Too Long; Didn't Read
This blog is the second in the machine learning series of this week’s blog series. We focus on comparing traditional solutions with Alluxio's solution to improve training performance and simplify data management. We discuss the challenges of data accessibility, performance, and storage system stability in dealing with I/O in machine learning pipeline. We also discuss the benefits of the open-source[data orchestration platform [Alluxio] and the use of AlluxIO to load data from cloud storage.