerr - TBA

    Jessica Kerr
    Jessica Kerr
    Developer
    Stripe
    schedule 4 months ago
    Sold Out!
    50 Mins
    Talk
    Intermediate

    Coming Soon...

  • Liked Dave Thomas
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    Dave Thomas - TBA

    Dave Thomas
    Dave Thomas
    Publisher
    Pragmatic Programmers, LLC
    schedule 4 months ago
    Sold Out!
    50 Mins
    Talk
    Intermediate

    Coming Soon...

  • Liked Cat Swetel
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    Cat Swetel - The Metrics You Should Use (but probably don't)

    Cat Swetel
    Cat Swetel
    ...
    ...
    schedule 4 months ago
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    50 Mins
    Talk
    Intermediate

    Have you ever had a gut feeling a project is about to go off course but no way to validate (or invalidate) that feeling? Has your team ever been burned by an inaccurate estimate or unreasonable expectation? Have you ever wished you could peer a bit into the future?

    Navigating the uncertainty of knowledge work is often difficult and uncomfortable. During this session, you’ll learn new ways to visualize your team’s reliability and variability of delivery using the data you already collect. Instead of relying entirely on your gut or laboring over estimates, you’ll learn to predict outcomes and describe their likelihood. While this session won’t teach you to eliminate uncertainty or allow you to see the future, it will provide you with tools to explore and chart a reasonable course through the inherent ambiguity of knowledge work.

  • Liked Bridget Kromhout
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    Bridget Kromhout - Cloud, Containers, Kubernetes

    50 Mins
    Talk
    Intermediate

    Microsoft issued me a Mac when they hired me to help people use Linux on Azure. If this sounds like the beginning of a nerdy joke, it’s because we need to question long-held opinions, let go of deeply-cherished stereotypes, and welcome this new era of open collaboration.

    Let’s take the 10,000 foot tour of today’s cloud, containers, and orchestration landscape before diving into specifics we can use when making calls on microservices, backing data stores, and app decomposition. We’ll talk public cloud, containers, and k8s from the “Open at Microsoft” perspective!

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