Apache Hudi’s open-source community is very active and healthy. In this talk, an overview of community-driven major features will be presented, followed by a deep-dive into two of those features, metastore and table management service, driven by Bytedance to illustrate Hudi’s platform vision.
Tags: alluxio day, apache hudi, metastore, onehouse, open source
This talk will discuss the process and technical details behind a responsible vulnerability disclosure of an issue detected in Alluxio recently. I will share some of the lessons I’ve learned as a security researcher dealing with multiple open-source vendors and my thoughts about the actions organizations and projects should take to ensure successful vulnerability management and disclosure programs. Learn more about creating more secure software.
Tags: alluxio day, open source, security, websec
This is a tutorial to guide a newbie to complete a new-contributor task and become an open-source contributor of the Alluxio project.
2021 marked accelerated growth for the Alluxio Open Source Project. We could not be more grateful for what the community has achieved together in this past year. This blog provides a glimpse of the year long summary of our community growth.
With this release, Alluxio has strengthened its position as a de-facto data unification and acceleration solution in data analytics and machine learning pipelines. The solution is optimized to support Spark, Presto, Tensorflow, and PyTorch, and is available on multiple cloud platforms such as AWS, GCP, and Azure Cloud, and also on Kubernetes in private data centers or public clouds.
The presentation talks about the best practices to set up and techniques to build a cluster with open source Alluxio on AWS EKS, for one of our clients, which made it Scalable, Reliable, and Secure by adapting to Kubernetes RBAC.
International Data Corporation (IDC) reported that the global datasphere will grow from 33 zettabytes in 2018 to 175 zettabytes by 20251. This trend becomes more and more complicated with the variety and velocity of data growth, and it continuously changes the ways data is collected, stored, processed, and analyzed. New analytics solutions, including machine learning, deep learning, and artificial intelligence (AI), and new architectures and tools are being developed to extract and deliver value from the huge datasphere.
Tags: analytics, big data, hybrid cloud, intel, open source, performance, persistent memory
This article describes how Alluxio can accelerate the training of deep learning models in a hybrid cloud environment when using Intel’s Analytics Zoo open source platform, powered by oneAPI. Details on the new architecture and workflow, as well as Alluxio’s performance benefits and benchmarks results will be discussed.
In this panel, creators of open source projects share their stories from why they started the project to the challenges they encountered on the way.
Tags: conference, data orchestration, data orchestration summit, open source