Presentations
Investing in mentorship relationships can help to grow and sustain OSS communities. Meanwhile, mentees can benefit from a sense of belonging, alongside technical learning and professional development. Join us for a conversation about four mentorship initiatives serving as onramps to open source, especially for those minoritized in tech. We’ll discuss how these collaborations have been beneficial to everyone involved, and how such efforts can be beneficial to you as a potential mentor, maintainer, or mentee.
The implemented solution is based on the idea of injecting headers along the way for each of the mesh components. The latency is measured by Envoy sidecars on the request flow, and measurements are injected into it. By subtracting between measurement values, we can isolate and construct fitted histograms, and thus, we can allow high accuracy, which contributes to early incident detection time.
Organizations face mounting challenges managing the vast data their systems generate, and traditional monitoring often struggles to keep up with this complexity. This session explores how AI and Large Language Models (LLMs) are transforming observability by automating data analysis, detecting anomalies, streamlining interactions, and supporting post-incident learning. Through real-world examples, we’ll see how AI-driven observability uncovers hidden patterns, reduces false alarms, and accelerates correlation discovery, enabling faster, more accurate issue resolution and a clearer understanding
OpenStack emerged in 2010 it made sense to use Ubuntu One as their authentication platform. 15 years later OpenStack has become OpenInfra and tools to support one project now need to support several aligned technologies on a single platform, OpenDev. The sysadmins have integrated Keycloak as an Identity broker and authorisation provider but this uncovers several challenges: Keycloak doesn't support OpenID (needed by Ubuntu One); a tool is needed to pre-load keycloak with some user mappings; Keycloak is written in Java. Join the OpenDev Sysadmins as they find the path from problem to solution.
As generative AI moves into production, developers face unprecedented security challenges beyond traditional approaches. This session examines how groups like OpenSSF and OPEA are developing frameworks and best practices for GenAI security. Learn about emerging threat taxonomies, practical security patterns, and community-driven initiatives addressing concerns from prompt injection to model supply chain security. Gain insights into work-in-progress standards being shaped by open source collaboration, and discover how to apply these evolving best practices to secure your GenAI applications.
Tigris is a globally distributed S3 compatible object storage, where buckets are no longer tied to a region. In this talk, we share our journey about how we use metrics, traces and logs.
The OpenTelemetry Collector plays a crucial role in the observability ecosystem, but what about the observability of the Collector itself? How do you know if your Collector or fleet of Collectors is performing well? What do you do if there’s a problem?
In this session, Adriana and Reese will teach you about the critical aspects of monitoring the Collector, including key metrics and indicators that provide insights into its health, performance, and efficacy. They’ll also discuss the tools and techniques for setting up a robust monitoring solution for the Collector.
Uncover the risks of online payment processing and how to safeguard against them. Understand what motivates cyber criminals across three major attack types and learn effective strategies for detection and mitigation.
This talk presents the architecture and implementation of a real-time voice understanding system for retail environments, powered by open source AI technologies and deployed on NVIDIA Jetson devices. The system integrates automatic speech recognition (ASR) and large language models (LLMs) to process customer interactions in real-time, enabling conversation understanding, summarization, and sentiment analysis. We will explore system architecture design, selection and evaluation of ASR and LLM models, design trade-offs between latency and accuracy, and share performance test results.
Explore how open source communities, like the OpenInfra ecosystem, are driving innovation in response to global IT challenges such as AI workloads, licensing shifts, and digital sovereignty. We will discuss how OpenInfra technologies, including OpenStack, Kata Containers, and StarlingX, are shaping the future of infrastructure, with insights from Walmart’s Gerald Bothello on their decade of OpenStack-powered private clouds. This keynote will also include a message from our Headline Sponsors and updates from the Kata Containers, OpenStack, StarlingX, and Zuul communities.