With this release comes the General Availability (GA) of Alluxio Structured Data Services (SDS), the subsystem of Alluxio responsible for managing and transforming structured data, such as databases, tables, and partitions.
Tag: product release
Today, I’m thrilled to announce the GA of Alluxio 2.0.0, Alluxio’s biggest release to date (see our Release Notes & Release Blog) with over 900 commits.
Here in New York, at the AWS Summit, we are super excited to announce that Alluxio 2.0 is here, our most major release since the Alluxio launch. A couple months ago, we released 2.0 Preview – which included some of the capabilities, but 2.0 now includes even more, to continue building on to our data orchestration approach for the cloud.
In Alluxio 1.x, the namespace was limited to around 200 million files in practice. Scaling further would cause garbage collection issues due to the limit of the Alluxio master JVM heap size. Also, storing 200 million files would require a large memory footprint (around 200GB) of JVM heap.
To scale the Alluxio namespace in 2.0, we added support for storing part of the namespace on disk in RocksDB. Recently-accessed data is stored in memory, while older data ends up on disk. This reduces the memory requirements for serving the Alluxio namespace, and also takes pressure off of the Java garbage collector by reducing the number of objects it needs to deal with.
Alluxio 2.0 is the most ambitious platform upgrade since the inception of Alluxio with greatly expanded capabilities to empower users to run analytics and AI workloads on private, public or hybrid cloud infrastructures leveraging valuable data wherever it might be stored. This preview release, now available for download, includes many advancements that will allow users to push the limits of their data-workloads in the cloud.
We are thrilled and excited to announce the availability of Alluxio 2.0 Preview Release – the largest open source release with the most new features and improvements since the creation of the project. It is now available for download.
While Alluxio already enabled data locality and data accessibility for many big data workloads in the cloud, there was still innovation needed in key areas.
We are excited to announce the release of Alluxio Enterprise Edition (AEE) and Community Edition (ACE) and Alluxio Open Source (AOS) v1.8.0. Click HERE to download! This release brings features and enhancements in Alluxio to simplify cloud adoption (and hybrid cloud, and migration from HDFS to object storage) for analytics and machine learning and improve useability.
To help make it easier to get started using Alluxio, we have also collected a set of resources into a starter kit. The second item is a simple tutorial for how to mount a remote AWS S3 bucket and accelerate data access.
We are excited to announce the release of Alluxio Enterprise Edition (AEE) and Community Edition (ACE) v1.7.0. This release brings enhanced caching policies, further ecosystem integrations, and significant usability improvements. One highlight is the Alluxio FUSE API which provides users with the ability to interact with Alluxio through a local filesystem mount. Alluxio FUSE is particularly useful for integrating with deep learning frameworks such as Tensorflow.
We are excited to announce Alluxio Enterprise Edition (AEE) 1.6.0 and Alluxio Community Edition (ACE) 1.6.0 releases. The AEE release brings a new embedded journal as well as enhancements in the areas of Security and Fast Durable Write. In addition, both the AEE and the ACE releases bring new clients support (Amazon S3 API and Python Client), major usability improvements as well as enhanced integrations with the ecosystem.