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.
Announcing the OEM partnership with Alluxio and Starburst Data, the company behind Presto, the fastest growing SQL query engine in a disaggregated world.
This blog explores the challenges customers are facing with storing data long term in Hadoop, and discusses what the Hitachi Content Platform team is doing to help our customers solve these challenges with the help of Alluxio.
Data is at the center of our digital world and for years Hadoop has been the go-to data processing platform because it is fast and scalable. While Hadoop has solved the data storage and processing problem for the last ~10 years, it achieves this by scaling storage and compute capacity in parallel. As a result, Hadoop environments have continued to expand compute capacity well beyond their needs as more and more of the storage is consumed by older, inactive data.
Presto was designed from the ground up to offer interactive analytics using a massively parallel processing SQL engine that can combine data from multiple sources using a variety of connectors. As more and more companies discover the power of “separation of storage and compute” along with querying the data where it lies, it’s not wonder Presto is being asked to add even more functionality.
Alluxio focuses its innovation at the data layer as a key enabling technology for Presto and a wide range of analytics applications and use cases. Performance is always critical, but providing memory speed response time is only part of the solution. If the application can’t access the data, it’s of no use.
Today, we’re excited to announce our partnership with Mesosphere to enable fast on-demand analytics with Alluxio via Mesosphere’s DC/OS in one-click. This partnership is a natural extension of the synergy between Alluxio and DC/OS. Alluxio, the world’s first system that unifies data at memory speed, allows enterprises to manage and analyze data stored across disparate storage systems on premise and in the cloud at memory speed. Mesosphere brings enterprises the power of cloud native technologies, with the control to run on any infrastructure – datacenter or cloud.
We are excited to announce a big data storage acceleration solution with Huawei. This solution combines Huawei’s FusionStorage with Alluxio’s memory-speed virtual distributed storage system to dramatically enhance the speed and efficiency of big data analytics for the enterprise.