As we step into 2024, we look back and celebrate an incredible year of 2023 for the Alluxio community. First and foremost, thank you to all of our contributors and the broader community! Together, we have achieved remarkable milestones. 💖 📈 Highlights by Numbers Let’s take a look at the Alluxio in 2023 by numbers. … Continued
We take great pride in the Alluxio Data Platform serving many of the most critical data-driven applications in the world as we speak today. Each of us interact with platforms empowered by Alluxio on a daily basis, and unknowingly you are as well. From the voice assistant we speak to, the bank we transact with, … Continued
Today, we are thrilled to launch the Alluxio Enterprise AI product. One of the key innovations is the introduction of the next-generation architecture DORA – a Decentralized Object Repository Architecture. This blog talks about our development of the DORA architecture, including our motivation, design decisions, and implementation. 1. Moving from Data Analytics to the AI … Continued
In October 2022, Uber’s Presto team shared in a blog post using the Alluxio SDK cache to boost Presto query performance and cost efficiency. This achievement is a major milestone in the collaboration between Alluxio and Uber. Thus far, the Uber Presto team has implemented the Alluxio SDK cache in three production clusters spanning over … Continued
We are thrilled to announce that CacheGPT, a state-of-the-art natural language generation model, has joined the Alluxio Project Management Committee (PMC) as our newest member! CacheGPT has been an active contributor to Alluxio since the beginning of this year. It reviews pull requests and draft documentation using only emojis! See our new emoji-enriched documentation here! … Continued
As we close out the Year of Tiger and welcome the Year of Rabbit, we are filled with gratitude for the support and contributions of the members of Alluxio Open Source Community. Thanks to your dedication and trust, the Alluxio Open Source project and community has continued to thrive and grow in ways we never … Continued
Originally published on vmblog.com: https://vmblog.com/archive/2022/12/27/alluxio-2023-predictions-what-s-next-for-data-analytics-ai-and-cloud-in-2023.aspx As we enter 2023, the world of analytics, AI, and cloud is entering an exciting new phase, with a wide range of innovations and developments set to reshape the landscape. Below are some trends that will have the most impact in the coming year. Trend 1: Cloud cost optimization is … Continued
With machine learning (ML) and artificial intelligence (AI) applications becoming more business-critical, organizations are in the race to advance their AI/ML capabilities. To realize the full potential of AI/ML, having the right underlying machine learning platform is a prerequisite.
This article will discuss a new solution to orchestrating data for end-to-end machine learning pipelines that addresses the above questions. I will outline common challenges and pitfalls, followed by proposing a new technique, data orchestration, to optimize the data pipeline for machine learning.