Accelerate Auto Data Tagging with Alluxio and Spark in Hybrid Cloud – A Practice in WeRide
This blog shares the practice of using Alluxio and Spark to accelerate the auto data tagging system in WeRide, an autonomous driving technology company.
Alluxio Blog
Pair Spark with Alluxio to Modernize Your Data Platform
Alluxio is the data orchestration platform to unify data silos across heterogeneous environments. This is the last article in a series to give you the basics of Alluxio’s architecture and solution.
How to Become a Contributor to Alluxio Open Source Project
This is a tutorial to guide a newbie to complete a new-contributor task and become an open-source contributor of the Alluxio project.
Self-serve Data Architecture with Presto and Alluxio Across Clouds
This article highlights synergy between the two widely adopted open-source projects, Alluxio and Presto, and demonstrates how together they deliver a self-serve data architecture across clouds.
Alluxio and Apache Ranger Best Practices
As data stewards and security teams provide broader access to their organization’s data lake environments, having a centralized way to manage fine-grained access policies becomes increasingly important. Alluxio can use Apache Ranger’s centralized access policies in two ways: 1) directly controlling access to virtual paths in the Alluxio virtual file system or 2) enforcing existing access policies for the HDFS under stores.
Using Consistent Hashing in Presto to Improve Caching Data Locality in Dynamic Clusters
Running Presto with Alluxio is gaining popularity in the community. It avoids long latency reading data from remote storage by utilizing SSD or memory to cache hot dataset close to Presto workers. Presto supports hash-based soft affinity scheduling to enforce that only one or two copies of the same data are cached in the entire cluster, which improves cache efficiency by allowing more hot data cached locally. The current hashing algorithm used, however, does not work well when cluster size changes. This article introduces a new hashing algorithm for soft affinity scheduling, consistent hashing, to address this problem.
How to Set Up Monitoring System for Alluxio with Prometheus and Grafana in 10 Minutes
This blog will introduce how Tencent uses Prometheus and Grafana to set up monitoring system for Alluxio in 10 minutes.
Thousand-Node Alluxio Cluster Powers Game AI Platform – A Production Case Study from Tencent
To provide model training with the best experience, Tencent has implemented a 1000-node Alluxio cluster and designed a scalable, robust, and performant architecture to speed up Ceph storage for game AI training. This blog will give you insight into how Alluxio has been implemented and optimized at Tencent.
A Year with Alluxio Community 2021
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.