Learn how to set up EMR Spark with Alluxio so Spark jobs can seamlessly read from and write to S3. See the performance comparison between Spark on S3 with Spark, and Alluxio on S3.
Tags: aws s3, cloud, emr, office hour, performance, spark
Bay Area Meetup which include presentations on the architecture of Presto, its separation of compute and storage, cloud-readiness, recent advancements in the project such as Cost-Based Optimizer and Kubernetes Support. Presto and Alluxio production use cases and more.
Tags: alluxio engineering, aws s3, cloud object storage, compute storage separation, meetup, presto
Alluxio’s first cloud, data & orchestration Austin meetup featuring talks and demos on efficient data engineering with Apache Spark, Hive and Alluxio on S3.
Tags: apache hive, aws s3, cloud, meetup, spark
Alluxio is a new layer on top of under storage systems that can not only improve raw I/O performance but also enables applications flexible options to read, write and manage files. This article focuses on describing different ways to write files to Alluxio, realizing the tradeoffs in performance, consistency, and also the level of fault tolerance compared to HDFS.
Learn how to set up EMR Spark with Alluxio so Spark jobs can seamlessly read from and write to S3. See the performance comparison between Spark on S3 with Spark, and Alluxio on S3.
Alluxio is an open-source data orchestration system widely used to speed up data-intensive workloads in the cloud. Alluxio v2.0 introduced Replicated Async Write to allow users to complete writes to Alluxio file system and return quickly with high application performance, while still providing users with peace of mind that data will be persisted to the chosen under storage like S3 in the background.
When working with big data analytics and AI, you are likely reading and writing terabytes from S3, in some cases even at very high data transfer rates. There are several reasons why you may find S3 is slowing down your data-intensive job.
Welcome to the first event of the Cloud, Data, & Orchestration Austin Meetup! This meetup will feature two talks and an opportunity to engage with other data engineers, developers, and Alluxio users. Thanks to Bazaarvoice for hosting!
This event features leading financial services company ING Bank’s user story on how they leverage open source technologies like Presto and Alluxio with S3.