why aren't all 6 resolved? a statement only gets an assessment when the public
record can support or contradict it. opinions and what-ifs never can, and 0 checkable
ones are still open, waiting for their date. predictions held up or didn't;
assertions are supported or contradicted. on every card:
▮▮▮▮▮ certainty ·
▮▮▮▮▮ debate potential. speakers are clickable
Assertion Supported
Stoica: Hadoop's HDFS read/write cycle crippled early iterative machine learning
“If you look at the machine learning, it's, fundamentally, it's an iterative algorithm, and every iteration is turned into a Hadoop job. So between the iteration, you write the data and read the data from HDFS, so that's why it's very slow.”
Assertion Supported
IBM Watson used Apache UIMA and did not replace Hadoop
“I wouldn't assert that it replaces Hadoop. In fact, it's based on UEMA. It's an Apache project.”
Assertion Supported
Justin Borgman: Sears is making massive Hadoop investments to consolidate data
“Sears actually, there's been some interesting things written about Sears going in that direction. Which you think of, you know, major retail, you wouldn't think they would be, you know, compared to Facebook, but they are, and they're making huge investments in…”
Assertion Supported
Stoica: Early Hadoop was limited to batch processing
“So at that point, in big data space we there was Hadoop just started, but of course that was, by, back then it was mostly, you know, batch, computation, so you could do historical analysis, but not much more than that.”
Assertion Supported
Tasso Argyros: Aster Data began developing its architecture in 2005
“We were thinking about this problem back in 2005, right? So that was pre-Hadoop”
Assertion Supported
Facebook built Hive to provide a SQL interface on Hadoop
“Facebook built Hive, right, because they needed a tool to sit on top of Hadoop, you know, to allow their business analysts to kind of sequel interface to this big data platform.”