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The MLflow Project Joins Linux Foundation
First End-to-End Machine Learning Platform Is Embraced by the Community with over 2 Million Downloads Per Month and over 200 Contributors in Only 2 Years
San Francisco, JUNE 25, 2020 – The Linux Foundation, the nonprofit organization enabling mass innovation through open source, today announced that MLflow, an open source machine learning (ML) platform created by Databricks, will join the Linux Foundation. Since its introduction at Spark + AI Summit two years ago, MLflow has experienced impressive community engagement from over 200 contributors and is downloaded more than 2 million times per month, with a 4x annual growth rate in downloads. The Linux Foundation provides a vendor neutral home with an open governance model to broaden adoption and contributions to the MLflow project even further.
“The steady increase in community engagement shows the commitment data teams have to building the machine learning platform of the future. The rate of adoption demonstrates the need for an open source approach to standardizing the machine learning lifecycle,” said Michael Dolan, VP of Strategic Programs at the Linux Foundation. “Our experience in working with the largest open source projects in the world shows that an open governance model allows for faster innovation and adoption through broad industry contribution and consensus building.”
Databricks created MLflow in response to the complicated process of ML model development. Traditionally, the process to build, train, tune, deploy, and manage machine models was extremely difficult for data scientists and developers. Unlike traditional software development that is only concerned with versions of code, ML models need to also track versions of data sets, model parameters, and algorithms, which creates an exponentially larger set of variables to track and manage. In addition, ML is very iterative and relies on close collaboration between data teams and application teams. MLflow keeps this process from becoming overwhelming by providing a platform to manage the end-to-end ML development lifecycle from data preparation to production deployment, including experiment tracking, packaging code into reproducible runs, and model sharing and collaboration.
Matei Zaharia, the original creator of Apache Spark and creator of MLflow, shared the news with the data community during his keynote presentation today at Spark + AI Summit. “MLflow has become the open source standard for machine learning platforms because of the community of contributors, which consists of hundreds of engineers from over a hundred companies. Machine learning is transforming all major industries and driving billions of decisions in retail, finance, and health care. Our move to contribute MLflow to the Linux Foundation is an invitation to the machine learning community to incorporate the best practices for ML engineering into a standard platform that is open, collaborative, and end-to-end.“
Organizations are presenting their experience with MLflow at Spark+ AI Summit, including Starbucks, Exxonmobil, T-Mobile and Accenture. New features that continue to simplify MLflow and the ML lifecycle are also being announced today, including autologging for experiments, and enhanced model management and deployment in the MLflow model registry.
Spark + AI Summit is taking place virtually this week, offering free registration and access to keynotes, sessions and industry forums on-demand. Register and learn more about MLflow or visit MLflow.org.
About The Linux Foundation
Founded in 2000, the Linux Foundation is supported by more than 1,000 members and is the world’s leading home for collaboration on open source software, open standards, open data, and open hardware. Linux Foundation’s projects are critical to the world’s infrastructure including Linux, Kubernetes, Node.js, and more. The Linux Foundation’s methodology focuses on leveraging best practices and addressing the needs of contributors, users and solution providers to create sustainable models for open collaboration. For more information, please visit us at linuxfoundation.org.
The Linux Foundation has registered trademarks and uses trademarks. For a list of trademarks of The Linux Foundation, please see its trademark usage page: www.linuxfoundation.org/trademark-usage. Linux is a registered trademark of Linus Torvalds.
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The Zephyr Project Marks Critical Milestones for Security and Product-Ready Maturity
Zephyr also Welcomes Laird Connectivity and teenage engineering to its Open Source RTOS Ecosystem
SAN FRANCISCO, June 25, 2020 – The Zephyr Project, an open source project at the Linux Foundation that builds a safe, secure and flexible real-time operating system (RTOS) for the Internet of Things (IoT) in space-constrained devices, announces continued momentum by marking critical milestones for security and product-ready maturity.
Earlier this year, the NCC Group, a global expert in cyber security and risk mitigation, notified the Zephyr Project of a number of security issues found as part of their independent research into the security posture of Zephyr. The research, which was driven by growing interest from their clients, found Zephyr to be a mature, and a highly active and growing project with increasing market share. The May 2020 report outlines the issues discovered in detail and acknowledges the proactive work of the Zephyr Project Security Committee to fix these issues and follow-up on recommendations of the report. Priority fixes have been backported into Zephyr’s Long Term Support (LTS) and a maintenance release published. Learn more about Zephyr’s security assessment and response in this blog.
“The Zephyr Project brings together a community of experts to participate on all aspects of the solution, from the standards to adopt, policies and processes to follow, and methodologies for build, test, maintenance, distribution and incident response,” said Joel Stapleton, Zephyr Project Governing Board Chair and Technical Product Manager at Nordic Semiconductor. “Our aim is to make a solution that developers can trust for the lifecycle of their products. This third party research and our security team’s swift and proactive response to the vulnerabilities is the strength of open source and a testament to this community.”
The Zephyr community of more than 700 contributors recently launched the Zephyr 2.3.0 release. The 2.3.0 release includes integration with the Trusted Firmware M open source Trusted Execution Environment framework, which implements Arm’s Platform Security Architecture specification. Zephyr has long included support for Arm’s TrustZone hardware, including being able to target the secure side of the firmware, but by adding integration with the standard Trusted Firmware M project, it now also offers the option to combine TF-M and Zephyr to create a PSA-certified solution. Learn more about Zephyr 2.3.0 in this blog.
Product Makers Need Security
The Zephyr RTOS is unique as it is vendor-neutral, with a scope from multi-architecture board support packages, to cloud connectivity for IoT products. Several high-profile products have leveraged Zephyr including Intellinium Safety Shoes, ProGlove and HereO Core Box.
In fact, during this pandemic, Zephyr community members are doing their best to help find solutions to various challenges. For example, Adafruit has volunteered to make Personal Protection Equipment (PPE) and other medical devices. The Phytec Distance Tracker, which features Nordic Semiconductor technology, Bluetooth Low Energy (BLE), Ultra-wideband (UWB) and Zephyr RTOS, tracks distance measurement between two or more people. With this product, businesses will be able to help employees maintain and track the 6-feet distance between others.
As a sign of commitment to developers like these, the Zephyr Project created a form that will notify product makers, who are not currently members, of vulnerabilities that may impact their products during the embargo window. Zephyr Project members receive this information already. To learn more about Zephyr’s commitment to product makers or to sign up for the notifications, click here.
A Growing IoT Ecosystem
Today, the Zephyr Project welcomes Laird Connectivity and teenage engineering to its growing IoT ecosystem. The new members join Adafruit, Antmicro, Eclipse Foundation, Foundries.io, Intel, Linaro, Nordic Semiconductor, NXP®, Oticon, SiFive, Synopsys, Texas Instruments and more to create an open hardware and software ecosystem using the Zephyr OS.
“Developers have many options when it comes to selecting an RTOS for embedded microcontrollers, but the Zephyr Project is one of the fastest growing open-source and broadly contributed RTOS projects of its kind,” said Jonathan Kaye, Senior Director, Product Management at Laird Connectivity. “Joining the Zephyr Project allows Laird Connectivity to deliver more design flexibility than ever across our wireless modules, IoT Devices and Gateways. Our customers can leverage community support, better device security, high performance in resource-light environments, and license-free use for commercial applications. And by using one shared platform, they can build a highly reusable code base that rapidly accelerates their IoT development with Laird Connectivity products.”
“teenage engineering is developing embedded products in a wide range of complexity: from single core Cortex-M0 to multicore and multiprocessor systems with totals of up to 5 different mcu’s from various vendors,” said David Eriksson Head of Hardware at teenage engineering. “Our goal is to build the perfect multi-chip system where we capture what each breed of processor does best and allow them to work together in harmony. With Zephyr, we can develop anywhere. We make sure that code can run on host as well as device, and that interconnectivity is platform agnostic allowing a mix of real hardware and desktop emulation. We prefer to develop with open tools, so Zephyr is really the only sane choice for an RTOS where it is possible to achieve true transparency on all layers of the stack. We are happy to become members of The Linux Foundation and the Zephyr Project and to take part in shaping and influencing the future of embedded systems.”
In April, Zephyr celebrated 40,000 commits on Github and has now completed more than 41,000 to date with support for more than 200 boards.
Open Source Summit
The Zephyr Project will be present at the Linux Foundation’s Open Source Summit Virtual event on June 29-July 2. Several members will be giving presentations that include Zephyr including a keynote by Kate Stewart about open source in safety critical applications on July 1 at 9 am CST. Additional talks will be given by Zephyr project members from the Eclipse Foundation, Intel and Linaro. Learn more here.
Additionally, on July 2 from 2-3:30 pm, Zephyr will host a Mini-Summit that will offer an overview to the RTOS, introduction to west, how Bluetooth works with Zephyr and insight into security, safety certification and a product use case. Registration is free for OSS + ELC attendees. Learn more here.
To learn more about Zephyr RTOS, visit the Zephyr website and blog.
About the Zephyr Project
The Zephyr Project is a small, scalable real-time operating system for use on resource-constrained systems supporting multiple architectures. To learn more, please visit www.zephyrproject.org.
About the Linux Foundation
Founded in 2000, the Linux Foundation is supported by more than 1,000 members and is the world’s leading home for collaboration on open source software, open standards, open data, and open hardware. Linux Foundation’s projects are critical to the world’s infrastructure including Linux, Kubernetes, Node.js, and more. The Linux Foundation’s methodology focuses on leveraging best practices and addressing the needs of contributors, users and solution providers to create sustainable models for open collaboration. For more information, please visit us at linuxfoundation.org.
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