In this blog, we discuss the data access challenges in AI and why commonly used NAS/NFS may not be a good option for your organization. 1. Early Architecture of AI/ML According to Gartner, although LLMs are on the hype, most organizations are in the early stages, with some in production. In the early stages of … Continued
This talk will guide the audience on how Alluxio can greatly simplify the data preparation phase in with remote and possibly multiple data sources. We will share the lessons and benchmark from Bill Zhao an engineer led in Apple when building a Machine Learning platform using Tensorflow, NFS, DC/OS and Alluxio.
Calvin Jia introduces Alluxio, explain how Alluxio can help Spark be more effective, show benchmark results with Spark RDDs and DataFrames, and describe production deployments with both Alluxio and Spark working together.