Loading…
16-17 June, 2026
Mumbai, India
View More Details & Registration
Note: The schedule is subject to change.

The Sched app allows you to build your schedule but is not a substitute for your event registration. You must be registered for Open Source Summit India 2026 to participate in the sessions. If you have not registered but would like to join us, please go to the event registration page to purchase a registration.

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


Company: Intermediate clear filter
arrow_back View All Dates
Wednesday, June 17
 

12:00pm IST

Speeding up Your ML Workload: Pytorch Compile and Distributed Training - Aishwariya Chakraborty, Priyanka Naik & Kavya Govindarajan, IBM; G Chander, Independent
Wednesday June 17, 2026 12:00pm - 12:40pm IST
PyTorch is a widely adopted library for deploying ML workloads. It provides robust support for resource optimization, including CPU offload capabilities, memory and distributed workload management. The primary objective of any ML workload is to achieve maximum performance during inference or training. PyTorch enables acceleration of these workloads through support for torch.compile and distributed library capabilities. This session will cover the internals of the torch.compile stack, including the reasons for performance improvements such as internal graph representation optimization. These benefits will be demonstrated in the hands-on part of the session. While torch.compile can provide performance improvements on a single GPU, most production workloads require multiple GPUs to significantly reduce overall execution time. This session will examine how tensor distribution across GPUs is performed using various parallelization techniques, including data, tensor, and pipeline parallelism. The hands-on part of the session will involve implementing these parallelization techniques within a mini-PyTorch implementation, enabling practical understanding of distributed training strategies.
Speakers
avatar for Aishwariya Chakraborty

Aishwariya Chakraborty

Research Scientist, IBM Research
Aishwariya Chakraborty is a Ph.D. from IIT Kharagpur, India, with experience in networked system optimizations. She is currently working on systems for LLMs.
avatar for Priyanka Naik

Priyanka Naik

Staff Research Scientist, IBM Research
Priyanka Naik is a Ph.D. from IIT Bombay, India with experience in networked system. She is working
on multi-cloud aspects around edge observability. She is a speaker at multiple tutorials, workshops and a co-author to a cloud networking book.
avatar for Kavya Govindarajan

Kavya Govindarajan

Research Software Engineer, IBM
Kavya is a research software engineer at IBM Research in the systems team working on networks and systems for AI.
Wednesday June 17, 2026 12:00pm - 12:40pm IST
204 AB (Second Floor)

12:00pm IST

Governing the Ungovernable: Security and Compliance for AI Agents in Open Source Projects - Ronit Raj, GitMesh
Wednesday June 17, 2026 12:00pm - 12:40pm IST
Open source projects are rapidly adopting AI agents for code review, issue triage, PR merging, and sprint planning. But most projects bolt agents on without asking: who audits what the agent did? What happens when an agent merges malicious code? Who is liable when an AI recommendation violates a contributor agreement?

Drawing from GitMesh - an LF-incubated project running production AI agents for engineering workflows - this talk covers the three non-negotiable pillars every open source project needs before deploying agents:

• Audit trails: every AI decision logged, attributed, and reversible
• Policy enforcement: agents operating within explicitly defined
contributor permissions and DCO boundaries
• Human-in-the-loop gates: approval workflows that preserve maintainer accountability without killing automation speed

I'll share what broke when we skipped these, how we fixed it, and the open-source tools (OPA, Sigstore, audit logging patterns) any project can adopt today. Attendees leave with a practical compliance checklist for AI-assisted open source governance.
Speakers
avatar for Ronit Raj

Ronit Raj

Maintainer, GitMesh | Open Source | AI Engineer, GitMesh
I am the GitMesh Maintainer at the Linux Foundation Decentralized Trust, building intelligence layers to translate market signals into developer actions. With expertise in AI/ML and MLOps, I ship features and contribute to open-source projects. Formerly an AI Engineer at edtech startup... Read More →
Wednesday June 17, 2026 12:00pm - 12:40pm IST
205 AB (Second Floor)
  OSS Enabling & Management

12:50pm IST

“Hey AI, Train Llama”: Making Kubeflow Agent-Native With MCP - Akash Jaiswal, Oracle & Abhijeet Dhumal, Red Hat
Wednesday June 17, 2026 12:50pm - 1:30pm IST
ML platforms are powerful, but not always easy to use. A data scientist might understand their model well, yet struggle with Kubernetes configs, SDK APIs, or GPU scheduling. The result is friction — and a lot of “Can someone submit this job for me?” messages.

In this talk, I’ll introduce Kubeflow MCP Server — a Model Context Protocol bridge that exposes the Kubeflow SDK as AI-callable tools. Instead of writing Python or YAML, users can train and manage workloads through natural conversation, while the MCP layer handles validation and policy enforcement underneath.

KEP: https://github.com/kubeflow/community/pull/937

We’ll show:
Turning Kubeflow operations into structured MCP tools
Pre-flight checks that catch resource mismatches before submission
Persona-based filtering so data scientists get safe access while admins keep full control
A two-phase confirmation pattern to avoid accidental large GPU allocations

This session explores what it means for ML infrastructure to become agent-friendly — without compromising governance or cluster safety.
Speakers
avatar for Akash Jaiswal

Akash Jaiswal

Software Engineer, Oracle
Software Developer @Oracle,
GSoC 2025 KubeFlow, GSoC 2022 CC Extractor
Speaker at 5+ events
avatar for Abhijeet Dhumal

Abhijeet Dhumal

Software Engineer, Red Hat
Software Engineer at Red Hat, specialising in cloud native AI and Kubernetes infrastructure.
An active open-source contributor to CNCF projects as well as OpenSource communities - Kubeflow, Ray and Feature Store with experience in cloud-native AI/ML platform development and distr... Read More →
Wednesday June 17, 2026 12:50pm - 1:30pm IST
Lotus 3 (Third Floor)
  CI/CD

12:50pm IST

Demystifying PCI Interrupts: Understanding MSI/MSI‑X in Linux - Shradha Gupta, Microsoft
Wednesday June 17, 2026 12:50pm - 1:30pm IST
Efficient interrupt handling is at the heart of modern operating systems, enabling hardware devices to communicate seamlessly with the kernel. In the Linux ecosystem, the evolution from legacy line based interrupts to advanced mechanisms like Message Signaled Interrupts (MSI) and MSI X has significantly improved scalability, performance, and reliability. Yet, for many developers and practitioners, the inner workings of these mechanisms remain opaque.
This talk aims to demystify PCI interrupt handling in Linux, with a focus on MSI/MSI X. We will begin by revisiting the limitations of traditional interrupt models, then explore how MSI/MSI X leverage in band signaling to overcome them. Attendees will gain insights into:
• The architectural differences between legacy interrupts and MSI/MSI X.
• How the Linux kernel configures and manages these interrupts.
• Practical debugging techniques for PCI devices using MSI/MSI X.
• Real world performance implications in networking, storage, and virtualization workloads.
Speakers
avatar for Shradha Gupta

Shradha Gupta

Senior Software Engineer, microsoft
A Microsoft engineer who is an open‑source enthusiast and lifelong learner with a deep interest in Linux internals, device drivers, and system performance. Rather than claiming mastery, I approach technology with curiosity and a commitment to continuous growth
Wednesday June 17, 2026 12:50pm - 1:30pm IST
206 AB (Second Floor)
  Linux

12:50pm IST

Democratizing Grid Intelligence for Developing Nations Through Linux-open-source Infrastructure - Dr. Satabdy Jena, Shell India Markets Pvt. Ltd. & Dr. Nikita Rao, IIT Guwahati
Wednesday June 17, 2026 12:50pm - 1:30pm IST
Developing countries face increasing renewable integration, ageing power grid infrastructure and dependence on proprietary energy management systems. This session presents an open, Linux‑powered blueprint for future-ready power grids built entirely on FOSS principles. Aligned with Shell’s inner‑source philosophy, the approach demonstrates how shared innovation, standardized interfaces and reusable components accelerate scalable grid intelligence. Leveraging the LF Energy ecosystem—extending critical modules for load forecasting, system‑state estimation, load flow, voltage control and fault restoration for electric power grids—the architecture shows how community‑driven development reduces vendor lock‑in, lowers deployment costs and enables rapid iteration. For emerging economies such as India, this model illustrates how open collaboration strengthens energy resilience while advancing secure and efficient digital infrastructure to support long‑term energy transition goals.
Speakers
DS

Dr. Satabdy Jena

Shell India Markets Pvt. Ltd.
Satabdy Jena completed her PhD in Electrical engineering (Power Systems) from IIT ROORKEE in 2023. Post this , she joined Shell Technology Centre Bangalore as a Power Systems Modelling Researcher. Her broader domain of work and research interests include microgrids,
control systems design, Electrolysers integration, e-mobility, Grid Automation, Techno-commercial analysis
... Read More →
avatar for Dr. Nikita Ramachandra

Dr. Nikita Ramachandra

Postdoctoral Fellow, IIT Guwahati
Dr. Nikita Ramachandra is a Visvesvaraya Postdoctoral Fellow at IIT Guwahati and a researcher in power systems and smart grid technologies. She previously served as a Project Officer at IIT Madras, where she contributed to the development of advanced grid automation functionalities using a microservices... Read More →
Wednesday June 17, 2026 12:50pm - 1:30pm IST
Jasmine 2 (Third Floor)
  Linux for Emerging Countries

12:50pm IST

Poisoning the Well: Why AI Governance Is the OSPO’s New Frontier - Madhusudanan GK, NatWest group
Wednesday June 17, 2026 12:50pm - 1:30pm IST
As banks shift from traditional software to LLMs, the threat landscape is evolving from "bugs in code" to "poison in data." Traditional vulnerability management (CVEs) cannot detect a model that has been trained to have a backdoor. This lightning talk explores the critical risk of Data Poisoning and Indirect Prompt Injection in a regulated fintech environment.

We will walk through concrete examples—from "hidden" instructions in customer documents to "Trojan Horse" models downloaded from public repositories—that can lead to unauthorized transfers or massive reputational damage. The session provides a 3-step governance framework for OSPOs to move beyond SCA and toward Model Integrity:

Implementing Data Lineage for fine-tuning sets,

Adopting Adversarial Red-Teaming as a standard release gate, a
Leveraging open-source frameworks like MITRE ATLAS to map AI-specific threats and tools like garak, augustus to detect the vulnerabilities
Learn why the OSPO is the natural home for AI Safety and how to protect your organization's "Intelligence Supply Chain" from being poisoned at the source.
Speakers
avatar for Madhusudanan

Madhusudanan

Principal Engineer, OSPO, NatWest group
I am working as a Principal Engineer for the Open Source Program Office (OSPO) in NatWest group India. Although my primary area of focus is enhancing the supply chain security in open source and safe adoption of open source applications within a highly regulated financial institution... Read More →
Wednesday June 17, 2026 12:50pm - 1:30pm IST
205 AB (Second Floor)
  OSS Enabling & Management

1:40pm IST

When Nobody Owns Quality: Making Testing Responsibility Explicit in Open Source Projects - Ujjwal Kumar Singh, Skeps
Wednesday June 17, 2026 1:40pm - 2:20pm IST
Who owns testing standards in your project? Who decides release gates? Who pays the cost of test debt?

Many open source projects cannot answer clearly. Not because maintainers do not care, but because test health responsibility emerges informally rather than being explicitly defined. What remains informal becomes nobody's obligation until it turns into everyone's problem.

Examining governance docs, contributor guidelines and issue discussions from Linux kernel, Kubernetes, Apache and OpenStack, this talk surfaces a recurring pattern: investing in CI alone does not clarify who owns test health. Kubernetes has a testing SIG and extensive CI, yet flaky test discussions reveal uncertainty about who can enforce fixes.

Four practical steps projects can adopt:

Make testing ownership explicit in governance and contributing documentation.
Define release quality gates that are written, versioned and enforced.
Designate CI health stewardship the way projects designate release managers.
Track flaky test debt the way projects track open issues.

Open source conferences focus on tools. This talk focuses on ownership: a framework for identifying and closing gaps in test health responsibility.
Speakers
avatar for Ujjwal Kumar Singh

Ujjwal Kumar Singh

Software Development Engineer in Test, Skeps
Ujjwal Kumar Singh is a Software Tester who focuses on exploring software quality beyond traditional test cases and automation. His work centers on understanding how testing practices interact with engineering workflows, contributor collaboration, and project governance. He is particularly... Read More →
Wednesday June 17, 2026 1:40pm - 2:20pm IST
Lotus 3 (Third Floor)
  CI/CD

1:40pm IST

Detecting and Defusing the Ticking Time Bomb: Understanding CVEs and Upstreaming in Yocto - Siddharth Doshi, Montavista Software LLC
Wednesday June 17, 2026 1:40pm - 2:20pm IST
Unpatched vulnerabilities don't break builds, but can compromise entire infrastructures. A single neglected CVE in an embedded device can be a ticking time bomb, potentially causing millions in damages. But in an ocean of CVE's known vulnerabilities, how do you achieve high detection rates without drowning in false positives?

This session touch bases the lifecycle of a CVE, their exploitability, including how CVSS scores are calculated. It then addresses "translation problem"-explaining why different OS ecosystems label and backport CVEs differently, often confusing automated scanners.

Next, the talk deep-dives into practical solutions, demonstrating how to use SBOMs to map dependencies and implement a semi-automated, custom scanning strategy on top of it to maximize threat detection.

Finally, it focuses on practical application within the Yocto Project. The session explores "sustainability loop," sharing tips for applying security patches and version upgrades without breaking the build and dicusses why hoarding local patches creates crushing technical debt, and why pushing fixes upstream is the most strategic, secure choice for both their organization and open-source community.
Speakers
avatar for Siddharth Doshi

Siddharth Doshi

Senior Software Engineer, Montavista Software LLC
Open source enthusiast and 9 years of experience in various rpm and debian based OS specifically in userspace and toolchain domain with a some basic Kernel knowledge. An active Yocto contributor and have been following and integrating various LF projects for 7 years. Also, led a team... Read More →
Wednesday June 17, 2026 1:40pm - 2:20pm IST
Lotus 2 (Third Floor)
  Embedded

1:40pm IST

Panel Discussion: A Balancing Act: OSPOs in Action Within BFSI (Banking, Financial Services, and Insurance) - Ram Iyengar, Linux Foundation; Srividya Giri, Independent; Madhusudanan GK, NatWest Group; Charudutta Panchmatia, HDFC Bank Ltd.
Wednesday June 17, 2026 1:40pm - 2:20pm IST
Mumbai means money!

All the money in all the businesses within India seems to move from within the city. The financial pulse of the nation can be felt here. Many BFSI institutions consider Mumbai their home.

That being said, BFSI & open source share a complicated relationship. Join this panel of OSPO heads who tackle open source concerns in their organizations. The panelists span a diverse range of institutions ranging from nationalized, national, and international institutions.

While their love for OSS is clear, as technology adopters, the ability of software teams within these orgs can be tiring on a good day, to trembling. The opportunity to consume open source is available for them, yet the sheer number of hoops they have to jump through can be daunting.

What's it like belonging to a highly regulated industry, and yet keeping up with various innovative technology within the software world? Come to the panel to find out.
Speakers
avatar for Charudutta Panchmatia

Charudutta Panchmatia

Sr. VP II, OSPO lead & Group Tech Oversight, HDFC Bank Ltd.
Charudutta Panchmatia is Senior Vice President at HDFC Bank, leading Group Technology Oversight and the Open Source Program Office (OSPO), driving enterprise-scale governance for open source adoption.

With over 25 years of experience across core banking, payments, and mission-critical enterprise applications, he has led large-scale transformation—advancing observability, strengthening application resilience, and embedding governance across the technology lifecycle. He has architected... Read More →
avatar for Ram Iyengar

Ram Iyengar

India Community lead, OpenSSF
Ram Iyengar is an engineer by practice and an educator at heart. He was (cf) pushed into technology evangelism along his journey as a developer and hasn’t looked back since! He enjoys helping engineering teams around the world discover new and creative ways to work. He is a proponent... Read More →
avatar for srividya g

srividya g

Senior Manager IT, Prefer not to say
Senior Manager – IT in a highly regulated financial institution. Led deployment of a CBDC platform on Tanzu Kubernetes, integrating 20+ components under strict compliance, and worked on multiple digital platforms including Bharat Bill Payment System. I manage private cloud infrastructure... Read More →
avatar for Madhusudanan

Madhusudanan

Principal Engineer, OSPO, NatWest group
I am working as a Principal Engineer for the Open Source Program Office (OSPO) in NatWest group India. Although my primary area of focus is enhancing the supply chain security in open source and safe adoption of open source applications within a highly regulated financial institution... Read More →
Wednesday June 17, 2026 1:40pm - 2:20pm IST
205 AB (Second Floor)
  OSS Enabling & Management

1:40pm IST

But It Builds on My Machine!: Building Deterministic OCI Images With Nix - Benjamin Philip, Independent
Wednesday June 17, 2026 1:40pm - 2:20pm IST
Docker popularized containers as the solution to the classic “it works on my machine” problem by packaging applications with their environments. Ironically, while containers make runtime environments reproducible, images builds often are not. Docker builds tend to have unrestricted network access, depend on unpinned packages, and may produce different results over time—leading to inconsistent environments, fragile CI/CD pipelines, and difficult-to-reproduce failures.

Deterministic software builds are a well-understood problem in the broader build systems world. From a build perspective, container images are simply artifacts—no different from compiled binaries—and follow the same principles of
reproducibility.

The Nix build system was designed to produce hermetic, reproducible builds. By using Nix to construct OCI images, we can eliminate many sources of non-determinism while enabling the same environment definitions to be reused across development, CI, and containers.

In this talk, we’ll explore common sources of non-determinism in Docker builds and show how Nix can produce deterministic OCI images, from augmenting existing Docker workflows to building images entirely with Nix.
Speakers
avatar for Benjamin Philip

Benjamin Philip

Student, Independent
Benjamin is an open source contributor and maintainer who began contributing to open source at the age of 14 and became a project maintainer at 16. He is currently a first-year undergraduate student studying computer science.

He works primarily with functional programming languages such as Elixir and Erlang and contributes to projects in the broader BEAM ecosystem. His technical interests include functional programming, distributed systems, developer tooling, and open source infrastructure... Read More →
Wednesday June 17, 2026 1:40pm - 2:20pm IST
203 (Second Floor)

3:35pm IST

Pull Once, Scale Everywhere: Fixing Image Pull Bottlenecks With Dragonfly - Shivani Rathod, Bacancy Services pvt ltd
Wednesday June 17, 2026 3:35pm - 4:15pm IST
In large Kubernetes clusters, scaling isn’t just about replicas — it’s about distribution efficiency.
When hundreds of pods start simultaneously, container image pulls can silently become your biggest bottleneck.

In this session, we’ll explore how Dragonfly (D7y) transforms traditional image pulling into a peer-to-peer, high-performance distribution system within Kubernetes.

We’ll break down:
Why image pull storms happen
How P2P distribution solves real scaling problems
Dragonfly architecture in Kubernetes
Live flow of how images propagate across nodes
Real-world performance improvements and use cases
This talk is for engineers who want their clusters to scale smarter — not slower.
Because Kubernetes is fast
but only if your images are too.
Speakers
avatar for Shivani Rathod

Shivani Rathod

DevOps Engineer, Bacancy Services pvt ltd
I’m Shivani Rathod, a DevOps Engineer at Bacancy Systems, working with Kubernetes and cloud-native technologies. I enjoy sharing practical experiences from real-world systems and have previously been spoker at Cloud Native Rajkot (4th Jan 2026).
I love talking about CNCF projects & actively contribute to the cloud-native community through talks and blog posts. I’ve been creating and contributing technical blogs around k0rdent, focusing on k8s cluster provisioning and operational best practices... Read More →
Wednesday June 17, 2026 3:35pm - 4:15pm IST
206 AB (Second Floor)
  Cloud & Orchestration

3:35pm IST

Generic BootLoader on Android Platforms - Naina Mehta, Qualcomm India Private Limited
Wednesday June 17, 2026 3:35pm - 4:15pm IST
Bootloaders are critical foundation of Android boot process, responsible for everything from hardware initialization to kernel handoff. However, the current landscape is heavily fragmented, with each silicon vendor and OEM maintaining different bootloader implementations. This diversity leads to duplication of effort, slower security patching, and complex barriers to upgrading the Android boot framework across the ecosystem.
To address these challenges, Google has introduced Generic BootLoader (GBL) - a unified, Rust-based bootloader developed within the Android Open Source Project (AOSP). Designed as a UEFI application, GBL standardizes the boot flow across x86, ARM64, and RISC-V architectures and can be deployed across various existing firmware stacks, including U-Boot, EDK2, and LittleKernel.
This session provides a deep dive into GBL’s architecture. We will explore how GBL utilizes standard upstream UEFI protocols and how it interfaces to select appropriate Device Trees (DT), apply DT fixups, and prepare prepare kernel data (bootconfig/command-line). We will also examine GBL-specific protocols handling Android requirements like A/B slots, Verified Boot (AVB), and Fastboot.
Speakers
avatar for Naina Mehta

Naina Mehta

Lead Engineer, Senior, Qualcomm India Private Limited
Linux Kernel engineer primarily supporting core kernel frameworks and BootLoader for Android on Qualcomm Snapdragon Chipsets.
Wednesday June 17, 2026 3:35pm - 4:15pm IST
Lotus 2 (Third Floor)
  Embedded

3:35pm IST

The Process of Exploration in AI Research: A Researcher’s Perspective - Bibekananda Hati, ExperQuick.org
Wednesday June 17, 2026 3:35pm - 4:15pm IST
AI research is often portrayed as breakthroughs driven by larger models and more compute. In reality, it is an iterative process shaped by uncertainty, failed hypotheses, and refinement. When unstructured, this exploration leads to wasted compute, irreproducible results, and opaque decision-making.

This talk examines AI exploration from a researcher’s perspective, focusing on responsibility and sustainability. From hypothesis formation to experiment design and model comparison, we explore how structured experimentation enables clearer reasoning and accountable research practices.

A central theme is understanding the behavior of every component of an experiment through systematic testing. Models, data pipelines, loss functions, optimization strategies, and training loops interact in complex ways. By isolating and analyzing these components deliberately, researchers can reduce redundant experimentation, improve transparency, and make more responsible use of computational resources.

Attendees will gain practical principles for building reproducible, sustainable, and ethically grounded AI research workflows in open ecosystems.
Speakers
avatar for Bibekananda Hati

Bibekananda Hati

Founder & CEO, ExperQuick.org
I hold an MSc in Data Science. My journey began in my first semester while building PyTorchLabFlow, which later became generalized as PyLabFlow. I recently founded, ExperQuick.org, around it to support researchers across domains.
Wednesday June 17, 2026 3:35pm - 4:15pm IST
Jasmine 2 (Third Floor)
  Open AI + Data

4:25pm IST

Operators Live in the Past: Designing Reliable Kubernetes Controllers - Someshwaran Mohan Kumar, Elastic
Wednesday June 17, 2026 4:25pm - 5:05pm IST
Writing a Kubernetes operator looks easy with Kubebuilder and controller-runtime, until production traffic hits. Then the real problems begin.

This session dives into the hard parts of building production-grade operators, focusing on the reconciliation loop and managing stateful workloads safely.

Operators inherently "live in the past" because they read from a cache populated by watch events. This stale view can cause subtle race conditions, over-creation bugs, and inconsistent state. We’ll explore how to handle this safely using optimistic concurrency, resource versions, and the memory expectations pattern used by core Kubernetes controllers.

I’ll also cover designing idempotent reconciliations, deterministic resource naming, spec-hash comparisons instead of brittle DeepEqual checks, safe pod template customization, and the realities of StatefulSets and persistent volumes, including update strategies like OnDelete and volume binding pitfalls.

If you’re building or operating controllers in real clusters, this talk will help you avoid painful production mistakes.
Speakers
avatar for Someshwaran Mohan Kumar

Someshwaran Mohan Kumar

Developer Advocate, Elastic
I’m a Developer Advocate at Elastic and an open-source enthusiast shaped by community collaboration. I enjoy building systems, exploring codebases, and solving real-world distributed systems challenges.

At Elastic, I lead developer communities across India, helping platform teams understand cloud-native architecture, Kubernetes, observability, search, and scalable system design. I share practical insights from our engineering journey through talks, workshops, demos, and technical w... Read More →
Wednesday June 17, 2026 4:25pm - 5:05pm IST
203 (Second Floor)
  Cloud & Orchestration

4:25pm IST

53 Years of Ethernet: Evolving With Open Standards for AI Infrastructure - Kapil Mehta, Cisco Systems (India) Private Limited
Wednesday June 17, 2026 4:25pm - 5:05pm IST
The rapid growth of AI data centres is placing unprecedented demands on Ethernet, pushing the 53 year old technology beyond its legacy of best effort delivery. While Ethernet has continuously evolved, modern AI workloads introduce unique challenges such as RDMA driven traffic patterns, network congestion, and the need for lossless, ultra-low latency communication. These demands are critical across both scale-up and scale-out AI fabrics, which must support high-throughput training and latency-sensitive distributed inference between tightly coupled GPUs or xPUs.

This session explores how the ecosystem is addressing these challenges, highlighting key advances in open standards including:

The Ultra Ethernet Transport (UET) protocol from the Ultra Ethernet Consortium (UEC), a Linux Foundation project.
The SUE-T protocol associated with the UA Link industry initiative.
The Ethernet for Scale-Up Networking (ESUN) work-stream within the Open Compute Project (OCP).

Open collaboration is reinventing Ethernet as the scalable, interoperable backbone for the next generation of computing.
Speakers
avatar for Kapil Mehta

Kapil Mehta

Technical Leader, Cisco Systems (India) Private Limited
Kapil Mehta is a Technical Leader at Cisco with over 14 years of experience designing and operating large-scale Service Provider and Enterprise networks. He holds a Masters in Networks Technology & Management and multiple expert-level certifications, including CCDE & CCIE.
A recognized industry voice, he has spoken at Cisco Live USA on AI Data Centre Technologies and new innovations Ultra Ethernet standard. He is passionate about the evolution of networking to meet next-generation demands... Read More →
Wednesday June 17, 2026 4:25pm - 5:05pm IST
205 AB (Second Floor)

4:25pm IST

What If Npm Install Could Say No? Real-Time Defense Against Malicious Packages - Sahil Bansal, SafeDep
Wednesday June 17, 2026 4:25pm - 5:05pm IST
Every npm install or pip install pulls in dozens of packages which includes transitive dependencies no one has reviewed. This is the most unguarded moment in the software supply chain: malicious code enters a developer's machine before any CI/CD check or SBOM scan even runs.

Attackers know this. Typosquatting, dependency confusion, and pre/post-install script exploitation all target the install step specifically, because that's where defences are weakest.

In this talk, I'll discuss a different approach: guarding the package manager itself. Instead of scanning after installation, what if we could analyse packages in real-time and block threats before they execute? I'll walk through real attack patterns, explain how combining malware analysis with OS-native sandboxing makes this practical, and share what we've learned building open source tooling in this space.

You'll get to know about:
- Why install-time is the critical gap in dependency security
- How real supply chain attacks bypass pipeline-stage scanning
- Practical ways to add real-time package protection using open source tools
Speakers
avatar for Sahil Bansal

Sahil Bansal

Software Engineer, SafeDep
Sahil is a software engineer at SafeDep, where he works on open source supply chain security tooling including PMG. He has a background in systems programming, having built AtomixDB, a relational database in Go, and Runbox, a sandbox using Linux namespaces, cgroups and seccomp. He... Read More →
Wednesday June 17, 2026 4:25pm - 5:05pm IST
204 AB (Second Floor)

5:15pm IST

Full Disk Encryption for Confidential Computing Guests - Anirban Sinha, Red Hat
Wednesday June 17, 2026 5:15pm - 5:55pm IST
Modern confidential computing technologies like AMD SEV-SNP and Intel TDX provide a reliable way to isolate guest workload and data in use from the virtualization or cloud infrastructure. Protecting data at rest is, however, not something you get ‘by default’. The task is particularly challenging for traditional operating systems where users expect to get full read/write experience.

The good news is that Linux OS already offers a number of great technologies which can be combined to achieve the goal: dm-verity and dm-integrity, LUKS, discoverable disk images and others. Doing it all right, however, is left as an “exercise to the reader”. In particular, the proposed solution must allow for meaningful remote attestation at any time in the lifetime of the guest.

The talk will focus on the recent developments in various upstream projects like systemd and dracut which are focused on making full disk encryption consumable by confidential computing guests running in a cloud.
Speakers
avatar for Anirban Sinha

Anirban Sinha

Principal Software Engineer, Red Hat
I am a software engineer who works for Red Hat in the virtualization engineering group. My primary focus areas are Confidential computing, QEMU, KVM, libvirt and open source cloud virtualization tools like cloud-init, Microsoft WALA agent, hyperv-daemons etc. I have worked in Canada... Read More →
Wednesday June 17, 2026 5:15pm - 5:55pm IST
206 AB (Second Floor)
  Cloud & Orchestration

5:15pm IST

The Containerization of the Operating System: Exploring Bootc and the Future of Linux Deployment - Hema Arun, EmiratesNBD
Wednesday June 17, 2026 5:15pm - 5:55pm IST
For decades, Linux servers have been maintained using package managers, configuration management, and patching cycles. But what if the operating system itself behaved like a container image?

bootc introduces a new model where a full Linux host is delivered, updated, and rolled back using OCI images — bringing application deployment semantics to operating systems.

In this talk, I explore what changes when the host becomes immutable: updates, drift management, disaster recovery, and fleet consistency. Through hands-on experimentation, I compare traditional configuration management approaches with image-based host delivery and highlight where each model succeeds or fails.

Rather than a product introduction, this session focuses on operational impact: how platform engineers can rethink provisioning, patching, and rollback strategies in data center and edge environments.

Attendees will leave with a clear mental model of when this approach simplifies infrastructure — and when it does not.
Speakers
avatar for Hema Arun

Hema Arun

Senior Technology Engineer, Emirates National Bank of Dubai
Hema Arun is a Senior Infrastructure Engineer specializing in Linux and Platform reliability in enterprise environments. She is the first woman in the Middle East to earn the Red Hat Certified Architect (RHCA) certification and actively contributes to the community through workshops... Read More →
Wednesday June 17, 2026 5:15pm - 5:55pm IST
203 (Second Floor)
  Cloud & Orchestration

5:15pm IST

Introducing In-Kernel PSI Auto Monitor Feature - Pintu Kumar Agarwal, Qualcomm
Wednesday June 17, 2026 5:15pm - 5:55pm IST
Pressure Stall Information (PSI) is excellent for detecting CPU/memory/I/O contention via trigger windows and user-space polling, but it intentionally avoids attributing pressure to individual tasks. In practice, during severe pressure the “who did it?” question is hardest to answer: systems are sluggish, logs are noisy, and user-space observers can be delayed or miss the critical moment.
Building on PSI work presented at LPC 2024, this session introduces an optional, configurable, lightweight In-Kernel PSI Auto Monitor that captures thread-level contributors exactly when configured PSI thresholds are breached. The design avoids changes to PSI fast paths, requires no always-on daemon, and records contending tasks using existing kernel mechanisms and tracepoints.
I will share upstream patch status and experimental results from real embedded workloads, including PREEMPT_RT scenarios, quantifying trigger latency, overhead, and improvements in root-cause identification. Finally, I will demo a GenAI-assisted pipeline that parses monitor logs, generates timelines, and produces actionable summaries to speed up pressure-event debugging.
Speakers
avatar for Pintu Kumar Agarwal

Pintu Kumar Agarwal

Senior Staff Engineer, Qualcomm
Pintu Kumar Agarwal is a Linux Kernel engineer with over 20 years of experience in embedded product development.
He has been contributing to the Linux kernel since 2012 with several patches and conference papers.
This is his 7th talk in Linux conferences world-wide.
Wednesday June 17, 2026 5:15pm - 5:55pm IST
Lotus 3 (Third Floor)
  Linux

5:15pm IST

From Pipelines To Provenance: Reproducible Builds With Tekton - Shubham Bhardwaj & Divyanshu Agrawal, Red Hat
Wednesday June 17, 2026 5:15pm - 5:55pm IST
What if two independent builds of the same source code produced byte-identical artifacts every time? That’s the goal of reproducible builds and one of the strongest guarantees we can provide for software supply chain integrity. Yet in many CI/CD systems, builds still include hidden sources of nondeterminism.

In this session we’ll break down what reproducible builds actually mean, why they matter beyond simple bit-for-bit equality, and the common pitfalls that quietly break reproducibility—embedded timestamps, non-deterministic file ordering, and environment leakage.

As a Tekton maintainer, I’ll show how Tekton pipeline primitives such as hermetic execution, parameterized TaskRuns, and provenance via Tekton Chains can make deterministic builds practical in real pipelines. Through a live demo, we’ll build a container image, verify identical digests across independent pipeline runs, and generate SLSA-compliant provenance.

Attendees will leave with a clear mental model of reproducibility and concrete patterns for auditing and improving their own pipelines.
Speakers
avatar for Shubham Bhardwaj

Shubham Bhardwaj

Software Engineer at Red Hat, Red Hat
A Software Engineer focused on Kubernetes, cloud-native platforms, and software supply chain security. He works on building and securing CI/CD and deployment workflows, with hands-on experience across containerized systems, Kubernetes controllers, and pipeline automation.
avatar for Divyanshu Agrawal

Divyanshu Agrawal

Senior Software Engineer, Red Hat
A Software Engineer at Red Hat and active open-source contributor focused on Kubernetes and cloud-native platforms. He contributes to open-source projects and works on building scalable systems using modern cloud-native technologies. He is passionate about open source, community collaboration... Read More →
Wednesday June 17, 2026 5:15pm - 5:55pm IST
204 AB (Second Floor)

6:25pm IST

Agentic Delivery, Guardrailed: AI in CI/CD & Platform Engineering (Open Source Patterns) - Manas Ray & Kalyan Kolachala, Symphony AI Group
Wednesday June 17, 2026 6:25pm - 7:05pm IST
AI is changing software delivery—but most teams don’t need more “chat with logs.” They need an engineering platform that turns delivery signals into reliable, auditable outcomes. In this session, we’ll walk through practical AI patterns for CI/CD and internal platforms using open-source building blocks: pipeline failure triage copilots grounded in CI logs and runbooks, flaky test detection, test prioritization/selection to shorten feedback loops, and change-risk scoring to drive progressive delivery.
You’ll get a reference architecture that treats the platform as a product: a unified “delivery intelligence” layer that connects Git, CI, CD, and observability (OpenTelemetry) into a closed loop—recommend → assist → automate—only within strict guardrails. We’ll cover what makes this production-safe and open-source friendly: evidence-first outputs (no claim without links), policy-as-code boundaries, secrets redaction, prompt-injection defenses, and evaluation harnesses so AI behavior is testable like any other dependency.
Attendees leave with a starter backlog, rollout plan, and metrics to prove impact (cycle time, false-red rate, MTTR, and change failure rate).
Speakers
avatar for Manas Ray

Manas Ray

Distinguished Architect, Symphony AI Group (saigroup.ai)
Seasoned Technical Architect with expertise in platform and product engineering using Cloud Computing, BigData,
Machine learning, Agentic AI, Kubernetes, Microservices, and DevOps practices in diverse business domains.
avatar for Kalyan Kolachala

Kalyan Kolachala

Managing Director and Head of AI, SymphonyAI Group India
Kalyan is a senior engineering leader with experience in delivering world class, enterprise products and platforms involving SaaS, AI/ML, GenAI, Kubernetes, Cloud, and big data. He is currently India MD at SAI Group, a global enterprise AI leader. Worked previously at Intuit and Hitachi... Read More →
Wednesday June 17, 2026 6:25pm - 7:05pm IST
Lotus 2 (Third Floor)
  CI/CD

6:25pm IST

From Noise To Signal: Building Smart Observability Pipelines With OpenTelemetry - Manoj Sardana, HCL Software; Saloni Narang, Kubesimplify; Saiyam Pathak, vCluster
Wednesday June 17, 2026 6:25pm - 7:05pm IST
Cloud-native systems generate massive volumes of telemetry signals for metrics, logs, and traces, but more data does not always improve observability. Many teams struggle with noisy signals and poorly designed pipelines that increase storage costs and flood engineers with low-value alerts.

In this hands-on workshop, we focus on building effective, noise-free telemetry pipelines using OpenTelemetry Collector, with the LGTM stack (Loki, Grafana, Tempo, and Mimir) as the backend observability platform. Participants will deploy collectors and design pipelines using processors such as filter, transform, and attributes, along with OTTL (OpenTelemetry Transformation Language) for fine-grained filtering and signal transformation. We will also demonstrate tail-based sampling for traces and routing processors to selectively direct telemetry to appropriate backends, helping control signal volume and storage cost.

By the end of the workshop, attendees will gain practical experience designing OpenTelemetry pipelines that prioritize signal quality over quantity using various filtering and processing techniques.
Speakers
avatar for Saiyam Pathak

Saiyam Pathak

Principal Developer Advocate, vCluster
Saiyam is working as Principal Developer Advocate at vCluster. He is the founder of Kubesimplify, focusing on simplifying cloud-native and Kubernetes technologies. Previously at Civo, Walmart Labs, Oracle, and HP, Saiyam has worked on many facets of Kubernetes, including machine learning... Read More →
avatar for Saloni Narang

Saloni Narang

Co Founder Kubesimplify, Kubesimplify
Saloni Narang is the Co-founder of Kubesimplify and has previously worked at SAP Labs. She has hands-on experience with multiple cloud platforms, including GCP, Oracle, and AWS. Passionate about the Cloud Native ecosystem, she loves exploring and writing about emerging open-source... Read More →
avatar for Manoj Sardana

Manoj Sardana

Director of Operations and devOps Tooling, HCL Software
With over 20 years of IT experience, I am Director of operations and information Systems at HCLSoftware, where I lead a team to manage the availability, reliability, and performance of SaaS-based solutions on AWS, GCP, and IBM Cloud. I have extensive experience on cloud native tools... Read More →
Wednesday June 17, 2026 6:25pm - 7:05pm IST
206 AB (Second Floor)
  Cloud & Orchestration

6:25pm IST

Facing Extinction: The Fight To Keep Hardware Crypto Engines in Embedded Linux - Kamlesh Gurudasani & T Pratham, Texas Instruments
Wednesday June 17, 2026 6:25pm - 7:05pm IST
Hardware cryptographic accelerators have been essential in embedded SoCs for decades, yet upstream Linux maintainers are removing/rejecting them. The extinction is underway.

In 2025, maintainers began removing async crypto API support, targeting engines from major SoC vendors for deprecation.[1][2] Software wins on throughput for typical payloads. ARMv8/v9 Crypto Extensions amplify this advantage. Performance-wise, maintainers have a point.

But benchmarks miss critical security. Hardware provides what software cannot: DPA/EMA side-channel attack resistance[3], hardware-backed wrapped key isolation, and secure boundaries essential for physically accessible devices. With PQC transition, hardware crypto becomes more essential.

The crisis: maintainers remove features certifications require and contracts mandate, forcing vendor forks from mainline.

We address making the security case and finding compromises satisfying both maintainability and embedded security.

[1] https://lore.kernel.org/all/[email protected]/
[2] https://lore.kernel.org/all/[email protected]/
[3] https://lore.kernel.org/all/[email protected]/
Speakers
avatar for Kamlesh Gurudasani

Kamlesh Gurudasani

Embedded Security Architect, Texas Instruments
Kamlesh Gurudasani works as an Embedded Security Architect at Texas Instruments.
He has a decade of experience in software development ranging from open-source bootloaders to the Linux kernel, middleware frameworks and applications.
His expertise lies in Linux crypto subsystem, L... Read More →
avatar for T Pratham

T Pratham

Embedded Software Engineer, Texas Instruments
Pratham is an embedded software engineer working at Texas Instruments' Sitara Processors team. His work focuses on Linux security on K3 devices, with significant experience with the Linux crypto layer. He is the author of the DTHEv2 Crypto Engine driver. He also has worked with OP-TEE... Read More →
Wednesday June 17, 2026 6:25pm - 7:05pm IST
Lotus 3 (Third Floor)
  Linux

6:25pm IST

JSON Wastes 60% of Your AI-LLM Tokens. TOON Fixes That - Vitthal Mirji
Wednesday June 17, 2026 6:25pm - 7:05pm IST
Every token sent to an LLM costs money. When you serialize data as JSON for a prompt, you pay for repeated field names, extra braces, and structural noise on every single row. For large datasets that overhead runs to 40-60% of your token bill & it adds nothing useful to the prompt.

TOON (Token-Oriented Object Notation) is a compact, human-readable format built specifically for LLM prompts. It writes column headers once and streams data as plain rows, similar to CSV, but with full support for nesting, arrays, and schema markers. The result is 40-60% fewer tokens with measurably better LLM accuracy: 73.9% one-shot vs JSON's 69.7% on tabular tasks.

This talk covers the TOON format from the ground up: why it exists, how it encodes data, when it wins over JSON and when it does not, and how to use it in real LLM prompts today.

Finally we walk through the toon4s-spark integration, connecting Apache Spark and Databricks to TOON and streaming patterns on Delta Lake.

You will leave knowing exactly how to cut LLM prompt costs, with a format and library you can adopt from any JVM stack today.

Check-
https://github.com/com-vitthalmirji/toon4s
https://toonformat.dev/
Speakers
avatar for Vitthal Mirji

Vitthal Mirji

Staff Software Engineer - Data platforms
Vitthal is a Staff Data Engineer and Software Architect with over 12 years of experience in designing scalable data pipelines, building AI-driven systems, and translating complex business needs into robust technical architecture. He holds deep expertise in data engineering, distributed... Read More →
Wednesday June 17, 2026 6:25pm - 7:05pm IST
Jasmine 2 (Third Floor)
  Open AI + Data

6:25pm IST

Beyond SBOMs and SLSA: Build Trust With Custom Attestations for End-to-End Supply Chain Security - Lavakush Biyani & Pranay Shah, Harness
Wednesday June 17, 2026 6:25pm - 7:05pm IST
Securing software supply chains requires more than just standard formats like SBOMs or SLSA Provenance. Organizations often need custom attestations, metadata that proves how an artifact was built, what dependencies were used, and whether policies like vulnerability scans or unit tests were executed.

In this session, I will show how to extend supply chain security using open-source tools such as Cosign, InToto, and Witness to generate, ingest, and verify these custom attestations.

You’ll learn:

- How to produce attestations for builds, tests, and security checks.

- Methods to sign and verify artifacts, ensuring integrity and authenticity.

- Ways to maintain provenance and chain-of-custody for all artifacts.

- How to enforce custom compliance policies in CI/CD pipelines using OPA.

Through an end-to-end practical demo, you will gain actionable strategies to go beyond standard attestations, giving full visibility and trust in your software supply chains.
Speakers
avatar for Pranay Shah

Pranay Shah

Staff Product Manager, Harness
Pranay Shah is a seasoned security professional with over 11 years of experience across VAPT, vulnerability management, security tooling, and supply chain security. He currently serves as a Staff Product Manager at Harness, where he focuses on building Supply Chain Security solutions... Read More →
avatar for Lavakush Biyani

Lavakush Biyani

Developer Relations Engineer, Harness
Lavakush Biyani is a Developer Relations Engineer at Harness. He has presented talks at international conferences, including Open Source Summit Europe, Korea, and All Day DevOps. Lavakush is an AWS Community Builder and a CDF Ambassador, actively contributing to the developer community... Read More →
Wednesday June 17, 2026 6:25pm - 7:05pm IST
204 AB (Second Floor)

7:15pm IST

Event-Driven Platform Engineering: From Reactive Ops To Autonomous Control Loops - Josephine Eskaline Joyce & Prashanth Bhat, IBM India Pvt Ltd
Wednesday June 17, 2026 7:15pm - 7:55pm 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 →
Wednesday June 17, 2026 7:15pm - 7:55pm IST
Lotus 2 (Third Floor)
  CI/CD

7:15pm IST

AI-Driven Cloud Native Security With Model Context Protocols - Oscar Anadon & Hayk Kocharyan Poghosyan, Sysdig
Wednesday June 17, 2026 7:15pm - 7:55pm IST
Cloud-native environments are growing in scale and complexity, making traditional security approaches difficult to sustain. Static rules and fragmented tooling create operational overhead and slow down both security and platform teams.
This session explores how AI-driven security agents can shift cloud-native protection from reactive alerting to proactive risk identification. By analyzing contextual signals across infrastructure, workloads, and configurations, AI can detect risk patterns early and support faster, smarter security decisions.
The talk also introduces Model Context Protocols as a mechanism for enabling controlled, auditable, least-privilege access to infrastructure tools and telemetry. This allows AI systems to operate safely within governance boundaries while maintaining strong visibility.
Attendees will gain practical insights into embedding AI into cloud-native security workflows, reducing friction for DevOps and platform teams, and strengthening secure-by-design architectures at scale.
Speakers
avatar for Oscar Anadon

Oscar Anadon

Software Engineer, Sysdig
I’m Óscar Anadón, a Software Engineer with a strong focus on DevOps and DevSecOps.
I work on building reliable and scalable systems, automating infrastructure, and integrating security throughout the software development lifecycle.
I’m particularly interested in system architecture, cloud platforms, CI/CD pipelines, and I have a strong interest in entrepreneurship and building technology-driven products... Read More →
avatar for Hayk Kocharyan Poghosyan

Hayk Kocharyan Poghosyan

Senior Software Engineer, Sysdig
I’m a software engineer at Sysdig with a background in cloud-native security. I was born in Armenia and raised in Spain, hold a Bachelor’s degree in Computer Science, and have been working at Sysdig since 2021. I started as a Cloud Native Software Engineer, focusing on cloud security... Read More →
Wednesday June 17, 2026 7:15pm - 7:55pm IST
206 AB (Second Floor)
  Cloud & Orchestration
 
Share Modal

Share this link via

Or copy link

Filter sessions
Apply filters to sessions.
Filtered by Date -