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11-12, August 2026
Seoul, South Korea
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Note: The schedule is subject to change.

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This schedule is automatically displayed in Korea Standard Time (KST), UTC +9. To see the schedule in your preferred timezone, please select from the drop-down menu to the right.
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Tuesday, August 11
 

09:50 KST

Keynote: Linux in the Land of LLMs - Greg Kroah-Hartman, Linux Kernel Maintainer & Fellow, The Linux Foundation
Tuesday August 11, 2026 09:50 - 10:05 KST
Recently, LLMs have changed the landscape of security issues in open source software in a radical way. This talk goes into the problems that all open source projects are having with this, and how to use the enemy's resources against them to solve the problem.
Speakers
avatar for Greg Kroah-Hartman

Greg Kroah-Hartman

Fellow, Linux Foundation

Tuesday August 11, 2026 09:50 - 10:05 KST
Grand Ballroom 2-3
  Keynote Sessions
  • Presentation Language English
  • Slides Attached Yes

11:00 KST

Building Event-Driven WebAssembly on Kubernetes: Runtime, Observability, and Security - Brandon Kang, Akamai Technologies & Nam Hai, Hylatek JSC
Tuesday August 11, 2026 11:00 - 11:30 KST
As cloud native systems evolve, WebAssembly(WASM) is emerging as a runtime that complements and sometimes challenges container based approaches. With fast startup, strong isolation, and portability, WASM enables efficient and secure event driven workloads.

In this session, we explore how to build and run the systems using WebAssembly on Kubernetes, focusing on SpinKube, an open source project that brings WASM workloads into Kubernetes.

Through a live demonstration, we will deploy and run WASM workloads using SpinKube, highlighting real workflows. We will also compare cold start and execution performance, showing millisecond startup and lower latency than traditional containers. Plus to demonstrate observability using eBPF based telemetry, we enable visibility into runtime behavior without overhead. Attendees will learn how to trace execution, monitor performance, and troubleshoot distributed WASM systems.

Finally, we will talk how WebAssembly improves security and operational efficiency by reducing the attack surface and enabling consistent execution across environments, providing a practical guide for production adoption.
Speakers
avatar for Kai Nguyen

Kai Nguyen

Software Engineer, Hylatek Co.ltd
Nam Hai is a senior backend engineer with over 12 years of experience in cloud infrastructure, serverless architecture, and blockchain technology. He has led projects across domains such as IoT, e-commerce, and decentralized finance. Currently, he is focused on building AI-powered... Read More →
avatar for Brandon Kang

Brandon Kang

Principal Technical Solutions Architect, Akamai Technologies
Brandon Kang is a Principal Technical Solutions Architect at Akamai Technologies, overseeing cloud computing products and cloud-native initiatives across Asian countries.

Before joining Akamai, he held key roles in leading technology companies, including serving as a software e... Read More →
Tuesday August 11, 2026 11:00 - 11:30 KST
Orchid 2
  Cloud + Orchestration

11:00 KST

Upstream Kernel Hardening: Recent Progress and Challenges - Gustavo A. R. Silva, Linux Kernel Self-Protection Project
Tuesday August 11, 2026 11:00 - 11:30 KST
With the release of Linux 7.0, Rust is no longer considered experimental. New and safer components are expected to be written in Rust in the near future. However, the Linux kernel still contains more than 35 million lines of code written in C. This code will remain critical for years to come and, for the benefit of everyone, must continue to be maintained, improved, and hardened where possible.

In the Linux Kernel Self-Protection Project, we care deeply about this, and we've been advancing kernel hardening upstream for several years. In this presentation, we'll review recent hardening efforts and discuss the challenges we continue to face as we work toward our ultimate goal of eliminating classes of bugs and methods of exploitation in the upstream Linux kernel.
Speakers
avatar for Gustavo A. R. Silva

Gustavo A. R. Silva

Upstream Linux Kernel Engineer, Linux Kernel Self-Protection Project
Gustavo A. R. Silva works full-time as an Upstream Linux Kernel Engineer focused on hardening and proactive security. He's spent the past several years fixing all sorts of bugs & hardening the Linux kernel. His work is supported by The Linux Foundation and the Alpha-Omega project... Read More →
Tuesday August 11, 2026 11:00 - 11:30 KST
Orchid 1
  Linux
  • Presentation Language English
  • Slides Attached Yes

11:00 KST

SBOMs Aren't Enough. Secure Your Software Supply Chain End-To-End - Yongjae Chung, New York University Secure Systems Lab & Justin Cappos, New York University
Tuesday August 11, 2026 11:00 - 11:30 KST
You probably heard that SBOMs are helpful, but did you know that an SBOM only addresses a fraction of what can go wrong in your software supply chain? The SLSA (Supply Chain Levels for Software Artifacts) specification identifies 9 distinct threat areas, spanning from source code, all the way to package distribution. Most development teams address one or two of these and call it a day, leaving gaps that real-world attacks like SolarWinds and Log4J have already exploited. We understand that it is difficult to cover all aspects when it comes to the software supply chain.

How about we make this much easier? In this talk, we will present an overview of the modern software supply chain threat model, and show how you can provide integrity throughout the whole process of your software development life cycle. We will introduce an easy-to-setup, end-to-end open source stack, built from frameworks and tools within the CNCF/OpenSSF ecosystem.
Speakers
avatar for Justin Cappos

Justin Cappos

Professor, New York University
I am a professor at NYU who has been working on software supply chain security for more than 20 years. I am a maintainer / creator of the TUF, Uptane, and in-toto projects, which are all under the LF.
avatar for Yongjae Chung

Yongjae Chung

Student, NYU-SSL
Yongjae is a Master's student at New York University. He is a contributor of gittuf, an incubating project at Open Source Security Foundation.
Tuesday August 11, 2026 11:00 - 11:30 KST
Magnolia
  Packages + Images + Containers
  • Presentation Language English
  • Slides Attached Yes

11:00 KST

Sponsored Session: A New Security Standard for the AI Era: Zero-CVE and Real-Time Threat Response - SeungEll Lee, Red Hat
Tuesday August 11, 2026 11:00 - 11:30 KST
As Generative AI and Agentic AI continue to evolve, cyberattacks have become increasingly automated. With hundreds of new CVEs disclosed every day and AI-powered attacks are automated in zero-hour, traditional security and patch management approaches have reached their limits.

This session explores how organizations can build a lightweight hardened infrastructure and a trusted Zero-CVE environment with Red Hat AI on a proven platform that leverages the strengths of the open source ecosystem. It also examines the need for autonomous defense systems and approaches to implementing them, enabling real-time threat response while maintaining infrastructure stability through controlled AI-driven automation.
Speakers
avatar for SeungEll Lee

SeungEll Lee

Enterprise Solution Architect, Red Hat
SeungEll Lee is an Enterprise Solution Architect at Red Hat Korea, who helps customers achieve business success through tailored architecture strategies for the hybrid cloud and AI era. By providing consulting services and phased transformation roadmaps, he enables customers to navigate... Read More →
Tuesday August 11, 2026 11:00 - 11:30 KST
Rose
  Safety Critical Software
  • Presentation Language English
  • Slides Attached Yes

11:40 KST

Self-Healing Rollouts: Automating Production Fixes With Agentic AI - Kevin Dubois, IBM
Tuesday August 11, 2026 11:40 - 12:10 KST
Your software rollouts to production are probably always flawless, right? For the rest of us, once in a while we do run into issues when releasing code to production. Even with robust CI/CD, production rollouts can hit unexpected snags. While in Kubernetes, ArgoCD and Argo Rollouts excels at Progressive Delivery and automated rollbacks to mitigate deployment issues, what if we could go a step further?

This session explores how to elevate your release process by integrating Agentic AI and asynchronous coding agents, with Argo Rollouts canary deployments. We'll demonstrate how an intelligent agent can automatically analyze a rollout failure, pinpointing the root cause. Beyond diagnosis, these agents can take proactive steps on your behalf, suggesting and even implementing code fixes as new pull requests, which can be redeployed automatically after PR review. This approach moves us closer to truly self-healing deployments.

Join us to learn how to combine the power of cloud native projects like Kubernetes, ArgoCD and Argo Rollouts with the autonomous capabilities of Agentic AI, achieving a release experience that is not only seamless but also resilient.
Speakers
avatar for Kevin Dubois

Kevin Dubois

Sr Principal Developer Advocate, IBM
Kevin Dubois is often featured as a (keynote) speaker at conferences around the world, where he shares his passion and knowledge about developer experience, Agentic AI, open source, cloud native development and Java. He is also an author, java Champion, and an accomplished software... Read More →
Tuesday August 11, 2026 11:40 - 12:10 KST
Orchid 2
  Cloud + Orchestration
  • Presentation Language English
  • Slides Attached Yes

11:40 KST

One Binary, Every Package Manager: Shipping a Rust CLI To PyPI, Npm, Homebrew, Winget, and Beyond - Ajit Kumar, Wellmatix
Tuesday August 11, 2026 11:40 - 12:10 KST
Most dev tools die in obscurity because installation friction kills adoption before the first command is run. This talk provides a battle-tested playbook for solving that problem using evnx—a Rust CLI for validating and secret-scanning `.env "files"—as a real-world case study.

Launched in early 2026, evnx achieved thousands of cross-ecosystem downloads within weeks by treating distribution as a first-class engineering concern. The session breaks down a complete distribution matrix:

Registry Packaging: Using crates.io as a source of truth, Maturin for native Python wheels, and npm wrappers for platform-specific binaries.
OS Package Managers: Automating Homebrew formulas via cargo-dist, plus Scoop and Winget submissions.
Developer Integration: GitHub Actions with SARIF output, pre-commit hooks, and lightweight Docker CI images.
Supply-Chain Security: Leveraging PyPI Trusted Publishing (OIDC), provenance attestations, and cosign for signed containers.

Attendees will receive reusable GitHub Actions workflows and manifest templates from the public evnx repo to ship any Rust CLI across ecosystems without sacrificing security or maintainer sanity.
Speakers
avatar for Ajit Kumar

Ajit Kumar

Senior Software Architect, Wellmatix

Tuesday August 11, 2026 11:40 - 12:10 KST
Magnolia
  Packages + Images + Containers
  • Presentation Language English
  • Slides Attached Yes

13:35 KST

Beyond Round-Robin: GPU-Aware Load Balancing for LLM Inference in Kubernetes - Seokhwan Kong, NETLOX
Tuesday August 11, 2026 13:35 - 14:05 KST
Standard load balancers route LLM requests without awareness of KV-cache state or GPU queue depth — causing inflated Time-To-First-Token and wasted accelerator capacity.

loxilb closes this gap with an eBPF-native AI gateway. The L4 layer uses XDP/TC and kernel sockmap for zero-copy forwarding. The L7 layer adds API-key validation, token-quota enforcement, and accelerator-aware routing via Consistent Hashing with Bounded Loads (CHWBL).

This talk focuses on KV-exact routing for P/D disaggregated deployments. When requests share a prompt prefix, prefill GPUs recompute identical KV tensors repeatedly — wasting up to 80% of GPU cycles. Tier 1.5 eliminates this: loxilb tokenizes the prompt in-process (HuggingFace Rust tokenizer via CGO), computes block hashes matching vLLM's internal format, and routes to the exact GPU already holding those KV blocks — via a live inventory fed by vLLM's native ZMQ event stream.

Unlike serving-layer schedulers (llm-d, Dynamo), this runs in the eBPF data-plane hot path with no Kubernetes dependency — works on bare metal, VMs, and BlueField DPUs.

We'll trace a live request through the P/D testbed and share lessons from building GPU-state-aware routing
Speakers
avatar for Seokhwan Kong

Seokhwan Kong

CO-CEO & CTO, NETLOX
SeokHwan Kong is CTO and Co-Founder of NetLOX and creator of LoxiLB, an open-source eBPF-powered cloud-native load balancer. I holds a Ph.D. from Yonsei University with 15+ years in networking, SDN, Kubernetes, and Telco/5G. He has published at IEEE Future Networks World Forum (2024... Read More →
Tuesday August 11, 2026 13:35 - 14:05 KST
Orchid 2
  Cloud + Orchestration

13:35 KST

Science in the Agentic Era: Structured Experimentation With Ado - Alessandro Pomponio, IBM
Tuesday August 11, 2026 13:35 - 14:05 KST
As AI agents become increasingly capable of generating code and executing complex workflows, their use in research is still limited by concerns about rigour and reproducibility. This session introduces ado, an open-source framework that brings structure to agent-driven scientific experimentation.

ado defines schemas for the core elements of a discovery process: the problem space and how to explore it. Agents iteratively propose and refine experimental campaigns as validated configurations based on these schemas, while ado handles execution. This separation of research intent from execution constrains agents to focus on the research task, reducing hallucinations and the need to write boilerplate code. Combined with a set of agent skills for formulating problems, creating and running experiments, and analysing their results, ado provides a framework for end-to-end agent-driven discovery workflows.

Whether you are an experienced researcher or new to computational experimentation, this talk presents a practical model for integrating AI agents into research workflows while keeping experimentation structured, transparent, and reproducible.
Speakers
avatar for Alessandro Pomponio

Alessandro Pomponio

Research Software Engineer, IBM
Alessandro Pomponio is a Research Software Engineer and a member of the Next Generation Systems and Cloud team in IBM Research Europe – Ireland. His work focuses on optimizing containerized workflows and accelerating the scientific discovery process. His main areas of interests... Read More →
Tuesday August 11, 2026 13:35 - 14:05 KST
Grand Ballroom 2-3
  Open AI + Data
  • Presentation Language English
  • Slides Attached Yes

13:35 KST

Sponsored Session: Trust by Design: Engineering Reliable Enterprise AI Workflows with Open Source - KyoSeok Kim & Suyeon Woo, IBM
Tuesday August 11, 2026 13:35 - 14:05 KST
When enterprises bring AI into real-world operations, reliability challenges extend far beyond hallucinations and response accuracy. Document structure and meaning can be lost during processing, retrieval may fail to provide sufficient grounding, and models may violate business rules or operational constraints. As agents connect to enterprise systems, additional risks emerge, including unauthorized tool calls and actions that are difficult to trace or audit.
These challenges cannot be addressed by adding a guardrail at the final stage. Reliability must be designed across the entire workflow, from document understanding and retrieval to reasoning, generation, and execution.
This session presents an open-source reference architecture that combines document representation with Docling and DocLang, grounded retrieval and reasoning with OpenRAG and Granite, requirement-driven generation and validation with Mellea, and controlled, observable tool integration with ContextForge.
 

Speakers
avatar for Suyeon Woo

Suyeon Woo

Solutions Architect, IBM
Suyeon Woo is a Solution Architect at IBM, specializing in enterprise AI, application modernization, and cloud-native architecture. He works with organizations across the financial services, telecommunications, and manufacturing sectors to design and implement enterprise AI platforms... Read More →
avatar for KyoSeok Kim

KyoSeok Kim

Technical Specialist and Senior Systems Management Specialist, IBM
KyoSeok Kim is Technical Specialist on OSS and Hybrid Cloud and Senior Systems Management Specialist in IBM Korea OSS Competency Team experienced  30+year. His working is based on Open Source-based Cloud infrastructure,  Kubernetes and On-prem Infrastructure. His focus is on helping... Read More →
Tuesday August 11, 2026 13:35 - 14:05 KST
Rose
  Open AI + Data
  • Presentation Language English
  • Slides Attached Yes

14:15 KST

Advanced Performance Profiling Using Perf Tools - Namhyung Kim, Google
Tuesday August 11, 2026 14:15 - 14:45 KST
Explore advanced Linux perf techniques for sophisticated performance analysis. This session delves into specialized areas beyond typical CPU profiling:

* Data Type Profiling: Learn how to associate memory access hotspots with specific data structures and fields, gaining insights into data layout efficiency.
* Latency Profiling: Discover methods to identify and analyze serial execution segments within parallel programs that act as scalability bottlenecks.
* Kernel Lock Contention profiling: Understand how to use perf to detect and analyze kernel-level lock contention issues.
* And more..

This talk will cover the concepts and perf tool methodologies to diagnose these critical performance aspects in both user-space and kernel contexts, empowering you to pinpoint elusive performance problems.
Speakers
avatar for Namhyung Kim

Namhyung Kim

Software Engineer, Google
Namhyung Kim is a software engineer at Google. He is a co-maintainer of the Linux perf tools and the creator of uftrace project.
Tuesday August 11, 2026 14:15 - 14:45 KST
Orchid 1
  Linux

14:15 KST

LLMs Change — Where Should Knowledge Live? (Lessons From SBOM) - Koji Annoura, Annoura Office
Tuesday August 11, 2026 14:15 - 14:45 KST
Large Language Models (LLMs) are widely used to search, summarize, and generate answers. They are powerful, but results are not always stable and can be difficult to verify.

Many systems use Retrieval-Augmented Generation (RAG) to connect LLMs with external data. This helps, but does not fully solve the problem. The same question can produce different answers depending on the model or context, making knowledge hard to manage.

This raises a simple question: where should knowledge be managed?

A similar issue exists in software supply chains. SBOM (Software Bill of Materials) makes components and relationships visible, but is often treated as static data.

Based on hands-on experience designing graph-based knowledge systems, this session introduces a design approach: managing knowledge outside LLMs as structured, persistent data.

We discuss lessons from SBOM and how graph-based approaches—using technologies such as SQL/PGQ or GQL—can help understand relationships and trace changes.

The focus is a practical way of thinking for more open and sustainable knowledge practices.
Speakers
avatar for Koji Annoura

Koji Annoura

Knowledge Graph Architect, Annoura Consulting
Koji Annoura is a practitioner in graph data and knowledge systems, focusing on modeling relationships in real-world systems.

He co-founded the Neo4j Users Group Tokyo in 2013 and founded the Apache Hop User Group Japan in 2021.
His work focuses on structuring complex data usi... Read More →
Tuesday August 11, 2026 14:15 - 14:45 KST
Rose
  Open AI + Data
  • Presentation Language English
  • Slides Attached Yes

14:15 KST

The Era of Vibe Coding: Why High-Skill Engineers Are More Critical Than Ever - Yongjin Lee, Songnae High-school
Tuesday August 11, 2026 14:15 - 14:45 KST
"Let’s be real: My AI has dementia."
"Vibe-coding in real: Me and My AI is stupid"
Welcome to the "Vibe Coding" era, where anyone can prompt their way to complex code. But as a 17-year-old developer who "bullied" LLMs to build a custom Linux Based OS (MaruxOS) from scratch, I’ve seen the ugly truth: AI is a brilliant assistant, but a chronic liar with a 5-minute memory.
In this session, I expose the messy reality of AI-native development. I’ll share how I battled "Contextual Dementia"—where AI forgets my ARM64 architecture mid-patch—and survived "Mindless Yes-Clicking Syndrome," where a single trusted prompt almost nuked my entire glibc.
Key Takeaways:
The Hallucination Hunter: Sniffing out AI’s "confident bullshit."
The Dementia Doctor: Managing AI’s memory loss to maintain architectural integrity.
The Final Decider: Moving beyond the "Yes-Clicking" trap to take true technical ownership.
AI might be writing the code, but only a real engineer can stop it from burning the house down.
Speakers
avatar for Yongjin Lee

Yongjin Lee

Student, Developer, Songnae High-school
A normal(maybe?) Student from Korea
Tuesday August 11, 2026 14:15 - 14:45 KST
Grand Ballroom 2-3
  Open AI + Data

14:15 KST

From Contribution To Culture: 14 Years of Building an OSPO That Outgrew Itself - Darae Ahn, Samsung Electronics
Tuesday August 11, 2026 14:15 - 14:45 KST
Over the past decade, many organizations have established OSPOs to manage open source usage and compliance. However, building a sustainable open source culture requires more than policies and processes.

This session shares a 14-year journey of an OSPO that evolved from a contribution-focused group into a broader organization encompassing usage, compliance, and internal enablement.

It explores how open source practices were embedded into engineering culture through project incubation, developer engagement, and internal leadership programs. Over time, these efforts led to a shift where open source activities became self-sustaining, with teams proactively initiating projects and contributions.

The session also reflects on an unexpected outcome: talent mobility. As internal open source leaders grew, many moved on to new opportunities, revealing both retention challenges and the broader impact of cultivating open talent.

Key lessons include the balance between control and autonomy, the role of leadership in cultural change, and how open source can be viewed not only as a compliance requirement, but as a long-term investment in culture and organizational brand.
Speakers
avatar for Darae Ahn

Darae Ahn

Staff Engineer, Open Source Group, Samsung Electronics
I have over 12 years of experience in open source at Samsung Electronics, where I have built and scaled open source programs. My work spans contribution, policy, compliance, and tooling, strengthening organizational capabilities.

I also participate in governance discussions within the community, focusing on how to sustain open source values in evolving development environments... Read More →
Tuesday August 11, 2026 14:15 - 14:45 KST
Magnolia
  OSS Enabling & Management
  • Presentation Language Korean
  • Slides Attached Yes

14:55 KST

The Butterfly Effect of a Broken Disk: Top-Down Ceph Troubleshooting To Upstream Contribution - Sangyun Lee, CJ OliveNetworks
Tuesday August 11, 2026 14:55 - 15:25 KST
Tech blogs usually talk about huge Ceph clusters with thousands of disks. But in reality, many of us run smaller on-prem setups. I will share my real experience of debugging a small Ceph cluster (10 nodes, 10 NVMe, 15 normal SSDs) and how tracking a slow app led me to write an upstream C++ patch.

It started when our Valkey (Redis) pods suffered from severe write latency. We checked CephFS metadata and Istio network metrics, but they were fine. So we dug into the storage layer using ceph osd perf. We saw huge latency on one specific node. Looking at the kernel logs (dmesg -k), we found a failing NVMe disk. I will explain the "Slow OSD" issue—how one broken disk can freeze a 3-replication cluster.

During this outage, reading ceph osd perf was very frustrating because the OSD IDs were completely unordered. Since it made debugging harder, I decided to fix it. I looked into Ceph's C++ code, changed the unordered hash map to a sorted vector (std::sort), and opened PR #67915 (https://github.com/ceph/ceph/pull/67915). I will share my experience discussing the fix with Ceph maintainers and why I believe engineers should fix the open-source tools they use.
Speakers
avatar for Sangyun Lee

Sangyun Lee

AI Platform Engineer, CJ OliveNetworks
Sangyun Lee is a 1st-year AI Platform Engineer at CJ OliveNetworks AI Research Lab, building on-prem K8s AI platforms using Ceph, Istio, ArgoCD, and Airflow. As a Kubestronaut (aiming for Golden status by August), he explores the depths of vLLM inference and low-level infrastructure... Read More →
Tuesday August 11, 2026 14:55 - 15:25 KST
Orchid 2
  Cloud + Orchestration

14:55 KST

From Black Box To Insight: Observability for AI Agents in Production - Mostafa Radwan, Datadog & Brandon Kang, Akamai Technologies
Tuesday August 11, 2026 14:55 - 15:25 KST
AI agents are quickly moving from prototypes to production systems that manage APIs, tools, and complex reasoning tasks.

Once these systems are deployed, they often act like black boxes, hiding failures, slowdowns, and unexpected behavior.

This session will show you how to add observability to agentic systems with open-source tools and cloud-native tech.

​Brandon and Mostafa will break down the lifecycle of an AI agent, covering prompt execution, tool invocation, memory access, and multi-agent coordination, and demonstrate how to make each stage observable.

Using a practical, architecture-focused approach, they will show how to:

- Trace agent workflows across distributed systems
- Monitor latency and token usage
- Detect anomalies such as hallucinations, tool misuse, and runaway behavior.
- Connect LLM behavior with infrastructure metrics like GPU, container, and network data.

They will also present a complete reference architecture that uses open-source projects including OpenTelemetry (OTel), Prometheus, Grafana, and some new tools for LLM observability.

Attendees will learn practical ways to build transparent and reliable production AI agent systems.
Speakers
avatar for Mostafa Radwan

Mostafa Radwan

Senior Solutions Engineer, Datadog
Mostafa is a technologist and consultant focused on cloud native computing. He started his career as a software engineer before getting into the trenches of application and production support.He enjoys helping enterprise companies successfully adopt DevOps and cloud native technologies... Read More →
avatar for Brandon Kang

Brandon Kang

Principal Technical Solutions Architect, Akamai Technologies
Brandon Kang is a Principal Technical Solutions Architect at Akamai Technologies, overseeing cloud computing products and cloud-native initiatives across Asian countries.

Before joining Akamai, he held key roles in leading technology companies, including serving as a software e... Read More →
Tuesday August 11, 2026 14:55 - 15:25 KST
Rose
  Open AI + Data

14:55 KST

Open Source AI Agents on User-Owned Infra: K3s, MCP, and GPU Sharing in Practice - Miley Fu, OlaresOS
Tuesday August 11, 2026 14:55 - 15:25 KST
Most open-source AI demos stop at a chatbot, but real users want agents that can work with private files, call tools, and run close to their important data without sending everything to the public cloud.

This talk shows a practical reference architecture for private agent workflows on a single-node K3s-based personal cloud, including local model serving, private knowledge bases, app sandboxing, secure remote access, and multiple GPU allocation modes for competing AI workloads.

Using an open-source personal cloud OS as a case study, I will share what works, what breaks, and which design choices matter when you try to make local AI usable by developers, creators, and small teams rather than just homelab experts.
Speakers
avatar for Miley Fu

Miley Fu

DevRel, OlaresOS
Miley us the co-chair and keynote speaker for KubeCon+Open Source Summit and AI Dev China 2024. She works on WasmEdge runtime under Linux Foundation as the founding member for over 6 years. She talks at KubeCon, KCD Beijing+Shenzhen, CloudDay Italy, DevRelCon, Open Source Summit Japan... Read More →
Tuesday August 11, 2026 14:55 - 15:25 KST
Grand Ballroom 2-3
  Open AI + Data
  • Presentation Language English
  • Slides Attached Yes

14:55 KST

How AI Is Changing Open Source Communities: Lessons From openEuler - Jianmin Wang, openEuler Community
Tuesday August 11, 2026 14:55 - 15:25 KST
Artificial Intelligence is reshaping how software is developed and maintained. From code generation to automated reviews, AI tools are increasingly influencing how open source communities collaborate. This also introduces new challenges, including how to handle AI-generated contributions, maintain trust and code quality, and define governance for AI-assisted workflows.

In this session, we share experiences from the openEuler community in integrating AI into development processes, including AI-assisted code review, package maintenance, and community guidelines for AI usage, as well as work on frameworks such as Intelligence BooM.

We will discuss how these changes affect contributor workflows, what challenges maintainers face in practice, and what approaches have worked so far. The goal is to provide practical reference points for other open source communities exploring similar directions.
Speakers
avatar for Jimmie Wang

Jimmie Wang

Senior Software Engineer, openEuler Community
Jimmie Wang has over a decade of experience in system software and open source, focusing on operating systems, privacy and data, AI Security. He is a core contributor to the openEuler community, serving on the Technical Committee and maintaining multiple SIGs. He is a frequent speaker... Read More →
Tuesday August 11, 2026 14:55 - 15:25 KST
Magnolia
  OSS Enabling & Management
  • Presentation Language English
  • Slides Attached Yes

15:55 KST

From Region To Multi-AZ: Building Resilient Cloud Infrastructure With OpenStack, Kubernetes, and OVN - Seungjin Han, kt cloud
Tuesday August 11, 2026 15:55 - 16:25 KST
As cloud service providers evolve their infrastructure, Multi-AZ architecture becomes essential for service continuity, failure isolation, and operational resilience. However, building a Multi-AZ cloud with open source technologies is not simply about spreading components across data centers. It requires design decisions across compute, networking, storage, observability, automation, and failure validation.

This session shares a CSP’s journey from a region-centric architecture toward a Multi-AZ cloud model using open source technologies such as OpenStack, Kubernetes, OVN, Kube-OVN, OpenStack-Helm, Cluster API, Ceph, and cloud native observability tools.

The talk will cover regional versus AZ-local service design, OpenStack control plane deployment on Kubernetes, zone-aware networking, storage replication, image availability, observability, and DR validation. It will also discuss trade-offs in traffic locality, failover behavior, data consistency, and complexity.

Rather than presenting a vendor-specific platform, this session focuses on reusable architecture patterns and lessons for cloud operators who want to build resilient open cloud infrastructure with open source software.
Speakers
avatar for John Haan

John Haan

Cloud Engineer, kt cloud
John Haan is a cloud platform engineering leader at kt cloud, focusing on open source-based cloud infrastructure, OpenStack, Kubernetes, and cloud native operations. His work includes OpenStack-on-Kubernetes architecture, Multi-AZ cloud design, automation, observability, and resilient... Read More →
Tuesday August 11, 2026 15:55 - 16:25 KST
Orchid 2
  Cloud + Orchestration

15:55 KST

Maximizing Heterogeneous Memory Bandwidth in Multi-Socket Systems - Rakie Kim, Yunjeong Mun & Honggyu Kim, SK Hynix
Tuesday August 11, 2026 15:55 - 16:25 KST
The advent of heterogeneous memory like CXL allows systems to secure additional bandwidth, but effectively utilizing it remains challenging. While widely adopted memory tiering optimizes latency by migrating hot pages to fast memory, bandwidth-intensive workloads require utilizing multiple memory tiers simultaneously.

To address this, Weighted Interleaving was introduced to distribute pages proportionally based on each node's bandwidth. However, it has a critical limitation: it ignores the physical topology of multi-socket systems, often leading to inefficient cross-socket memory accesses.

To resolve this, we introduce Socket-aware Weighted Interleave, an advanced memory policy currently being upstreamed to the mainline Linux kernel. It recognizes multi-socket boundaries, preventing performance degradation from unintended remote accesses and maximizing total throughput via localized allocation.

This advanced policy is a newly integrated feature of HMSDK, an open-source toolkit introduced last year. This session will focus primarily on this new capability, exploring how HMSDK efficiently manages large-scale CXL and heterogeneous memory systems.
Speakers
avatar for Honggyu Kim

Honggyu Kim

Principal Software Engineer, SK hynix
Honggyu Kim is a principal software engineer and team lead at SK hynix. His interests are memory profiling and management in the Linux kernel especially focusing on CXL memory expansion solutions. He has also worked on tracing, binary analysis tools as well as performance and memory... Read More →
avatar for Yunjeong Mun

Yunjeong Mun

engineer, SK hynix
Yunjeong Mun is a senior engineer at SK hynix. Her research interest is emerging memory system software and performance analysis.
avatar for Rakie Kim

Rakie Kim

Principal Software Engineer, SK Hynix
Rakie Kim is a Principal Software Engineer at SK hynix, specializing in Linux kernel memory management. He focuses on building solutions to maximize system performance using heterogeneous memory architectures like CXL. Notably, he serves as a reviewer for the Linux kernel's Memory... Read More →
Tuesday August 11, 2026 15:55 - 16:25 KST
Orchid 1
  Linux

15:55 KST

MCP Adoption and Why OSPO Skills Matter - Ana Jiménez Santamaría, Linux Foundation (TODO Group and PyTorch Foundation)
Tuesday August 11, 2026 15:55 - 16:25 KST
As organizations explore the Model Context Protocol (MCP), many of the early conversations naturally happen around AI tooling, integrations, and experimentation. At the same time, MCP may also raise questions that are familiar to Open Source Program Offices (OSPOs) and related teams or professionals with open source management experience, including governance, contribution strategy, standards engagement, and cross-functional coordination

This talk reflects on what organizations might gain by bringing those perspectives into MCP discussions earlier, as well as into their broader Agentic AI strategy. Rather than treating MCP only as a technical AI topic, the session will explore it as an area where open source process knowledge may also add value. Attendees will leave with ideas for how OSPOs can contribute to MCP adoption in practical, collaborative, and organization-aware ways
Speakers
avatar for Ana Jiménez Santamaría

Ana Jiménez Santamaría

Senior Project Manager, Linux Foundation
Ana JimĂ©nez SantamarĂ­a is an open source community leader and data scientist with 5+ years of experience at the Linux Foundation, working as Sr. project manager supporting global, multi-stakeholder IT ecosystems. She is also an Agentic AI Foundation Ambassador, helping developers... Read More →
Tuesday August 11, 2026 15:55 - 16:25 KST
Grand Ballroom 2-3
  Open AI + Data
  • Presentation Language English
  • Slides Attached Yes

16:35 KST

Flexible Paging in Linux: Per-process Page Size - Dev Jain, Arm Ltd
Tuesday August 11, 2026 16:35 - 17:05 KST
Applications often run faster on a 64K page size kernel than on 4K. This is because larger pages reduce TLB pressure and pagetable walk overhead, greatly improving memory access speed. But, sysadmins are hesitant to use a 16K/64K kernel as most applications have been historically tuned for 4K pages, and larger pages can increase memory waste due to internal fragmentation. This creates a tradeoff between performance and memory waste.

We propose a design that changes the game by separating the page size of the user and the kernel. Instead of enforcing a single system-wide page size, processes can operate under different page-size ABIs. A performance-critical app can use a 64K page-size ABI while still running on a 4K kernel. We achieve this by enabling Linux to provide memory in 64K chunks via 16 contiguous 4K pages, and by translating operations on the 4K page table into a 64K “native” page table that serves as the actual hardware page table.

At the same time, lightweight or memory-sensitive applications can continue using 4K pages to minimize memory waste. All of this happens on the same Linux kernel, without requiring separate builds of the kernel.
Speakers
avatar for Dev Jain

Dev Jain

Software Engineer, Arm Ltd
Dev is a software engineer at Arm India. He does Linux kernel development as part of the kernel Memory Management Performance team at Arm. Besides the kernel, he is interested in algorithms and mathematics.
ppps pptx
Tuesday August 11, 2026 16:35 - 17:05 KST
Orchid 1
  Linux
  • Presentation Language English
  • Slides Attached Yes

17:15 KST

From Frankenstein To Kamaji: Lessons in Building a Single CAPI Cluster Across Multiple Providers - Antonia von den Driesch, Giant Swarm
Tuesday August 11, 2026 17:15 - 17:45 KST
At Giant Swarm we use Cluster API to provision and bootstrap our k8s clusters. With this setup, control plane (CP) and worker nodes must run on the same infrastructure which was never an issue so far...

However, in bare-metal environments, using 128-core servers for CP nodes is luxury. It's far more efficient to host them as virtual machines on a hypervisor while keeping workers on physical hardware. But can we get around CAPI's limitations?

We will walk through how we built Frankenstein's cluster by mixing vSphere for the CP and Proxmox for workers as a testing ground. While technically functional, this required "hacky engineering". We will share the hurdles we hit and the operational risks of this hybrid cluster setup.

Finally, we will demonstrate how we solved this challenge with a cleaner, upstream-friendly alternative. Kamaji lets us run the CP as pods in a management cluster. We achieved even better resource optimisation with full native community support and no custom hacks.
Speakers
avatar for Antonia von den Driesch

Antonia von den Driesch

Platform Engineer, Giant Swarm
Antonia has been a platform engineer at Giant Swarm for 5 years and is currently working on development of Giant Swarms Industrial IoT platform which brings their managed Kubernetes product to Smart Factory customers.
Tuesday August 11, 2026 17:15 - 17:45 KST
Orchid 2
  Cloud + Orchestration
  • Presentation Language English
  • Slides Attached Yes

17:15 KST

Implementing a Stateless V4L2 Decoder Driver: Architecture and Lessons Learned - SungHo Lee, Chips&Media
Tuesday August 11, 2026 17:15 - 17:45 KST
Stateless video decoding has become the standard approach in V4L2 using the Request API, but implementing a stateless decoder driver remains complex. It requires careful handling of codec parameters, buffer management, and coordination between userspace and the kernel.

This session presents a practical overview of implementing a stateless V4L2 decoder driver based on real development experience. It covers how SPS/PPS and per-frame parameters are passed from userspace, how reference frames are managed, and how hardware constraints are handled within a generic V4L2 framework.

We also discuss common pitfalls such as synchronization issues and buffer lifecycle management, and highlight key differences from traditional stateful decoders.

Attendees will gain a clear understanding of stateless decoder architecture and practical insights for developing robust V4L2 drivers.
Speakers
avatar for Sungho Lee

Sungho Lee

Senior Principal Researcher, Chips&Media
I am a software engineer specializing in Linux media and video codec driver development. I have hands-on experience implementing V4L2 drivers for hardware encoders and decoders, including stateless decoding and advanced codec controls such as ROI and QP mapping. My work focuses on... Read More →
Tuesday August 11, 2026 17:15 - 17:45 KST
Orchid 1
  Linux
  • Presentation Language Korean
  • Slides Attached Yes

17:15 KST

GitAIOps: A 4-Layer Architecture for Predictable AI-Assisted Operations - Hoon Jo, Megazone
Tuesday August 11, 2026 17:15 - 17:45 KST
AI agents have no memory between sessions. Every conversation starts from zero. Git becomes the only persistent memory an AI agent can rely on. GitAIOps is the pattern built on this principle: Git is the memory, and a 4-layer architecture defines what goes into that memory.

I applied this to a production migration: 15 Helm releases, Kafka ZooKeeper-to-KRaft, Redis-to-Valkey, full observability stack rebuild. The question: what does Git need to contain so any AI session picks up where the last one left off?

The answer is a 4-layer Git structure, each layer born from a production failure.
Layer 1: Human plans in Git (36 files, 23,854 lines). Too verbose for AI.
Layer 2: Distilled AI context in Git (6 files, 1,254 lines). 19:1 compression as a project state dashboard.
Layer 3: Command Guardrails in Git (117 files). Enforced ordering, no AI-generated commands.
Layer 4: Locked values in Git (30 files). Zero interpretation, reviewed like code.

Every AI action reads from Git, executes, and commits back. The loop is closed.

DEV: 2 weeks → 2 days. PROD: 1 week → 1 day. The session covers the architecture, each layer's failure, and real production artifacts.
Speakers
avatar for Hoon Jo

Hoon Jo

CNCF & AAIF Ambassador | AI & Cloud Native Engineer, Megazone

Tuesday August 11, 2026 17:15 - 17:45 KST
Magnolia
  Open AI + Data
  • Presentation Language English
  • Slides Attached Yes

17:15 KST

How x402 Brings Open Source Governance to Payments - Junhyeok Yoo, Four Pillars
Tuesday August 11, 2026 17:15 - 17:45 KST
In April 2026, x402 joined the Linux Foundation with over 20 founding members. It is the first payment protocol under open source governance at the Linux Foundation.

x402 activates HTTP 402 "Payment Required," reserved in 1997 but never used. A server responds with 402 and payment terms, the client settles on-chain, the resource is delivered. Apache 2.0, zero protocol fees, chain-agnostic, no single-organization dependency.

Part 1: Why now. Every internet layer runs on open protocols except payments. That breaks when AI agents must pay at machine speed. We map the agentic payment stack and ask: is it open, who governs it?

Part 2: How x402 works. HTTP 402 challenge-response, stateless architecture, one middleware line to gate any API, production deployments today.

Part 3: Bottom-up to foundation. x402 was open-sourced, developers adopted it, major infrastructure providers shipped native support, competing protocols chose to integrate x402 rather than build a rival. Then it moved to the Linux Foundation.

Part 4: What comes next. The protocol is early. Foundation governance changes the signal. We examine what sustained adoption requires.
Speakers
avatar for Junhyeok Yoo

Junhyeok Yoo

Researcher, Four Pillars

Tuesday August 11, 2026 17:15 - 17:45 KST
Rose
  Open AI + Data
 
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