The Linux Foundation
The Linux Foundation
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  • Просмотров 17 436 865
LF Live Webinar: Demystifying Kubernetes Observability with Generative AI and LLMs
Sponsored by Logz.io
The use of AI and LLMs provides significant promise in lending a hand to operators overwhelmed by K8s-related alerts. LLMs are adept at processing, learning and recognizing patterns in a large volume of repetitive textual data - precisely the nature of log data and other telemetry in highly distributed and dynamic systems. They can easily be applied to observability to provide meaningful recommendations. But LLMs are not a panacea. Let’s talk about the real value vs. inflated expectations.
In this presentation we’ll discuss:
- How ChatGPT says we can use LLM in observability today
- The limitations of LLM
- How LLM can be used to simplify the user experience of complex obs...
Просмотров: 261

Видео

Navigating the Growing Diversity Challenges in OSS - Zixuan Feng & Diane Mueller
Просмотров 23214 дней назад
Navigating the Growing Diversity Challenges in OSS - Zixuan Feng, Oregon State University & Diane Mueller, Bitergia Open source software (OSS) thrives on diversity, inclusivity, and a global community of contributors. However, beneath this ideal lies a complex reality of challenges in maintaining a truly diverse and inclusive environment. This talk delves into these challenges, drawing from yea...
Breaking Barriers: Triumphs of Cultural Diversity in Global OS... Rajas Kakodkar & Nikhita Raghunath
Просмотров 8414 дней назад
Breaking Barriers: Triumphs of Cultural Diversity in Global OSS Communities - Rajas Kakodkar & Nikhita Raghunath, VMware This session explores the remarkable journey of Indian contributors within the global open source community, where they have experienced a six fold growth in projects like Kubernetes. From understanding the catalysts behind this surge to extracting valuable insights, the talk...
Panel Discussion: CHAOSS DEI Project Badging
Просмотров 8614 дней назад
Panel Discussion: CHAOSS DEI Project Badging - Matt Germonprez, CHAOSS / University of Nebraska at Omaha; Elizabeth Barron, EB Technical Consulting LLC; Enock Kasaadha, CHAOSS; Emilio Salvador, GitLab; Sarah Oyetubo, GitHub DEI Project Badging is an initiative developed at the CHAOSS project to recognize open source projects that exemplify best practices for diversity, equity, and inclusion (DE...
Diversity in Open Source, an Asian Perspective - Masae Shida, VMware UK
Просмотров 14114 дней назад
Diversity in Open Source, an Asian Perspective - Masae Shida, VMware UK Many open source communities struggle to achieve strong community participation from Asia despite the region representing 60% of the entire world population. Although there are numerous participants from India and China, the number is disproportionately low when compared with US and Europe. An obvious reason could be time z...
Beyond Code: Recognizing the Crucial Role of 'Glue Work' in Open Source - Zixuan Feng & Julia Furst
Просмотров 18914 дней назад
Beyond Code: Recognizing the Crucial Role of 'Glue Work' in Open Source - Zixuan Feng, Oregon State University & Julia Furst, Veeam Contributions to Open Source are more than just code. Imagine a project operating seamlessly, where the spotlight shines brightly on the lead code contributions. Yet, there exists an ensemble of contributors behind the scenes who often go unnoticed - they welcome n...
Squashing DEI Bugs in Open Source Projects: How to Find and Resolve Common Barriers to... Georg Link
Просмотров 12614 дней назад
Squashing DEI Bugs in Open Source Projects: How to Find and Resolve Common Barriers to Contribution - Georg Link, Bitergia Open source software projects are hyper-collaborative environments but surveys reveal that project members lack diversity. There are many reasons why open source projects appear uninviting to people of underrepresented groups. We would consider these reasons “bugs” if the s...
Beyond the Trend: Authentic Approaches to Fostering Diversity in Open Source - Jessica Tegner
Просмотров 12614 дней назад
Beyond the Trend: Authentic Approaches to Fostering Diversity in Open Source - Jessica Tegner, jessicategner.com/ Open source is only possibly through open collaboration, and collaboration is only successful through open-mindedness to new and different perspectives. Yet, there are still many challenges when it comes to diversity in open source. How do we intentionally diversify while still bein...
Panel Discussion: Mentorship as an On-ramp to Open Source
Просмотров 11114 дней назад
Panel Discussion: Mentorship as an On-ramp to Open Source - Emily Lovell, University of California, Santa Cruz; Kendall Nelson, The OpenInfra Foundation; Tyler Menezes, CodeDay; Kevin Wang, Mentors in Tech; Jonathan Starr, NumFOCUS Open source has a lot to offer potential contributors! Contributing to a project is a great way to build a technical portfolio, learn industry tools/practices, and h...
Lightning Talk: Open Source GenAI: A Community-Powered Future - Ofer Hermoni, LF AI & Data
Просмотров 12614 дней назад
Lightning Talk: Open Source GenAI: A Community-Powered Future - Ofer Hermoni, LF AI & Data In this dynamic lightning talk, we'll explore the transformative role of open-source projects in shaping the future of Generative AI (GenAI). Our journey at the Linux Foundation AI & Data has been marked by an unwavering commitment to providing the developer community with educational resources previously...
Lightning Talk: Shipping an Open Service - Evan Anderson, Stacklok
Просмотров 7714 дней назад
Lightning Talk: Shipping an Open Service - Evan Anderson, Stacklok Running your own open source and consuming software as a service feel like two different ends of a software continuum. But, as a software producer, the two can be closer than you might think. At Stacklok, we've open-sourced Minder, our tool for managing supply chains at scale. Partially, this was because we deeply believe that o...
LF Live Webinar: You Don’t Know Shift Left Security
Просмотров 30714 дней назад
Sponsored by: Outshift by Cisco In an industry buzzing with the phrase 'Shift Left Security,' it's easy for developers to feel the pressure of mastering security on top of their existing responsibilities. Yet, the concept need not be as daunting as it sounds. This webinar aims to clarify what 'Shift Left' truly entails and presents accessible, practical measures for developers to begin integrat...
Lightning Talk: OCI Containers for FreeBSD - Doug Rabson, FreeBSD Project
Просмотров 63914 дней назад
Lightning Talk: OCI Containers for FreeBSD - Doug Rabson, FreeBSD Project This would be a lightning talk about my work over the last 1-2 years porting Podman, Buildah and related systems to FreeBSD incuding some of the challenges along the way and future plans.
Lightning Talk: Optimizing Security Container Runtime's Network Performance with Modula... Anqi Shen
Просмотров 13514 дней назад
Lightning Talk: Optimizing Security Container Runtime's Network Performance with Modula... Anqi Shen
Lightning Talk: Accelerate WebAssembly AI with Backend Graph Compliers on a Wide Vari... Tiejun Chen
Просмотров 12714 дней назад
Lightning Talk: Accelerate WebAssembly AI with Backend Graph Compliers on a Wide Variety of AI HW Accelerators - Tiejun Chen, VMware In recent years WASM has been one of the hottest topics in the world of computing due to its portability, small size, fast loading, and compatibility. And given these advantages, WebAssembly is an ideal technology based on sandbox schemes for modern applications i...
Usernetes Gen2: Kubernetes in Rootless Docker, with Multiple Nodes - Akihiro Suda, NTT
Просмотров 15814 дней назад
Usernetes Gen2: Kubernetes in Rootless Docker, with Multiple Nodes - Akihiro Suda, NTT
Lightning Talk: Shipping Container Runtimes as Systemd-Sysext Images - Krish Jain, UR
Просмотров 14214 дней назад
Lightning Talk: Shipping Container Runtimes as Systemd-Sysext Images - Krish Jain, UR
Lightning Talk: EROFS: An Image-based Filesystem for Containers - Xiang Gao & Tianyi Tang
Просмотров 9014 дней назад
Lightning Talk: EROFS: An Image-based Filesystem for Containers - Xiang Gao & Tianyi Tang
Hot Fix: Securing the Vulnerable Images with Copa - Prerit Munjal, Independent
Просмотров 6514 дней назад
Hot Fix: Securing the Vulnerable Images with Copa - Prerit Munjal, Independent
Lightning Talk: How to Get Slim with Soci and Stars: Minifying Containers with Lazy Im... Kyle Quest
Просмотров 4014 дней назад
Lightning Talk: How to Get Slim with Soci and Stars: Minifying Containers with Lazy Im... Kyle Quest
CDI: The Future of Specialized Hardware in Containers - Christopher Desiniotis, NVIDIA
Просмотров 32314 дней назад
CDI: The Future of Specialized Hardware in Containers - Christopher Desiniotis, NVIDIA
Optimizing Container Registry Storage: Introducing Blob De-Duplication for Accurate... Brandon Caton
Просмотров 6814 дней назад
Optimizing Container Registry Storage: Introducing Blob De-Duplication for Accurate... Brandon Caton
Confidential Containers with the Crun-Krun Container Runtime - Tyler Fanelli, Red Hat
Просмотров 17214 дней назад
Confidential Containers with the Crun-Krun Container Runtime - Tyler Fanelli, Red Hat
Welcome + Opening Remarks - Phil Estes, Principal Engineer, AWS & OCI TOC Board Member
Просмотров 14414 дней назад
Welcome Opening Remarks - Phil Estes, Principal Engineer, AWS & OCI TOC Board Member
Kata Containers: Security and Containers Without Compromise - Ildiko Vancsa, Open Infrastructure Fnd
Просмотров 22914 дней назад
Kata Containers: Security and Containers Without Compromise - Ildiko Vancsa, Open Infrastructure Fnd
LF Live Webinar: UXL Foundation: Drive an Open Standard Accelerator Software Ecosystem
Просмотров 35614 дней назад
LF Live Webinar: UXL Foundation: Drive an Open Standard Accelerator Software Ecosystem
Digging into Valkey - Madelyn Olson & Kyle Davis, Valkey
Просмотров 38014 дней назад
Digging into Valkey - Madelyn Olson & Kyle Davis, Valkey
Open-Source Contribution Update: Shell Over BLE - Luis Ubieda, Croxel, Inc.
Просмотров 22421 день назад
Open-Source Contribution Update: Shell Over BLE - Luis Ubieda, Croxel, Inc.
Keynote: Open Source Databases and the Future of GenAI - Sirish Chandrasekaran
Просмотров 34221 день назад
Keynote: Open Source Databases and the Future of GenAI - Sirish Chandrasekaran
Working with the Community: A Timeline for Adding Support for a New Board in Zephyr - Daniel Baluta
Просмотров 14321 день назад
Working with the Community: A Timeline for Adding Support for a New Board in Zephyr - Daniel Baluta