XSEDE HPC Workshop: BIG DATA Part 2
Thursday, September 6, 2018
7:00am to 1:00pm
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About This Workshop
Have you ever wondered how to handle data sets so large or complex that traditional data processing applications and techniques are inadequate? In this workshop you will learn about two popular frameworks for distributing and retrieving data: Hadoop and Spark. Hadoop facilitates solving problems involving massive amounts of data and computation via a MapReduce programming model, and Spark evolves this by running it in parallel while providing fault tolerance. On the second day of this workshop, we will cover two more important Big Data topics: Machine Learning with Spark and Deep Learning with TensorFlow.
This two-day remote workshop is being offered by XSEDE and the Pittsburgh Supercomputing Center. It will focus on topics such as Hadoop and Spark and will be presented using the Wide Area Classroom (WAC) training platform.
Agenda
Wednesday, Sep 5 |
|
11:00 |
Welcome |
11:25 |
Intro to Big Data |
12:00 |
Hadoop |
12:30 |
Intro to Spark |
1:00 |
Lunch break |
2:00 |
Spark |
3:30 |
Spark Exercises |
4:30 |
Spark |
5:00 |
Adjourn |
Thursday, Sep 6 |
|
11:00 |
Machine Learning: Recommender System with Spark |
1:00 |
Lunch break |
2:00 |
Deep Learning with Tensorflow |
4:30 |
Bridges: A Big Data Platform |
5:00 |
Adjourn
|
Event host:
Daniel Lucio
Contact information:
Karen Ciccone
Admission information:
Registration is required.
Other information:
Registered attendees need to bring their own laptops.
When
Thursday, September 6, 20187:00am to 1:00pm
Where
Accessibility
If assistive technology, live captioning, or other accommodations would improve your experience at this event, please contact us. We encourage you to contact us early about this to allow sufficient time to meet your access needs.