Open Source Summit Japan & Automotive Linux Summit 2021

Over the past decade, the automotive industry has had to adapt to the fluidity and complexity of modern software, including transformative changes such as in-field upgrades or strong dependencies on rapidly-changing open-source software.

During that same time period, Collabora has assisted its partners and their customers to develop long-term sustainable platforms for the complete cycle from concept to development to deployment to iteration, with dynamic workloads running everywhere between microprocessors and the full cloud. Some of this work has contributed to the establishment of public efforts in open-source such as KernelCI, Mesa CI, and more. Collabora believes it is critical to bring assurance that upstream projects remain as suitable for use as the day they were first deployed. Worrying about license compliance and software bill of materials is no longer enough.

Daniel and Guillaume will discuss the construction of platforms based on continuous automated testing, automated source code bisection, and the challenges when deploying these within a product-platform environment as well as within the wider open-source communities. They will also discuss how MLOps extends this DevOps methodology to include Machine Learning and Data Science assets as first-class citizens, opening the way to reuse existing practices for other workflows.