Date: Friday, September 30th, 2016
Location: VPD 106 (Verna and Peter Dauterive Hall, UPC).
Instructor: The USC HPC and Pegasus team
Course Material: https://pegasus.isi.edu/tutorial/usc/
The USC HPC and Pegasus Team is hosting a half day workshop on September 30th, 2016 at the USC main campus. This workshop includes a hands-on component that requires an active HPC account. If you don’t have USC HPC account and want to attend the workshop, HPC team can now offer temporary HPC accounts for workshop attendees. To be eligible, you must have a USC NetID, and must register via the Registration link below. This is a great way to check out HPC and learn about Workflows if you do not have an HPC account.
Scientific Workflows via The Pegasus Workflow Management System on the HPC Cluster
Workflows are a key technology for enabling complex scientific applications. They capture the interdependencies between processing steps in data analysis and simulation pipelines, as well as the mechanisms to execute those steps reliably and efficiently in a distributed computing environment. They also enable scientists to capture complex processes to promote sharing and reuse, and provide provenance information necessary for the verification of scientific results and scientific reproducibility.
In this workshop, we will focus on how to model scientific analysis as a workflow that can be executed on the USC HPC cluster using Pegasus WMS (http://pegasus.isi.edu). Pegasus allows users to design workflows at a high-level of abstraction, that is independent of the resources available to execute them and the location of data and executables. It compiles these abstract workflows to executable workflows that can be deployed onto distributed resources such local campus clusters, computational clouds and grids such as XSEDE and Open Science Grid. During the compilation process, Pegasus WMS does data discovery, whereby it determines the locations of input data files and executables. Data transfer tasks are added to the executable workflow that are responsible for staging in the input files to the cluster, and the generated output files back to a user specified location. In addition to the data transfers tasks, data cleanup (cleanup data that is no longer required) and data registration tasks (catalog the output files) are be added to the pipeline.
Through hands-on exercises, we will cover issues of workflow composition, how to design a workflow in a portable way, workflow execution and how to run the workflow efficiently and reliably on the USC HPC cluster. An important component of the tutorial will be how to monitor, debug and analyze workflows using Pegasus-provided tools. The workshop will also cover how to execute MPI application codes as part of a workflow.
This workshop is intended for both new and existing HPC users. It is highly recommended that you take the Introduction to Linux/Unix workshop if you haven’t worked in the Linux environment before. The participants will be expected to bring in their own laptops with the following software installed: SSH client, Web Browser, PDF reader. If you have any questions about either of these workshops, please send email to firstname.lastname@example.org and email@example.com. We look forward to seeing you there!