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16-17 June, 2026
Mumbai, India
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Note: The schedule is subject to change.

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IMPORTANT NOTE: Timing of sessions and room locations are subject to change.


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Tuesday, June 16
 

10:00am IST

10:30am IST

Keynote: The Open Source Runway: Building the Foundation for the Agentic Era - Toddy Mladenov, Principal Product Management Manager, Microsoft
Tuesday June 16, 2026 10:30am - 10:40am IST
AI is moving from experimental "chat" to autonomous "agents," but the infrastructure remains the biggest bottleneck. This keynote session highlights how the industry is collaborating on open source projects to build a standardized AI-Native stack. From hardware-aware scheduling to automated deployments and secure isolation, learn how open collaboration is turning complex AI infrastructure into a production-ready utility for the enterprises.

Speakers
avatar for Toddy Mladenov

Toddy Mladenov

Principal Product Management Manager, Microsoft
Toddy has over 25 years of experience in software engineering and design, consulting, and product management for companies like Microsoft, T-Mobile, and SAP. He started his cloud journey in 2009 as part of the Azure team. Since then, Toddy worked on large-scale cloud implementations... Read More →
Tuesday June 16, 2026 10:30am - 10:40am IST
Jasmine Hall 2 (Level 3)
  Keynote Sessions
  • Slides Attached Yes

2:00pm IST

Performance-by-Design: Embedding Intelligent Scaling and Guardrails Into Platform Engineering - Josephine Eskaline Joyce & Tanya Shanker, IBM India Pvt Ltd
Tuesday June 16, 2026 2:00pm - 2:40pm IST
In the modern practice of Platform Engineering (PE), performance has traditionally been viewed as an outcome of optimization rather than an architectural principle. This session presents a Performance-by-Design methodology that integrates intelligent scaling, guardrails, feedback-driven control loops within Internal Developer Platforms (IDPs). Instead of reacting to incidents, we design platforms that manage latency, throughput, cost efficiency, and stability by applying policy-driven autoscaling, SLO-aware metrics, and Kubernetes-native mechanisms constantly. The session outlines a reference architecture with observability pipelines, custom metrics, horizontal pod autoscaling, and platform guardrails to ensure a self-regulating cloud-native operating environment. We show how performance constraints can be codified into golden paths; teams will inherit optimized defaults. Attendees will receive a structured framework to convert performance from reactive tuning task to platform capabilities - increasing reliability, decreasing resource consumption and allowing scalable innovation on enterprise cloud-native ecosystems.
Speakers
avatar for Josephine Eskaline Joyce

Josephine Eskaline Joyce

STSM, Principal Cloud Architect, IBM India Pvt Ltd
Josephine Eskaline Joyce is a Principal Cloud Architect and Senior Technical Staff Member (STSM) at IBM India, bringing over 26 years of experience in the IT industry. As an IBM Master Inventor, she is recognized for her deep expertise in cloud architecture, cloud security, enterprise... Read More →
avatar for Tanya Shanker

Tanya Shanker

Cloud Engineer, IBM India Pvt Ltd
Tanya Shanker is a Cloud Engineer at IBM with 8 years of experience in building and operating cloud-native systems, and has a strong focus on IaC, backend development in Go, automation, and CI/CD. She specializes in designing and developing scalable and secure cloud solutions and... Read More →
Tuesday June 16, 2026 2:00pm - 2:40pm IST
Lotus Ballroom 3 (Level 3)
  CI/CD

2:00pm IST

Operating a Self-Healing Bare-Metal Kubernetes Platform at Global Scale - Aparna Prabhu & Nikhil Pathak, DigitalOcean
Tuesday June 16, 2026 2:00pm - 2:40pm IST
Running global, self-managed k8s for stateful apps is notoriously complex. Most teams opt for managed platforms or VMs to mask the difficulty.

For platform engineers and SREs, this talk reveals how to confidently run mission-critical StatefulSets on bare-metal k8s. We share how we sustain 99.99% availability SLAs and sub-second recovery. We also explain why bare-metal drastically outperforms VM or managed setups by eliminating hypervisor overhead and granting direct hardware access.

We will dive into the architectural decisions behind:

Cluster-of-clusters: Scaling geographically with isolated regions.
Intent-driven placement: Hardware isolation for predictable performance.
Blast-radius containment: Limiting fallout via dedicated failure domains.
Automated recovery: Software, not humans at 2 a.m., handles failures.
Continuous reconciliation: Shifting operational burden to code.

This is not a "Kubernetes solves everything" pitch. It’s a candid, numbers-driven account of engineering a multi-region bare-metal k8s platform where performance and reliability are non-negotiable.
Speakers
avatar for Aparna Prabhu

Aparna Prabhu

Senior Engineering Manager, Storage and Platform Engineering, DigitalOcean
I’m a Senior Engineering Manager at DigitalOcean, where I lead teams focused on Infrastructure as a Service (IaaS). My work revolves around building and optimising cloud infrastructure that is both scalable and secure. With a passion for innovation, specially green innovation, I... Read More →
avatar for Nikhil Pathak

Nikhil Pathak

Lead Platform Engineer, DigitalOcean
Actively working for Kubernetes clusters creation, management and upkeep
Tuesday June 16, 2026 2:00pm - 2:40pm IST
205 (Level 2)
  Cloud & Orchestration

2:00pm IST

Building a Zero-Copy DSP Offload Framework in Linux Using RPMsg - Vishnu Pratap Singh & Paresh Bhagat, Texas Instruments
Tuesday June 16, 2026 2:00pm - 2:40pm IST
Modern embedded audio devices increasingly run mainline Linux, but achieving deterministic low-latency multi-channel audio processing remains a challenge. While heterogeneous SoCs include DSP accelerators capable of handling signal processing workloads efficiently, integrating these accelerators into a standard Linux audio stack without proprietary middleware is non-trivial.
This talk presents a practical, upstream-friendly approach to building a zero-copy DSP offload framework using mainline Linux components such as remoteproc, rpmsg, and ALSA. Instead of relying on custom kernel patches or vendor-specific frameworks, the solution leverages DMA-backed shared memory and rpmsg-based signaling to enable efficient inter-processor communication between ARM application cores and a DSP.
A key focus of this session is eliminating redundant memory copies across kernel and user space boundaries. By designing a ping-pong buffer architecture with shared memory mapping and pointer-based synchronization, we achieved deterministic real-time streaming with significantly reduced CPU utilization and improved latency characteristics.
Speakers
avatar for Vishnu Pratap Singh

Vishnu Pratap Singh

Engineering Leader, Texas Instruments Incorporated
Vishnu Pratap Singh is an embedded systems expert and engineering leader with nearly two decades of experience in Linux development, BSP, and Linux based product engineering for communication devices, Satellite terminals, smart devices, IoT, and pro-audio. He is currently driving... Read More →
avatar for Paresh Bhagat

Paresh Bhagat

Embedded Software Engineer, Texas Instruments India
I am an Embedded Software Engineer at Texas Instruments with nearly 3 years of experience in developing and integrating solutions for embedded Linux systems. My experience includes Hypervisor such as Jailhouse, embedded Linux build systems like Buildroot and Yocto, and Linux audio... Read More →
Tuesday June 16, 2026 2:00pm - 2:40pm IST
Lotus Ballroom 2 (Level 3)
  Embedded
  • Audience Experience Level Any
  • Slides Attached Yes

2:00pm IST

Hey Yocto, Build Me a Custom Embedded Linux! Er, No - Kaiwan Billimoria, kaiwanTECH
Tuesday June 16, 2026 2:00pm - 2:40pm IST
The Linux ecosystem powers many, if not most, devices these days. Having a well designed sustainable way to build and maintain one – and not having to rely on a hodge-podge collection of hacky scripts – is critical. This talk introduces the Yocto Project - _the_ industry standard way to build and maintain your custom Linux.

With Yocto, one can build a custom (embedded or otherwise) Linux in an efficient and completely reproducible manner, along with several related advantages; it's a 100% open source, has the ability to build-in security features, all/most major BSP layers are already available, and more.

This session will show you exactly how to get started on building such a custom system with Yocto; it will of course include leveraging Yocto/OE’s famed layer+recipes model.
Speakers
avatar for Kaiwan N Billimoria

Kaiwan N Billimoria

Founder, kaiwanTECH
Kaiwan taught himself programming on his Dad's IBM PC back in 1983. Next, with C/Assembly on DOS until he discovered Unix and Linux!
Kaiwan is the author of five books on Linux:
https://amazon.com/author/kaiwanbillimoria
He's worked on many aspects of Linux including drivers and embedded Linux projects. His Linux mania feeds well into his passion for teaching these topics to engineers (for close to 30 years now). As well, he's an international speaker and a recreational (ultra)runner... Read More →
Tuesday June 16, 2026 2:00pm - 2:40pm IST
204 (Level 2)
  Open Source 101 (LF Education)
  • Audience Experience Level Beginner
  • Slides Attached Yes

2:00pm IST

Sponsored Session: Does Zephyr Scare the Bare Metal Embedded Developer World? - Khasim Syed Mohammed & Soumya Tripathy, Texas Instruments
Tuesday June 16, 2026 2:00pm - 2:40pm IST
Bare-metal developers pride themselves on simplicity, control, and understanding every line of code. Then along comes Zephyr—with device trees, Kconfig, west, and layers of abstraction—and suddenly, even blinking an LED feels complicated. So… is Zephyr actually scary?

In this talk, we take a practical and honest look at why Zephyr often feels overwhelming to bare-metal developers, what’s really going on under the hood, and whether that complexity is justified. Through side-by-side comparisons and live examples, we map familiar bare-metal concepts to their Zephyr equivalents and uncover where the fear comes from—and where it disappears.

This isn’t a “Zephyr is better” talk. It’s about understanding trade-offs, choosing the right tool, and making the transition without losing your mental model.

By the end, you’ll see that Zephyr isn’t replacing bare metal—it’s structuring the complexity you were already managing.

Speakers
avatar for Soumya Tripathy

Soumya Tripathy

Member Group Technical Staff, Texas Instruments
Soumya has been working with TI for 4 years with contributions and expertise in the field of bootloader, flash devices and display for the Sitara family of processors. He is the engineering lead for Zephyr RTOS for Sitara family of of processors, actively working in onboarding Zephyr... Read More →
avatar for Khasim Syed Mohammed

Khasim Syed Mohammed

Director of Engineering, Texas Instruments
Khasim Syed Mohammed having more than two decades of experience with Open source software is a consistent contributor to various initiatives and projects in open source eco-system. Khasim has contributed to various Linux device drivers and Yocto project for Arm platforms, he is co-founder... Read More →
Tuesday June 16, 2026 2:00pm - 2:40pm IST
206 (Level 2)
  Zephyr
  • Slides Attached Yes

2:50pm IST

AI as a Platform Engineer: Explaining Kubernetes Failures, Not Just Detecting Them - Paranitharan Kalaiselvan, Comcast
Tuesday June 16, 2026 2:50pm - 3:30pm IST
Modern Kubernetes platforms generate massive volumes of logs, events, metrics, and reconciliation signals, yet developers still struggle to answer a basic question: why did my deployment fail? At Comcast, operating large-scale internal Kubernetes platforms, failures often span platform abstractions, custom controllers, policies, and cluster runtime behavior—making manual diagnosis slow and unreliable.

This talk explores how AI can act as a diagnostic layer in Kubernetes platforms, focusing on failure explanation rather than detection. It presents architectural patterns for correlating platform intent with Kubernetes signals and translating complex control-plane behavior into clear, human-readable explanations and actionable guidance. Attendees will learn how AI can augment platform engineers, improve developer trust, and significantly reduce time-to-resolution without becoming another opaque system.
Speakers
avatar for Paranitharan kalaiselvan

Paranitharan kalaiselvan

Principal Engineer, Comcast India Engineering Center
Paranitharan is a Principal Platform Engineer at Comcast with 12+ years of cloud-native experience. He played a key role in architecting Comcast’s Cloud Native Application Platform (CNAP), supporting thousands of developers. A CNCF Kubestronaut and ecosystem advocate, he focuses... Read More →
Tuesday June 16, 2026 2:50pm - 3:30pm IST
Lotus Ballroom 3 (Level 3)
  CI/CD
  • Audience Experience Level Any
  • Slides Attached Yes

2:50pm IST

Kubernetes OIDC That Works in Practice: Keycloak + RBAC + Kubelogin Without Day‑2 Pain - Manik Bindlish, Orange Business Services
Tuesday June 16, 2026 2:50pm - 3:30pm IST
Kubernetes supports OIDC login, but in real life it often becomes painful: users can’t log in, TLS trust breaks with private Keycloak, usernames don’t match RBAC rules, and people end up sharing kubeconfigs or using long‑lived tokens.

In this talk I’ll show a practical way to run Kubernetes access with Keycloak: configure OIDC the right way, bind users/groups to Kubernetes RBAC, and use kubelogin (kubectl exec plugin) so tokens are short‑lived and refresh is handled automatically on the client side.
I’ll also cover the “boring” but important part: handling the Keycloak CA certificate so the login works from admin machines without manual steps.
You’ll leave with a clear checklist and a working “golden path” setup you can copy for your own clusters, that eliminate manual day‑2 steps while keeping security and auditability intact.
Speakers
avatar for manik bindlish

manik bindlish

DevOps / Platform Engineering Lead, Orange Business Services
Technical Lead with 14+ years building and operating hybrid infrastructure platforms (Kubernetes, KubeVirt, OpenStack, bare metal). I lead upstream work on Sylva, an open-source Kubernetes platform for telco/edge that orchestrates containers and VMs. Focus: secure, automated, observable... Read More →
Tuesday June 16, 2026 2:50pm - 3:30pm IST
205 (Level 2)
  Cloud & Orchestration

2:50pm IST

DTS 101: From Roots To Trees, Aka Devicetree for Beginners - Krzysztof Kozlowski, Qualcomm
Tuesday June 16, 2026 2:50pm - 3:30pm IST
Practical guide to writing Devicetree sources (DTS) and bindings for the Linux kernel. Jump in if you want to know:
1. What compatibility means between devices and how to express it in DTS.
2. What can be in DTS and what cannot.
3. Fastest way to upstream your DTS (no need for 10 iterations!).
4. Validate your DTS and live error-free ever after.

The talk will focus on Devicetree (DTS and bindings) in the context of Linux kernel, which is also applicable to several other projects like U-boot.
Speakers
avatar for Krzysztof Kozlowski

Krzysztof Kozlowski

Linux Kernel Maintainer, Qualcomm
Krzysztof Kozlowski is an active Linux Kernel developer, working currently for Qualcomm. Krzysztof (co-)maintains several upstream kernel subsystems: the SoC subsystem (formerly arm-soc), Devicetree bindings, Memory controller drivers and Samsung Exynos SoC ARM/ARM64 architecture... Read More →
Tuesday June 16, 2026 2:50pm - 3:30pm IST
Lotus Ballroom 2 (Level 3)
  Embedded
  • Audience Experience Level Beginner
  • Slides Attached Yes

2:50pm IST

Keep AI on Track: Guardrails + OpenTelemetry Observability - Prabal Rakshit, Infosys Technologies
Tuesday June 16, 2026 2:50pm - 3:30pm IST
Robust guardrails are a foundational requirement for preparing AI agents for enterprise‑grade deployment. They ensure that agents consistently adhere to organizational standards, policies, and ethical expectations.

OpenTelemetry provides a vendor‑agnostic, standards‑based framework for observing and validating guardrail behavior at runtime. Its unified APIs and emerging generative AI semantic conventions enable organizations to safely instrument guardrail logic, eliminate silent failures, and capture valuable telemetry across decision points.

This session explores the role of guardrails across the entire AI stack, including data layers, infrastructure, orchestration components, and LLMs themselves. We demonstrate how open‑source frameworks such as NVIDIA NeMo Guardrails or OpenLIT can be used to implement production‑ready guardrail mechanisms. Finally, we show how key guardrail metrics such as pass/fail rates, top violation categories, and latency impact can be instrumented using OpenTelemetry and visualized through enterprise observability backends like Dynatrace or Grafana.
Speakers
avatar for Prabal Rakshit

Prabal Rakshit

Principal Technology Architect, Infosys Technologies
Prabal is an architect with experience in cloud first integration and application development. He has been responsible for collaborating with clients to define a solution roadmap to build scalable and resilient cloud native solutions. Areas of interest include Spring Boot, Kubernetes... Read More →
Tuesday June 16, 2026 2:50pm - 3:30pm IST
Jasmine Hall 2 (Level 3)
  Open AI + Data
  • Audience Experience Level Any
  • Slides Attached Yes

2:50pm IST

Security: Why It _has_to Be Open Source - Mike Bursell, Confidential Computing
Tuesday June 16, 2026 2:50pm - 3:30pm IST
We all believe in open source - or we wouldn't be attending this conference. But although open source may be a "nice to have" property for software in general, this talk will try to convince you that security software really _must_ be open source. With nearly 30 years of open source and security experience, Mike will address some of the key ways in which the open source community does security - and also debunk a dangerous myth. We will ensure we have lots of times for questions - open source and security should both be two-way conversations!
Speakers
avatar for Mike Bursell

Mike Bursell

Executive Director, Confidential Computing Consortium
Mike Bursell is the Executive Director of the Confidential Computing Consortium. He is one of the co-founders of the Enarx project (https://enarx.dev), and was CEO and co-founder of Profian, a start-up based on Enarx. He currently holds advisory board roles with various start-ups... Read More →
Tuesday June 16, 2026 2:50pm - 3:30pm IST
204 (Level 2)
  Open Source 101 (LF Education)
  • Audience Experience Level Any
  • Slides Attached Yes

3:40pm IST

Event-Driven Platform Engineering: From Reactive Ops To Autonomous Control Loops - Josephine Eskaline Joyce & Prashanth Bhat, IBM India Pvt Ltd
Tuesday June 16, 2026 3:40pm - 4:20pm IST
Modern platform teams are overwhelmed by reactive operations where manual escalation, delayed remediation, and siloed automation take over. This session presents Event-Driven Platform Engineering as a framework for the design of platforms from ticket-driven systems to autonomous control loops. With the aid of Kubernetes controllers, event streams, policy engines, and real-time telemetry, platforms can identify, decide, and act without recourse to human intervention. We will also look at how events from observability systems, CI/CD pipelines, policy violations, and runtime signals can be transformed into actionable triggers for automation that powers scaling, remediation, governance enforcement, and developer workflows. The talk presents a reference architecture consisting of Kubernetes operators, Prometheus metrics, event brokers, and policy-as-code frameworks for developing self-adaptive internal developer platforms. Attendees will gain a structured approach to designing event-native platforms such as MTTR reduction, SLA compliance, continuous guardrails enforcement, and developer experience enhancement that align with open-source cloud-native environments.
Speakers
avatar for Josephine Eskaline Joyce

Josephine Eskaline Joyce

STSM, Principal Cloud Architect, IBM India Pvt Ltd
Josephine Eskaline Joyce is a Principal Cloud Architect and Senior Technical Staff Member (STSM) at IBM India, bringing over 26 years of experience in the IT industry. As an IBM Master Inventor, she is recognized for her deep expertise in cloud architecture, cloud security, enterprise... Read More →
avatar for Prashanth Bhat

Prashanth Bhat

Lead Architect, IBM Cloud, IBM India Private Limited
Prashant is a Cloud Architect working in the PaaS and Automation space, with a strong focus on cloud-native, event-driven architectures, and resilience engineering. Over the years, I’ve designed and built large-scale cloud services that power proactive alerting, automation, and... Read More →
Tuesday June 16, 2026 3:40pm - 4:20pm IST
206 (Level 2)
  CI/CD

3:40pm IST

I Break Things, AI Fixes Them: Building a Self-Healing CI/CD Pipeline - Premved Dhote, Red Hat
Tuesday June 16, 2026 3:40pm - 4:20pm IST
A broken deployment is every developer's nightmare. Standard CI/CD pipelines fail on minor typos or missing dependencies, forcing engineers to dig through logs and push manual fixes. What if your infrastructure could safely fix itself?
This session explores the transition from rigid automation to AI-driven recovery, introducing the "Pipeline Doctor" in Python: an agentic AI system acting as a self-healing safety net for your repositories.
Allowing AI to write production code sounds terrifying, doesn't it? This is why this talk prioritizes strict execution guardrails. Attendees will learn to set strict tool-calling boundaries around the LLM that securely restrict its capabilities.
Watch me intentionally break a live deployment pipeline to demonstrate how the autonomous agent catches the failure, securely verifies its fix inside an isolated GitHub Actions sandbox, and submits a Pull Request paired with an auto-generated Root Cause Analysis (RCA). Attendees will leave with a practical, open-source blueprint to build self-healing pipelines in their own environments.
Speakers
avatar for Premved Dhote

Premved Dhote

Software Engineering Intern @ Red Hat, Red Hat
Premved Dhote is a Software Engineering Intern at Red Hat. He actively contributes to open-source software and is passionate about building futuristic AI tools. His interests include cloud-native development and Agentic AI. Driven by continuous learning, he enjoys tackling complex... Read More →
Tuesday June 16, 2026 3:40pm - 4:20pm IST
Lotus Ballroom 3 (Level 3)
  CI/CD

4:50pm IST

Guide To Become Linux Kernel Maintainer - Krzysztof Kozlowski, Qualcomm
Tuesday June 16, 2026 4:50pm - 5:30pm IST
Linux kernel development has long since moved past the point of lacking contributors, with around 2,000 developers participating in each release and up to 330 first-time committers [1]. What the development process is missing, however, are reviewers and maintainers.

If you ever thought that becoming a Linux kernel maintainer was something reserved for members of a secret kernel lodge, join this talk in which we will explain why - and how - you should become a Linux kernel maintainer, with a focus on improving the Embedded Linux ecosystem.

Intention of this talk is not only present Krzysztof's ideas how to become Linux kernel maintainer, but also bring discussion with the audience, hoping more senior kernel maintainers will join and participate with their ideas and comments. Thus it could be considered a sort of half-Birds of Feather session.

[1] LWN.net: Some 6.18 development statistics, https://lwn.net/Articles/1046966/
Speakers
avatar for Krzysztof Kozlowski

Krzysztof Kozlowski

Linux Kernel Maintainer, Qualcomm
Krzysztof Kozlowski is an active Linux Kernel developer, working currently for Qualcomm. Krzysztof (co-)maintains several upstream kernel subsystems: the SoC subsystem (formerly arm-soc), Devicetree bindings, Memory controller drivers and Samsung Exynos SoC ARM/ARM64 architecture... Read More →
Tuesday June 16, 2026 4:50pm - 5:30pm IST
Lotus Ballroom 3 (Level 3)
  Linux
  • Audience Experience Level Advanced
  • Slides Attached Yes

4:50pm IST

An Introduction To Coreboot and LinuxBoot: Building Modern Open Boot Stack - Manish Baing & Arun Mahendran, Lenovo
Tuesday June 16, 2026 4:50pm - 5:30pm IST
Modern server infrastructure is frequently limited by proprietary UEFI firmware—a slow, unauditable "black box" that introduces security risks and operational bloat. This session presents a transformative alternative: a lean, open-source boot stack pairing coreboot with LinuxBoot to achieve rapid boot times .
We will explore the technical synergy between these two powerhouses. coreboot handles the critical "early wake-up" of silicon—including DRAM, CPU, and PCI initialization—before handing control to LinuxBoot. By embedding a minimalist Linux kernel directly into the firmware flash, LinuxBoot replaces complex UEFI DXE phases with battle-tested upstream drivers. Attendees will learn the conceptual foundations of the u-root Go-based userland for flexible networking and storage logic, alongside the kexec system call for seamless transitions to the production OS. This session provides a roadmap for building vendor-neutral, high-performance infrastructure from the reset vector up.
Speakers
avatar for Manish Baing

Manish Baing

Firmware Engineer, Lenovo
I am Manish Baing, an Embedded Software Developer with over 12+ years of experience. Currently working at Lenovo, focusing on OpenBMC development for Lenovo's ThinkSystem servers.
My career progressed from 8-bit microcontrollers to advanced embedded systems, covering power management, industrial automation, Semiconductor, and storage. I have presented Linux foundation 1st ever open source summit at India . I have presented two break-out session in Open compute pro... Read More →
avatar for Arun Mahendran

Arun Mahendran

Advisory Engineer Lenovo, Lenovo
I am a seasoned System Software Engineer and Data Science & Machine Learning Architect with over 18 years of experience in building software systems using Python, C/C++, and advanced scripting technologies. My expertise spans cloud computing, machine learning, embedded systems, and... Read More →
Tuesday June 16, 2026 4:50pm - 5:30pm IST
206 (Level 2)

5:40pm IST

Efficient Performance Profiling for Virtual Machines - Sandipan Das, AMD
Tuesday June 16, 2026 5:40pm - 6:20pm IST
Performance profiling in virtualized environments has traditionally required trade-offs between accuracy and overhead. Mediated PMU, a recent change to Linux's built-in KVM hypervisor, fundamentally changes this by providing guests direct access to hardware Performance Monitoring Units (PMUs).

This talk will:
- Explore the differences between the old and new approaches.
- Demonstrate a reduction in PMU virtualization overhead and improvement in profiling accuracy.
- Discuss the key trade-off: while guests gain direct hardware access, the host loses the ability to profile guest workloads through perf.

This talk is ideal for virtualization engineers, kernel developers, and anyone performing performance analysis in cloud or virtualized environments who needs accurate, low-overhead profiling data.
Speakers
avatar for Sandipan Das

Sandipan Das

Linux Kernel Engineer, AMD
Sandipan is a Linux kernel engineer at AMD specializing in the perf events subsystem. In the past, he has also contributed to the memory management, eBPF, and tracing infrastructure as well as projects like IO Visor, QEMU and gem5.
Tuesday June 16, 2026 5:40pm - 6:20pm IST
Lotus Ballroom 3 (Level 3)
  Linux

5:40pm IST

Scientific Machine Learning With NVIDIA PhysicsNeMo - Aniket Kulkarni & Samudyata Minasandra, Curlscape
Tuesday June 16, 2026 5:40pm - 6:20pm IST
Predicting how air flows and heat distributes through a physical product is essential for product feasibility studies, performance analysis etc. But it takes hours to days per design variant. You model the geometry, generate a mesh, set up boundary conditions, run the solver, post-process the results. The bigger issue is the back-and-forth between the designer and the simulation engineer. Multiply that by the dozens to hundreds of variants you need to explore a design space, and you get missed deadlines, stale questions, and engineering time spent waiting instead of thinking.
This talk covers usage of OpenFOAM to generate parametric training datasets across geometric and flow parameters with Latin Hypercube Sampling, then train a surrogate model using NVIDIA's PhysicsNeMo framework and its DoMINO (Deep Operator Network for Multi-physics) architecture. DoMINO encodes 3D geometry as a signed distance field, combines it with local surface features, and predicts pressure, temperature, and velocity directly on the part surface in a single forward pass, replacing the entire simulation chain. We'll go through how DoMINO works and why it fits this class of problems.
Speakers
avatar for Aniket Kulkarni

Aniket Kulkarni

Founder, Curlscape
Aniket Kulkarni is an experienced AI leader, entrepreneur, and technologist with expertise in AI; specifically AI Agents using OSS, open source small language models. Aniket is passionate about exploring technology for creating efficient, scalable, and accessible AI solutions that... Read More →
avatar for Samudyata Minasandra

Samudyata Minasandra

Generative AI intern at Curlscape, Curlscape
I’m a Computer Science Engineering undergraduate and Generative AI intern at Curlscape working on scientific machine learning and deep learning. My work spans surrogate modeling for physical systems, operator learning, and building ML pipelines for real-world problems. Recently... Read More →
Tuesday June 16, 2026 5:40pm - 6:20pm IST
Jasmine Hall 2 (Level 3)
  Open AI + Data
  • Audience Experience Level Advanced
  • Slides Attached Yes

5:40pm IST

Recipes and Runtimes: Making Sense of Containers in 2026 - Soundarya Rangarajan, Canonical
Tuesday June 16, 2026 5:40pm - 6:20pm IST
If you feel overwhelmed by jargon thrown around in forums, conferences, and headlines focussed on containers and the cloud, you’re not alone. In 2026, image hardening, provenance, secure supply chains—oops, it’s happening again, isn’t it? Let’s step back.

This session takes a hands-on, bottom-up approach to understand containerization. Build along as we containerize a simple app and run it, starting with a naive approach and iteratively improving it until we have a production-grade image. At each step, new concepts are introduced only once we've understood the need for them. We'll work with Docker, understand container runtimes, even touch upon new-age tools like Rockcraft and Chisel.

To make this fun, we’ll use baking as a guiding analogy: images as recipes, dependencies as ingredients, and runtime environments as kitchens!

By the end, you’ll be able to walk confidently into real-world discussions about containers, ready to participate and learn better.
Speakers
avatar for Soundarya Rangarajan

Soundarya Rangarajan

Developer Success Engineer, Canonical
A classic full-stack dabbler, I’ve worked across domains, from mobile and game frontends to engineering microservices for travel workflows. Tech wasn’t always the plan though; I once saw coding as an exclusive club I didn't belong to. Community changed that, and today I’m driven... Read More →
Tuesday June 16, 2026 5:40pm - 6:20pm IST
204 (Level 2)
  Open Source 101 (LF Education)

5:40pm IST

The Maintainer’s Perfect Storm: Survival, Succession, and a Decoupled Future - Amrit Kumar Verma & Gaurav Mishra, Siemens
Tuesday June 16, 2026 5:40pm - 6:20pm IST
Murphy's Law states, "Anything that can go wrong will go wrong." For an Open-Source project, this can be a daunting task. Imagine you are in between a major architectural change, trying to decouple a monolith and your community itself starts to decouple. This is what happened recently in our decade old community and we would like to share the raw behind-the-scenes of our journey, hoping it will be helpful for others who're going through the same.

Our story will portray, how we lost our veteran leaders and architects departing the community, placing an unprecedented load on the remaining maintainers to bridge a massive gap in expertise, institutional knowledge and maintain stability while executing a high-stakes architectural migration. We will also touch bases on how the GenAI can work as a double-edge sword when you are in short of contributors.

Key Takeaways:
1. Practical strategies for project survival when veteran institutional memory departs mid-migration.
2. Why Next.js was a strategic necessity and not just a nice-to-have upgrade.
3. Navigating the influx of high-volume, variable-quality contributions and managing the burnout.
4. Lessons on building a new leadership.
Speakers
avatar for Amrit Kumar Verma

Amrit Kumar Verma

Lead Research Engineer, SIEMENS
Lead Research Professional | Open-Source Contributor | Mentor
Amrit Kumar Verma, Lead Research Professional at Siemens, is a passionate advocate for OSS. Leveraging his 5 yrs. of exp. in enterprise apps and architectures, autonomous vehicle, DL, license compliance, actively contributes to SW360 tool & drives innovation that bridges industry... Read More →
avatar for Gaurav Mishra

Gaurav Mishra

Technology Professional, Siemens
Gaurav Mishra is a passionate advocate for open-source software. Leveraging his nine years of expertise in the domain of semantic web, license compliance and software architectures, he leads the SW360 & FOSSology organizations and drives innovation.

Gaurav actively mentors the next generation of developers. Since 2018, he has guided students through GSoC projects and empowered underprivileged students at Katalyst NGO, igniting their passion for technology... Read More →
Tuesday June 16, 2026 5:40pm - 6:20pm IST
206 (Level 2)
  OSS Enabling & Management
  • Audience Experience Level Any
  • Slides Attached Yes

6:30pm IST

Lightning Talk: If Zephyr Wants To Power AI Cameras, What Must Change? - Rutvij Trivedi, Silicon Signals Pvt. Ltd.
Tuesday June 16, 2026 6:30pm - 6:45pm IST
Cameras are no longer just for pictures, they are now real-time data pipelines that send information to ISPs, NPUs, and control logic. This is because edge AI is becoming a most wanted vision systems. Zephyr is good at deterministic embedded control, but AI-driven camera workloads need new architectural features like zero-copy buffer sharing, accelerator coordination, bounded latency, metadata synchronization, and controlled backpressure.

This talks about what needs to change in Zephyr's camera and driver architecture to make AI vision work in the real world. Based on our experience with Linux media pipelines and setting up embedded cameras, we look at where traditional RTOS-style camera models fail and what simple abstractions are needed to make them work without adding too much complexity.

The goal is not to make Linux features equal, but to make the architecture better. This includes designing pipelines, structuring buffer ownership, making streaming states more predictable, and making things easier to see. The goal is to keep Zephyr lightweight while also allowing robotics, industrial, and mission-critical systems to work with the next generation of AI cameras.
Speakers
avatar for Rutvij Trivedi

Rutvij Trivedi

Co-Founder & M.D., Silicon Signals Pvt. Ltd.
Rutvij, MD of Silicon Signals, has 12 years in Embedded Linux, board bring-up, product engineering, and software development. He built a team at Silicon Signals contributing to open source (Linux kernel, ZephyrOS, AOSP, U-boot, LineageOS). His product development experience spans... Read More →
Tuesday June 16, 2026 6:30pm - 6:45pm IST
Lotus Ballroom 2 (Level 3)
  Zephyr

6:30pm IST

Hardware Assisted PMU Virtualization - Manali Shukla, AMD India PVT LTD
Tuesday June 16, 2026 6:30pm - 7:10pm IST
Virtualizing Performance Monitoring Units (PMUs) requires careful coordination between hardware and software to provide guests with accurate, low-overhead performance monitoring while maintaining security and isolation.

This talk examines what it takes to virtualize PMU features, focusing on a hardware-assisted approach built on the upstream Mediated PMU framework in the Linux kernel.
This talk will
1. Explore motivations such as protecting confidential guests, reducing context-switch overhead, and maintaining host-guest boundaries.
2. Cover hardware support for selective interception, direct interrupt delivery to guests, and automated guest state management, as well as software handling of host state for registers not saved by hardware.
3. Demonstrate performance monitoring counters and instruction-based sampling virtualization, showing how hardware automation improves software-based state management and strengthens security for confidential computing workloads.

This talk is aimed at virtualization engineers, kernel developers, and performance analysts working in cloud or confidential computing environments.
Speakers
avatar for Manali Shukla

Manali Shukla

Linux Kernel Engineer, AMD India PVT LTD
Manali is a Linux Kernel Engineer at AMD specializing in KVM development. She contributes to virtualization infrastructure in the Linux kernel, supporting AMD's hardware virtualization features.
Tuesday June 16, 2026 6:30pm - 7:10pm IST
Lotus Ballroom 3 (Level 3)
  Linux

6:30pm IST

How Kubernetes Networking Really Works: A Packet’s Journey Across Pods and Nodes - Ashwin Sriram, Deutsche Bank & M Viswanath Sai, IIT (BHU)
Tuesday June 16, 2026 6:30pm - 7:10pm IST
Every time one Pod talks to another in Kubernetes, the Linux kernel does a surprising amount of work.

Engineers know Pods get IP addresses. They know Services like ClusterIP and NodePort make workloads reachable. And they trust that traffic somehow finds the right destination.

But what actually happens to a packet once it leaves a Pod, especially when it needs to reach another Pod on a different node?

In this session, we trace that journey across a live Kubernetes cluster. We follow real Pod-to-Pod traffic, observe how packets move across nodes using native Linux networking primitives, and examine what enables flat, routable Pod networking without NAT between workloads.

Rather than treating Kubernetes networking as magic, we connect what we see to the underlying constructs like network namespaces, veth pairs, bridges, routing tables, and packet filtering rules.

Through live demos, attendees will build a clear, practical mental model of how Kubernetes moves packets and leave with a clear mental model for explaining, observing, and debugging Pod-to-Pod traffic in Kubernetes.
Speakers
avatar for S Ashwin

S Ashwin

Software Engineer, Deutsche Bank
Ashwin is a Software Engineer at Deutsche Bank, working on cloud-native platforms with a focus on automation and reliability. His interest in open source led him to join Prometheus-Operator as a GSoC’24 mentee, and he continues to contribute as an active triage member. He is particularly... Read More →
avatar for M Viswanath Sai

M Viswanath Sai

Student, Developer, Builder, IIT (BHU)
I am an Engineering undergraduate student at IIT Varanasi. I started dabbling with software development as a small passion during my freshman year and it has now become a significant part of my life with Open Source. I'm living my best life, constantly learning something new and exciting... Read More →
Tuesday June 16, 2026 6:30pm - 7:10pm IST
204 (Level 2)
  Open Source 101 (LF Education)

6:55pm IST

Lightning Talk: Strengthening Zephyr’s Camera Framework: Architecture Review and Enhancements - Elgin Perumbilly & Ankit Siddhapura, Silicon Signals Pvt LTD
Tuesday June 16, 2026 6:55pm - 7:10pm IST
This session compares how camera support is built in the Zephyr Project and in the Linux kernel camera subsystem.

Zephyr focuses on real-time behavior, low memory usage, and simple system design, making it suitable for small, low-power vision devices. Linux, through frameworks such as Video4Linux2 and the Media Controller subsystem, provides a more structured and scalable approach capable of handling complex camera pipelines, multiple cameras, and advanced processing.

The session examines architectural trade offs between the two camera subsystems, comparing their design approaches and highlighting differences in driver structure, pipeline design, and overall system integration. It also explores how Zephyr’s camera architecture can evolve to support more advanced and scalable vision needs, moving closer to Linux capabilities.
Speakers
avatar for Elgin Perumbilly

Elgin Perumbilly

Embedded Software Engineer, Silicon Signals Pvt LTD
Embedded Software Engineer at Silicon Signals Pvt. Ltd

Active contributor to Linux and Zephyr ecosystems, camera driver maintainer in Linux.

Embedded Software Engineer specializing in Linux and Zephyr camera stacks, with hands-on experience on NXP and Qualcomm platforms



... Read More →
avatar for Ankit Siddhapura

Ankit Siddhapura

Technical Lead, Silicon Signals Pvt. Ltd
Ankit Siddhapura is a Technical lead in embedded software at Silicon Signals pvt ltd.

A dedicated contributor to the Android Open Source Project (AOSP) and the Android custom ROM.

Embedded Software Engineer with expertise in Android/Linux BSP, AOSP camera stack, and IoT solutions. Experienced with Qualcomm, NXP, and Amlogic platforms, camera HAL, and wireless protocols like Wi-Fi, Zigbee, and LoRaWAN



... Read More →
Tuesday June 16, 2026 6:55pm - 7:10pm IST
Lotus Ballroom 2 (Level 3)
  Zephyr
  • Audience Experience Level Beginner
  • Slides Attached Yes
 
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