Your 🐰 queries are slow 🐢 … you’re frustrated 😩 … Don’t let suboptimal Trino performance hold you back any longer! Unlock the full potential of Trino and transform your data analytics game. Discover the secrets behind Trino’s query engine and learn how to overcome bottlenecks to achieve⚡ blazing-fast query performance. In this comprehensive guide, … Continued
Tags: analytics, cloud, data, data orchestration, performance
Did you know major cloud service providers encourage you to put data in the cloud and charge you to get it out? Discover everything you need to know about data egress costs and never be surprised by a bill again. An IDC survey¹ revealed that almost everyone (99%) incur planned or unplanned egress fees, and … Continued
Tags: cloud, cost optimization, data
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
Big Data Bellevue Meetup May 19, 2022 Today, data engineering in modern enterprises has become increasingly more complex and resource-consuming, particularly because (1) the rich amount of organizational data is often distributed across data centers, cloud regions, or even cloud providers, and (2) the complexity of the big data stack has been quickly increasing over … Continued
Tags: cloud, distributed systems, meetup, storage
This talk introduces the three game level progressions to use Alluxio to speed up your cloud training with production use cases from Microsoft, Alibaba, and BossZhipin.
Tags: alluxio day, cloud, data, machine learning
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.
By bringing Alluxio together with Spark, you can modernize your data platform in a scalable, agile, and cost-effective way. In this post, we provide an overview of the Spark + Alluxio stack. We explain the architecture, discuss real-world examples, describe deployment models, and showcase performance and cost benchmarking.
Tags: analytics, cloud, data orchestration, data platform, overview, spark, storage
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.
Data platform teams are increasingly challenged with accessing multiple data stores that are separated from compute engines, such as Spark, Presto, TensorFlow or PyTorch. Whether your data is distributed across multiple datacenters and/or clouds, a successful heterogeneous data platform requires efficient data access. Alluxio enables you to embrace the separation of storage from compute and use Alluxio data orchestration to simplify adoption of the data lake and data mesh paradigms for analytics and AI/ML workloads.
Tags: ai, analytics, cloud, compute, data orchestration, data platform, data stores, ml, storage