Introducing What's New in Alluxio 2.5

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Alluxio Community Office Hour April 22, 2021 For more Alluxio events: https://www.alluxio.io/events/ Speakers: Calvin Jia, Alluxio Bin Fan, Alluxio We are thrilled to announce the release of Alluxio 2.5! Alluxio 2.5 focuses on improving interface support to broaden the set of data driven applications which can benefit from data orchestration. The POSIX and S3 client interfaces have greatly improved in performance and functionality as a result of the widespread usage and demand from AI/ML workloads and system administration needs. Alluxio is rapidly evolving to meet the needs of enterprises that are deploying it as a key component of their AI/ML stacks. At the same time, Alluxio continues to integrate with the latest cloud and cluster orchestration technologies. In 2.5, Alluxio has new connectors for Google Cloud Storage and Azure Data Lake Storage Gen 2 as well as better operability functionality for Kubernetes environments. In this Office Hour, we will go over: - JNI Based POSIX API - S3 Northbound API - ADLS Gen 2 Connector - GCSv2 Connector

Software

What’s New in Alluxio 2.5
04/22 Office Hour - Calvin Jia
Please Join https://alluxio.io/slack for Q&A

2.5 Focus Areas
● Interface Support
○ Alluxio FUSE for AI/ML workloads
○ S3 Northbound API for data administrators
● Cloud Native Integrations
○ ADLS Gen2 Connector
○ Native GCS Connector (using Google SDK)
○ AWS STS Support

Improved POSIX API
● Alluxio 2.5 introduces a new JNI-based FUSEintegration to support POSIX
data access.
● Improves the performance by 3x to 5x for workloads of high-performance
and high-concurrency such as AI/ML training.

S3 Northbound API
● Alluxio 2.5 improves the compatibility of the
S3 Northbound API including basic
authorization, bucket listing, and directory
operations.
● Compatible with S3 browsing software
such as s3browser allowing administrators
to maintain and manage the Alluxio
namespace through an object storage
console.

Cloud Storage Integrations
● ADLS Gen2 Connector
○ A new connector for Azure Data Lake Storage Gen 2 allows users to benefit from the
various optimizations provided by ADLS Gen2 when using Azure object storage.
● Native GCS Connector
○ The native Google provided SDK enables users to benefit from the latest optimizations
and features available from the GCS SDK such as JSON file based login.
● AWS Secure Token Service
○ Enable usage of AWS STS to authenticate with S3 instead of passing access/secret keys

Alluxio on K8s
● Alluxio 2.5 comes with more visibility and manageability on K8s
○ Alluxio Data Orchestration Hub on K8s
○ Alluxio remote logger on K8s
○ Alluxio metrics system on K8s
○ Arthas and async-profiler in the docker image

FUSE Use Cases
● Deep Learning at Scale with AzureML
● Efficient Model Training in the Cloud with K8s, Tensorflow, and Alluxio

Questions?
Alluxio Website - https://www.alluxio.io
Alluxio Community Slack Channel - https://www.alluxio.io/slack
Alluxio Office Hours & Webinars - https://www.alluxio.io/events

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Introducing What's New in Alluxio 2.5

1. What’s New in Alluxio 2.5 04/22 Office Hour - Calvin Jia Please Join https://alluxio.io/slack for Q&A

2. 2.5 Focus Areas ● Interface Support ○ Alluxio FUSE for AI/ML workloads ○ S3 Northbound API for data administrators ● Cloud Native Integrations ○ ADLS Gen2 Connector ○ Native GCS Connector (using Google SDK) ○ AWS STS Support

3. Improved POSIX API ● Alluxio 2.5 introduces a new JNI-based FUSEintegration to support POSIX data access. ● Improves the performance by 3x to 5x for workloads of high-performance and high-concurrency such as AI/ML training.

4. S3 Northbound API ● Alluxio 2.5 improves the compatibility of the S3 Northbound API including basic authorization, bucket listing, and directory operations. ● Compatible with S3 browsing software such as s3browser allowing administrators to maintain and manage the Alluxio namespace through an object storage console.

5. Cloud Storage Integrations ● ADLS Gen2 Connector ○ A new connector for Azure Data Lake Storage Gen 2 allows users to benefit from the various optimizations provided by ADLS Gen2 when using Azure object storage. ● Native GCS Connector ○ The native Google provided SDK enables users to benefit from the latest optimizations and features available from the GCS SDK such as JSON file based login. ● AWS Secure Token Service ○ Enable usage of AWS STS to authenticate with S3 instead of passing access/secret keys

6. Alluxio on K8s ● Alluxio 2.5 comes with more visibility and manageability on K8s ○ Alluxio Data Orchestration Hub on K8s ○ Alluxio remote logger on K8s ○ Alluxio metrics system on K8s ○ Arthas and async-profiler in the docker image

7. FUSE Use Cases ● Deep Learning at Scale with AzureML ● Efficient Model Training in the Cloud with K8s, Tensorflow, and Alluxio

8. Questions? Alluxio Website - https://www.alluxio.io Alluxio Community Slack Channel - https://www.alluxio.io/slack Alluxio Office Hours & Webinars - https://www.alluxio.io/events

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