Discover the future of Industrial IoT with Machine Learning and Data processing on the edge in this dynamic and practical session. We will cover use cases such as digital twins, smart homes, and connected cars, while learning pro's and con's of for deploying AI models on edge vs on the cloud.
The presentation will include a live demo featuring a Raspberry Pi running an IoT setup with open source ML model deployed on the edge using Python, InfluxDB for time-series data storage and analytics. Our demo code and hardware setup will be open-sourced on GitHub.
You will learn:
- Pro's and Con's of data processing and ML inference on edge vs on the cloud - How to deploy and run full stack application with real time data processing and analytics - Connect with machine learning and data science tools to gain better insight and build the foundation of your industrial IoT solutions.
Suyash Joshi is a seasoned software engineer and developer advocate at InfluxData in London, UK. With a B.S. in Computer Science and an M.A. in Game Design, he brings a robust technical and creative background to his role.Suyash has a rich professional history, having previously worked... Read More →
Secret management is a crucial aspect of DevOps, as it involves the protection of sensitive data that is used by applications and services. Secrets can include API keys, credentials, tokens, certificates, and passwords that grant access to various resources and systems. If these secrets are compromised, attackers can exploit them to cause damage, steal information, or disrupt operations. One of the challenges of secret management is how to securely store, distribute, and rotate secrets in a dynamic and distributed environment. Traditional methods of hard-coding secrets in configuration files or environment variables are not secure, scalable, or reliable. Moreover, secrets need to be updated frequently to comply with security policies and regulations, and to prevent unauthorized access. To address these challenges, several tools and frameworks have been developed to provide secret management solutions for DevOps. These tools can help DevOps teams to implement best practices for secret management.
Michel started his career as a medical officer in the Royal Dutch Airforce, with a focus on pharma. After the air force, he continued in pharma, followed by time working in clinical pharmacology. While there, he transitioned to IT by learning UNIX and MUMPS, and developed a system... Read More →
Sandboxing allows for secure software development and deployment. Running code in a sandbox allows installing and running applications while controlling what the applications can do. Sandboxing allows administrators to deploy an application and specify what fine grained operations it can perform. We introduce an open-source project built in go that implements sandboxing features to allow applications to be developed and deployed easily and securely.
Ajay Kidave is the Founder of Clace, an open source project which is using sandboxing to allow the secure development and deployment of internal applications. Previously, Ajay was the Chief Architect at SnapLogic, an enterprise data and application integration service. Before that... Read More →
Sanyogeeta Lawande, Ford Motor Company, Software Engineer
In today's fast-paced development environment, efficiency is key. In this talk, we will explore the implementation of efficient CI/CD pipelines to ensure that testing on the development branch is smooth and unblocked. By leveraging Helm and advanced pipeline strategies, developers can enjoy a more seamless integration process, reducing bottlenecks and enhancing productivity. Learn practical techniques and best practices to optimize your development workflow, enabling your team to deliver high-quality software faster and with greater confidence.
Sanyogeeta is a seasoned Software Engineer specializing in scaling and optimizing complex, high-volume data systems. Currently, she is shaping the future of automotive telemetry at Ford, previously at Autonomic LLC in Palo Alto, CA, where she has scaled telemetry streaming services... Read More →
Roundtables give attendees the opportunity to meet in small groups with API World, CloudX + Dev Innovation Summit speakers and industry leaders to discuss real-world topics relevant to you. These open roundtables are working sessions for in-depth industry conversations.
Ankit is a cofounder and CEO of dev-productivity startup Aviator Technologies and also leads the ex-Google alumni network (Xoogler.co). Previously he led engineering teams at Sunshine, Homejoy and Shippo. Prior to that, Ankit was also an EIR at Unshackled Ventures and an engineer... Read More →
Discover the future of Industrial IoT with Machine Learning and Data processing on the edge in this dynamic and practical session. We will cover use cases such as digital twins, smart homes, and connected cars, while learning pro's and con's of for deploying AI models on edge vs on the cloud.
The presentation will include a live demo featuring a Raspberry Pi running an IoT setup with open source ML model deployed on the edge using Python, InfluxDB for time-series data storage and analytics. Our demo code and hardware setup will be open-sourced on GitHub.
You will learn:
- Pro's and Con's of data processing and ML inference on edge vs on the cloud - How to deploy and run full stack application with real time data processing and analytics - Connect with machine learning and data science tools to gain better insight and build the foundation of your industrial IoT solutions.
Suyash Joshi is a seasoned software engineer and developer advocate at InfluxData in London, UK. With a B.S. in Computer Science and an M.A. in Game Design, he brings a robust technical and creative background to his role.Suyash has a rich professional history, having previously worked... Read More →
Sandboxing allows for secure software development and deployment. Running code in a sandbox allows installing and running applications while controlling what the applications can do. Sandboxing allows administrators to deploy an application and specify what fine grained operations it can perform. We introduce an open-source project built in go that implements sandboxing features to allow applications to be developed and deployed easily and securely.
Ajay Kidave is the Founder of Clace, an open source project which is using sandboxing to allow the secure development and deployment of internal applications. Previously, Ajay was the Chief Architect at SnapLogic, an enterprise data and application integration service. Before that... Read More →
Sanyogeeta Lawande, Ford Motor Company, Software Engineer
In today's fast-paced development environment, efficiency is key. In this talk, we will explore the implementation of efficient CI/CD pipelines to ensure that testing on the development branch is smooth and unblocked. By leveraging Helm and advanced pipeline strategies, developers can enjoy a more seamless integration process, reducing bottlenecks and enhancing productivity. Learn practical techniques and best practices to optimize your development workflow, enabling your team to deliver high-quality software faster and with greater confidence.
Sanyogeeta is a seasoned Software Engineer specializing in scaling and optimizing complex, high-volume data systems. Currently, she is shaping the future of automotive telemetry at Ford, previously at Autonomic LLC in Palo Alto, CA, where she has scaled telemetry streaming services... Read More →
