RCI and XSEDE are pleased to announce a regular series of remote workshops on High Performance Computing topics. These hands-on workshops provide a convenient way for researchers to learn about the latest techniques and technologies of current interest in HPC.
September 2 - HPC Monthly Workshop:Big Data
Please register for the workshop via this link, you will need to create a free XSEDE account
This workshop will focus on topics such as Hadoop and SPARQL.
11:00AM – 1:00PM Eastern Time
--Big Data Programming with Hadoop and Spark
This session will give an overview of programming big data applications focusing on Hadoop and Spark.
I. Hadoop System Overview
This section will cover the basics of the Hadoop Environment. We will discuss the Map Reduce daemons, the scheduling and monitoring environment, and interacting with the distributed file system (HDFS).
II. Hadoop Jobs
We will write a simple Java Map/Reduce program and run through the process of compiling, packaging, submitting, monitoring, and collecting the output of a Hadoop job. We will also briefly discuss other applications that run on the Hadoop platform such as HBase and Hadoop Streaming.
We will discuss the Spark platform and its concept of Resilient Distributed Datasets. We will cover the relationship between Spark and Hadoop, and we will write and submit an example job. We will also discuss the Spark Machine Learning API.
2:00PM – 5:00PM Eastern Time
o Learn the Graph Analytic approach to Data analysis, including some real-world examples.
o Gain an introduction to the RDF data format and the SPARQL query lanquage, with hands-on practice.
o Learn how to interact with the Sherlock Urika system.
There is no registration fee for this workshop.
RCI will host a remote site for the XSEDE workshops beginning in August 2013 and continuing through 2014. Attendees will participate through video conferencing capabilities available at USC. The workshops are available for faculty, staff, and students from USC and other institutions within South Carolina. Sign up below to be included on email announcements for upcoming workshops
Please email any questions about these workshops to firstname.lastname@example.org.