In this keynote session, Mr. Nitin shares how ONDC is leveraging digital public infrastructure to democratize e-commerce, reduce monopolistic control, and foster innovation. By integrating cutting-edge technologies, ONDC is not just redefining commerce but also paving the way for a more accessible and resilient digital economy. Join us as we delve into ONDC's role in shaping India's future through tech-driven transformation and inclusivity.

Connect with Nitin Nair

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I will be covering the essential practices and workflows for developing and deploying large language models efficiently. This session will cover the following key topics: What is LLMOps?: Understand the concept of LLMOps and its role in the lifecycle of AI models, from development to production. Development and Production Workflow: Dive into the structured approach of LLMOps, focusing on how it streamlines the development and deployment processes for AI models. Necessity and Advantages of LLMOps: Learn why LLMOps is crucial for organizations leveraging AI, including its benefits such as improved model management, scalability, and faster iteration cycles. Components of LLMOps: Explore the key components that make up LLMOps such as prompt engineering, model fine-tuning, review and governance, inference management, and monitoring with human feedback. Best Practices in LLMOps: Discover best practices that ensure effective implementation of LLMOps, iterative data handling, usage of open-source libraries for fine-tuning, continuous model monitoring and Regulatory Compliance

Connect with Binoy Thomas

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We will explore the creation of a self-service portal that empowers developers to provision build agents and testing runners effortlessly. This portal supports integration, UI, and load testing, ensuring a seamless and efficient development pipeline. Our solution features built-in metrics and dashboards, providing real-time insights into the performance and health of applications and infrastructure. Security is a top priority, with integrated measures to safeguard the entire environment. On-demand scaling allows resources to be allocated dynamically based on workload requirements, while multi-tenancy ensures isolated and secure environments for different teams or projects. Additionally, cost optimization strategies and tenant-level cost metrics are provided to manage and reduce expenses effectively. Attendees will gain insights into how to implement a scalable, secure, and self-service DevOps platform on Kubernetes, enhancing their development workflows and operational efficiency. By the end of this session, you will be equipped with the knowledge to build and maintain a sophisticated DevOps environment that meets the demands of modern software development

Connect with Nikhil

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Connect with Aakansha Verma

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Kubernetes is 10+ years old, yet one of the most common complaints about it is that it’s much harder for newcomers to learn. This talk aims to fix this. If we can make Kubernetes approachable for developers, we can have a massive positive impact on its adoption. After you attend this talk, you'll never look at Kubernetes the same way again! Whether you're a beginner or a Kubernetes pro, you'll have a set of analogies and ideas to ""explain"" Kubernetes to anyone (including yourself). This will help you build the right foundations in your Kubernetes learning journey.

Connect with Chinmay Naik

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* Analyze recent cyberattacks on critical infrastructure, highlighting their impact and the limitations of existing security measures. * Introduce the concept of air-gapped cloud computing and its role in protecting ultra-sensitive workloads. * Discuss the specific security risks and challenges associated with air-gapped environments. * Present a comprehensive SecOps framework for air-gapped systems, covering monitoring, threat detection, incident response, and vulnerability management.

Connect with Sathish VJ

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Batch processing on Kubernetes comes with many challenges - from flaky pod semantics to unique scheduling constraints to scalability concerns. Despite these challenges, hundreds of thousands of batch jobs are run on our Kuberenetes clusters daily in Accuknox. In this talk, we will dive into why we adopted Kubernetes for batch processing, its benefits, and how we were able to do so on a large scale. Batch Processing has been actively been talked about in AI/ML scenarios, due to need of processing large sets of data for training and inferencing purposes. But with highly dynamic nature of workloads in this era, the security metadata generated in large and there's a need to understand how this can handled efficiently. Lots of design considerations need to go into this to maximise resource utilisation and handle multi tenancy securely and efficiently. This session is from an end user perspective of Accuknox of implementing Kueue based Job Management and talks in details about how we configure it for our usecase.

Connect with Barun Acharya

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Connect with Rudraksh Pareek

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This talk touches several aspects. The architecture and technical challenges, the security and other considerations of building the solution and finally the challenges of using Open Source for your solution and how you can contribute & positively impact those projects.

Connect with Rajith Attapattu

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Connect with Shiv Pratap Singh

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Key takeaways will include: - The fundamentals of OpenTelemetry and its role in observability. - Practical steps for instrumenting applications with OpenTelemetry. - Best practices for setting up Grafana to monitor and analyze OpenTelemetry data. Why this talk is relevant: In an era where downtime and performance issues can significantly impact user experience and business outcomes, observability is more critical than ever. This talk will empower DevOps professionals with the knowledge and tools to enhance their monitoring and troubleshooting capabilities, ultimately leading to more resilient applications. I am excited about the opportunity to share my knowledge and experiences with the DevOps community at DevOpsDays Kerala 2024. Please let me know if there is any additional information you require.

Connect with Ayan Bhadury

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We will start with quick intro of how Horizontal Pod Autoscaler works in K8S, to set context. Post this we go over metrics API in Kubernetes and discuss about how to use Prometheus Adapter to use Kafka Lag metrics (or any metric for that matter) to scale our workloads. We conclude by going over features of KEDA (Kubernetes Event-driven Autoscaling) and how to achieve Kafka Lag based autoscaling in a declarative way using CR/CRDs in KEDA.

Connect with Adarsh K Kumar

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We'll explore popular IaC tools like Terraform demonstrating how to enable consistent, repeatable, and scalable infrastructure deployments. Attendees will learn how to integrate IaC into their CI/CD pipelines, automate infrastructure management, and implement best practices for maintaining code quality and security. Through real-world examples and live demonstrations, this session will equip you with the knowledge and skills to leverage IaC for efficient and effective DevOps automation.

Connect with Jayachandra Reddy Majjiga

LinkedIn: To stay updated with Jayachandra Reddy Majjiga's professional journey and insights, follow him on LinkedIn at https://www.linkedin.com/in/jayachandra-reddy-majjiga-9ab145173

In today's fast-paced digital environment, quality engineers face numerous challenges including high failure rates of UI automation scripts, centralized test data provisioning bottlenecks, and the need to provide rapid feedback on application quality. AI technologies offer robust solutions to these impediments: Automated Story Validation: Ensures comprehensive and accurate user stories, improving the cost of quality. Self-Healing Automation: Reduces maintenance costs by adapting to changes in the UI automatically. Intelligent Test Generation: Enhances productivity by automating the creation of unit and API tests. NLP-Based Visual Testing: Simplifies visual testing processes, improving accuracy and efficiency. Autonomous App Testing: Provides faster feedback through bots that execute tests in parallel.

Connect with George Ukkuru

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Tirith is an open-source policy engine designed to simplify and automate policy enforcement for cloud configurations. This session will explore how Tirith's key features can streamline cloud management. Like declarative syntax, multi-stack compliance, and extensibility for various use cases like IaC resources, Kubernetes configurations, and CI/CD pipelines. Tirith helps discover misconfigurations, build reusable policies, and deploy guardrails. The platform integrates seamlessly into CI/CD pipelines, ensuring continuous compliance and centralized visibility across cloud environments. By the end of this session, you will understand how Tirith can enhance your cloud infrastructure's compliance and security through automated, streamlined policy enforcement.

Connect with Monika Rajput

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As Kerala increasingly contributes to open source and engages in community-driven initiatives, the adoption of DevOps practices can further empower its tech community. This session will spotlight the critical role of DevOps in fostering collaboration, improving efficiency, and accelerating innovation. VV Jacob will also emphasize the need for more community events and platforms that nurture knowledge sharing and engagement, driving Kerala's IT community towards excellence. Join us to explore how DevOps can be the cornerstone of Kerala's continued growth in the tech world.

Connect with V V Jacob

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3 reasons to attend this talk: Culture: Gain insights into fostering a DevSecOps culture that balances security with developer productivity, avoiding burnout and ensuring long-term success. Tools: Discover practical tools and techniques to implement effective security measures without disrupting the development workflow. Techniques: Learn how to identify and address the limitations of a purely ""shift left"" approach, exploring alternative strategies for robust application security.

Connect with Ram Iyengar

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In this informative and engaging talk, learn how to optimize your AWS spend without compromising performance.I would share practical strategies and real-world examples to help - Identify and eliminate unnecessary costs - Rightsize resources for optimal efficiency - Leverage cost-effective services and reserved instances - Streamline your architecture for maximum cost savings Whether you're a cloud architect, engineer, or finance manager, this session will provide you with actionable tips and insights to reduce your AWS bill by up to 50%. Take away a comprehensive understanding of: - AWS cost optimization best practices - Advanced cost-saving techniques - Real-world success stories and case studies Join me to master the art of frugal cloud computing and make the most of your AWS investment

Connect with Arnab Chatterjee

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This talk will focus on the security aspects associated with setting up and securing a Kubernetes cluster. It includes strategies for system administrators, DevSecOps, developers and security professionals, helping them avoid common misconfigurations and implement recommended hardening measures and mitigations when deploying Kubernetes. Kubernetes clusters can be complex to secure and are often abused in compromises that exploit their misconfigurations. We will focus on below specific security configurations that can help build more secure Kubernetes clusters. * Container and Pod security * Network separation and hardening * Authentication and Authorization * Audit Logging and Threat Detection Post this talk, the audience will be able to understand the particular security risks related to Kubernetes and how one can prevent or mitigate them.

Connect with Hardik Vyas

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Within this talk, we'll be removing the blinds from the idea of running an air-gapped Kubernetes cluster. Attendees will be introduced to the idea of having, and managing a Kubernetes cluster that is completely disconnected from the world. We will discuss its benefits, as well as the daunting challenges associated with this undertaking. We will talk about striking a good balance between restriction and permissibility, and which level is key for their use cases. Furthermore, we'll also be sharing some of our experiences dealing with air-gapped clusters, which will help attendees decide if it's air-gapping is for them, or not.

Connect with Siddhant Khisty

LinkedIn: To stay updated with Siddhant Khisty's professional journey and insights, follow him on LinkedIn at https://www.linkedin.com/in/siddhant-khisty/

1. Introduction to Air India’s Data Platform: • Overview of the data platform’s architecture. • Key use cases and data-driven applications. • Importance of a resilient and scalable data platform for a global airline. 2. DataOps: Streamlining Data Pipeline Management: • Definition and principles of DataOps. • Tools and technologies used for automating data pipelines. • Strategies for ensuring data quality, consistency, and reliability. • Case studies on DataOps implementation and its impact on operational efficiency. 3. Observability: Enhancing Visibility and Monitoring: • Importance of observability in big data platforms. • Techniques and tools for monitoring data workflows and system health. • Implementing real-time alerts and dashboards. • Ensuring proactive issue detection and resolution. • Case studies on how observability has improved Air India’s data operations. 4. FinOps: Optimizing Costs in Big Data Environments: • Introduction to Financial Operations (FinOps) in the context of big data. • Strategies for cost management and optimization. • Tools and frameworks for tracking and controlling expenses. • Balancing performance with cost efficiency. • Real-world examples of cost-saving measures implemented at Air India. 5. Challenges and Lessons Learned: • Common challenges faced in managing a large-scale data platform. • Lessons learned from Air India’s journey. • Best practices for overcoming obstacles and ensuring continuous improvement. 6. Q&A and Interactive Discussion: • Engaging the audience with an open floor for questions. • Encouraging discussion on experiences and solutions from other participants.

Connect with Kishor Radhakrishnan

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The extended Berkeley Packet Filter (eBPF) is revolutionizing Kubernetes networking and security by providing unprecedented control and visibility over network traffic and policies. In this session, we will explore how eBPF enhances Kubernetes capabilities, enabling efficient traffic handling, dynamic policy enforcement, and comprehensive observability into network activities. We will delve into the architecture of eBPF and its integration with Kubernetes, demonstrating how it facilitates fine-grained control over network interactions. Participants will learn how eBPF allows for the creation of dynamic and flexible network configurations, ensuring robust security measures without compromising performance. The session will highlight the significant impact of eBPF on networking performance, including reduced latency and overhead, and improved scalability. Additionally, we will discuss how eBPF aids in security enforcement within Kubernetes clusters by providing advanced monitoring and real-time threat detection capabilities. Real-world use cases and practical examples will illustrate the benefits and applications of eBPF in managing and securing Kubernetes environments. Join us to understand the transformative role of eBPF in Kubernetes networking and security, and discover how this powerful technology can enhance your cluster management strategies, ensuring efficient, secure, and resilient Kubernetes deployments.

Connect with PrithviRaj

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Connect with Rajani Ekunde

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Crossplane, an open-source Kubernetes add-on that enables declarative, Kubernetes-style API for managing infrastructure in multiple cloud service providers. Crossplane extends the Kubernetes API to manage infrastructure and services provided by cloud service providers, such as AWS, Azure, Google Cloud, and others. It follows the Infrastructure as Code (IaC) principle, allowing users to define desired infrastructure states using Kubernetes-style YAML manifests.

Connect with Mrinal Ravi

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Connect with Ivin Jogi

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At a high level, this would be the structure of the session - Overview of Overlay Filesystems - Explanation of how overlay filesystems work and their role in container environments. Inspecting Container Images Layer by Layer and Dockerfiles - A deep dive into container image layers, best practices for writing Dockerfiles, and common pitfalls to avoid. Using Open Source Tools and Techniques to Reduce Container Image Sizes - Demonstrating the use of tools like dive and docker-squash, as well as techniques such as multi-stage builds, to significantly reduce container image sizes by over 80%, which is critical in production scenarios.

Connect with Raghavendra Sirigeri

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RoshAi, led by Dr. Roshy John, is revolutionizing autonomous driving through advanced artificial intelligence and robotics. With a focus on safety, efficiency, and adaptability, RoshAI’s innovative solutions tackle key challenges in autonomous vehicle development, such as obstacle detection, path planning, and human interaction. The talk delves into the technologies driving this transformation and their potential to reshape transportation as we know it.

Connect with Dr. Roshy John

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Hey devs, ready to democratize AI? We're diving into the open-source revolution with Snowflake Arctic LLM, Cortex, and Streamlit. Forget proprietary black boxes – we're talking full transparency and control. In this session, we'll show you how to: 1. Harness the truly open-source [Snowflake Arctic LLM](https://www.snowflake.com/en/data-cloud/arctic/) for cutting-edge NLP 2. Craft a blazing-fast chatbot using [Streamlit](https://streamlit.io) and Arctic LLM 3. Supercharge your app with [Snowflake Cortex](https://www.snowflake.com/en/data-cloud/cortex/)'s LLM functions 4. Master Retrieval Augmented Generation [RAG](https://blogs.nvidia.com/blog/what-is-retrieval-augmented-generation/) to seamlessly integrate your custom knowledge base 5. Conquer enterprise-grade challenges: rock-solid security, scalable infrastructure, and fine-tuning finesse By the end, you'll be equipped to build secure, powerful, and customizable AI solutions leveraging open-source tech. Say goodbye to vendor lock-in and hello to AI freedom! Ready to join the open-source AI revolution? This session is your launchpad to building the next generation of LLM apps.

Connect with Kamesh Sampath

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In this session, titled “From Chaos to Consistency: Implementing a System to Manage 1M+ SLOs in a Large Enterprise,” we will explore the process of standardizing Service Level Objectives (SLOs) within a large organization known for its professional networking platform. We will begin by examining the initial state of disparate and inconsistent availability measurements across various services. The session will then delve into the initial challenges we faced, including a significant drop in our availability metrics. We will discuss our adoption of OpenSLO for defining SLOs and the subsequent improvements that led to restoring our user-facing availability to 99.9%. Our scalable system now supports millions of SLOs, thousands of microservices, and diverse client applications, processing billions of metrics to derive accurate Service Level Indicators (SLIs). Attendees will gain insights into the strategies and lessons learned from this journey, providing practical guidance for implementing SLO standardization in their own organizations.

Connect with Anoop Nayak

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Join Annie Mathew from Microsoft as she reimagines the developer experience, exploring how you can leverage the power of AI-assisted development tools and the most comprehensive development platform to innovate faster and accelerate the delivery of intelligent apps.​ This talk is designed to provide actionable insights for developers and their leaders looking to harness AI to work smarter and be happier while doing so in today’s fast-paced tech environment.

Connect with Annie Mathew

LinkedIn: To stay updated with Annie Mathew's professional journey and insights, follow him on LinkedIn at https://www.linkedin.com/in/annpmathew/

Audience will learn how Kubernetes Operators automate complex tasks like deployment and scaling, while GitOps ensures transparent, version-controlled configurations via Git repositories. Discover practical examples and benefits to streamline application deployment, enhance developer productivity, and achieve consistency in Kubernetes environments. https://github.com/operator-framework/operator-sdk https://github.com/argoproj/argo-cd"

Connect with Oum Kale

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estargz is a lazily pullable image format that is compliant with the OCI image spec based on the container registry filesystem from google. This talk will dive in detail into the concept of snapshotters in containerd and a brief overview of different types of snapshotters. An intro to OCI images also will be provided so that a basic understanding of how images are stored and transferred over the network and used while running containers is formed. We will dig deeper into estargz image format and the working of stargz snapshotter. Performance metrics will be given on startup time, and time to run the containers in various cases. After the talk attendees will have an understanding of - OCI images - Concept of snapshots - stargz snapshotter - Viability of using stargz in their environments.

Connect with Akhil Mohan

LinkedIn: To stay updated with Akhil Mohan's professional journey and insights, follow him on LinkedIn at https://www.linkedin.com/in/akhilerm/

Will talk about two open source tools Testkube and GPTScript. There will be a hands-on demo to show how to build AI-driven CI/CD pipeline using Github that can trigger tests along with analyzing the results and doing the needful. Testkube: https://testkube.io GPTScript: https://gptscript.ai/

Connect with Atulpriya Sharma

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Just like PHP, monolith is also going to live a very long life. there are places containerisation and microservices are an overkill or just a waste of resources - what are they ? where monolith wins.

Connect with Vinod Chacko

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In modern educational environments, particularly in technical and IT training, students often face challenges due to varying operating systems and software configurations on their personal devices. This platform is designed to solve these issues by providing a consistent and standardized training environment through the use of custom-built virtual machines (VMs) running Linux. Central to our solution is Proxmox, a hypervisor that facilitates the creation, deployment, and management of VMs. Proxmox ensures that these virtual environments can be scaled and maintained effortlessly, accommodating the needs of educational institutions. LTSP (Linux Terminal Server Project) is employed to enable network booting of a custom-built operating system. This OS is pre-configured with all necessary packages and tools required for the course, eliminating the need for students to set up their machines. By booting into this standardized environment, students can focus on learning without worrying about compatibility issues or software installation. LDAP (Lightweight Directory Access Protocol) is integrated to offer unified authentication and VM-to-user mapping. This ensures secure and restricted access for each student, streamlining user management and maintaining an organized system. For accessing the virtual machines, Apache Guacamole is utilized to deliver VNC (Virtual Network Computing) outputs directly to students through their web browsers. This web-based approach removes the need for additional client software, providing an easy and universally accessible means for students to interact with their virtual environments. During this presentation, we will explore the technical architecture of the platform, highlighting the integration of these key components and their roles in providing a cohesive solution.

Connect with Sreejith

LinkedIn: To stay updated with Sreejith's professional journey and insights, follow him on LinkedIn at https://www.linkedin.com/in/sreejithiv/