Adobe's journey in building a sophisticated AI Compute Platform to tackle the immense challenges of GPU optimization for training large-scale generative models like Firefly. The talk covers their custom-built solutions for resource management, developer productivity, and automated fault tolerance.
Yevgeniy "Jim" Brikman, author of "Fundamentals of DevOps and Software Delivery," discusses his journey from app developer to DevOps advocate, triggered by LinkedIn's deployment crisis. The discussion with Kief Morris explores the practical definition of DevOps, the relationship between infrastructure as code and application orchestration, the necessity of frameworks over custom wrapper scripts, and emerging paradigms including infrastructure from code, infrastructure as graph models, and interactive runbooks.
Yevgeniy "Jim" Brikman, author of "Fundamentals of DevOps and Software Delivery," and Kief Morris, author of "Infrastructure as Code," discuss the practicalities of modern software delivery. Jim recounts his career-defining experience at LinkedIn, where a deployment crisis led to a company-wide focus on fixing delivery pipelines. The conversation explores the pragmatic definition of DevOps, the interplay between Infrastructure as Code and application orchestration tools like Kubernetes, the necessity of frameworks like Terragrunt over custom wrapper scripts, and a look at emerging paradigms like Infrastructure from Code, Infrastructure as a Graph, and Interactive Runbooks.
Explore the concept of flexible workload orchestration as a unified solution to manage diverse application types, from traditional web services to complex AI/ML pipelines. This approach simplifies operations, breaks down tooling silos, and provides a future-proof infrastructure for evolving AI technologies.
Yevgeniy (Jim) Brikman, author and co-founder of Gruntwork, discusses the pragmatic definition of DevOps as a methodology for efficient software delivery, born from his experience with a deployment crisis at LinkedIn. The conversation with Kief Morris explores the modern infrastructure stack, the critical role of frameworks over custom scripts, and emerging paradigms like Infrastructure from Code and interactive runbooks.
BlackRock engineers Vaibhav Page and Infant Vasanth introduce a modular, Kubernetes-native AI framework designed to accelerate the development of custom knowledge applications for investment operations, reducing deployment time from months to days.