Tag: data lake

What’s Next for Data Analytics, AI, and Cloud in 2023?

By

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

Unify Data Lakes Across Multiple Geographic Regions in the Cloud

by Expedia Group

Expedia Group has implemented Alluxio to federate cross-region data lakes in AWS. Alluxio unifies geo-distributed data silos without replication, enabling consistent and high performance with ~50% reduced costs. This case study highlights: Expedia’s modernized data platform with central data lake and the challenges it faces Why this company chose Alluxio to unify cross-region data lake … Continued

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Deconstructing a Machine Learning Pipeline with Virtual Data Lake

Alluxio Product School *

As more and more companies turn to AI / ML / DL to unlock insight, AI has become this mythical word that adds unnecessary barriers to new adaptors. Oftentimes it was regarded as luxury for those big tech companies only – this should not be the case.

Unifying Cross-region Access in the Cloud at Expedia Group — The Path Toward Data Mesh in the Brand World

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This article shares the data platform practice at Expedia to federate cross-region data lakes spanning multiple geographic regions in the cloud. 1. Background Expedia Group (NASDAQ: EXPE) is an American online travel shopping company for consumer and small business travel. Expedia powers travel for everyone, everywhere through our global platform, with industry-leading technology solutions to … Continued

Architecting a Heterogeneous Data Platform Across Clusters, Regions, and Clouds

Alluxio foresaw the need for agility when accessing data across silos separated from compute engines like Spark, Presto, Tensorflow and PyTorch. Embracing the separation of storage from compute, the Alluxio data orchestration platform simplifies adoption of the data lake and data mesh paradigm for analytics and AI/ML. In this talk, Bin Fan will share observations to help identify ways to use the platform to meet the needs of your data environment and workloads.

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Accelerate Analytics and ML in the Hybrid Cloud Era

Alluxio Tech Talk *

In this talk, we will walk through what Alluxio’s Data Orchestration for the hybrid cloud era is and how it solves the performance and data management challenges we see.

Accelerate Analytics and ML in the Hybrid Cloud Era

Alluxio Tech Talk *

In this talk, we will walk through what Alluxio’s Data Orchestration for the hybrid cloud era is and how it solves the performance and data management challenges we see.