Calvin Jia introduces Alluxio, explain how Alluxio can help Spark be more effective, show benchmark results with Spark RDDs and DataFrames, and describe production deployments with both Alluxio and Spark working together.
Tags: alluxio engineering, apache spark, aws s3, ceph, conference, data, data engineering, data orchestration, Gluster, Google Cloud Storage, hdfs, NFS, performance, scale, spark, storage
In this talk, we briefly introduce Alluxio, present several ways how Alluxio can help Spark be more effective, show benchmark results with Spark RDDs & DataFrames, and describe production deployments with both Alluxio and Spark working together.
Tags: alluxio engineering, apache spark, architecture, big data, cloud, compute storage separation, conference, data, performance, rdd, spark, storage
Scala by the Bay 2016 – Throughout our four-year history, Scala and Scale By the Bay is leading the way on evangelizing and understanding modern software architectures. We have the best set of them here, including Akka, Kafka, Spark, Finagle, Lagom, and so on. How do they come together in a SMACK / MIND Stack? What are the best practices to follow and pitfalls to avoid? This panels of experienced practitioners will discuss and illuminate it all.
Tags: alluxio engineering, architecture, conference, data, data engineering, spark
In this talk, we briefly introduce Alluxio, present several ways how Alluxio can help Spark be more effective, show benchmark results with Spark RDDs and DataFrames, and describe production deployments both Alluxio and Spark working together.
Tags: alluxio engineering, analytics, apache spark, big data, compute, conference, data, data engineering, spark, storage
Big Data Spark Online Training shares this demonstration video on how to install Alluxio (formerly Tachyon) on an Ubuntu operating system.
Tags: alluxio engineering, big data, data, performance, spark, storage
Alluxio Bay Area Meetup hosted at Samsung. Talks to include presentations on Unifying APIs, Accelerating ML, & Enabling Cloud Architectures.
Tags: alluxio engineering, analytics, architecture, big data, cloud, data, hdfs, meetup, spark, storage, unified namespace
As the first meetup after the rebranding from Tachyon to Alluxio, we will first present exciting updates and new developments of the community. Followed by many new features and improvements in Alluxio 1.0 and 1.1 releases.
Tags: alluxio engineering, architecture, aws, aws s3, big data, cloud, cloud storage, compute, compute storage separation, data, meetup, performance, spark
Strata+Hadoop World 2016 – Tachyon, a memory-centric fault-tolerant distributed storage system. An introduction of architecture, performance evaluation, and real world use cases.
Tags: architecture, big data, data, distributed systems, performance, rdd, spark, storage
Tachyon presents two talks at Strata + Hadoop World Singapore: Interactive data analytics with Spark on Tachyon in Baidu, and Make Tachyon ready for next-gen data center platforms with NVM
Tags: analytics, apache spark, big data, caching, compute, conference, data, spark, storage, strata