Building Scalable Scientific Applications using Makeflow and Work Queue
Tutorial at XSEDE13, July 22
2013, San Diego.
This tutorial will provide an introduction to writing scalable scientific
applications that are robust, elastic, and portable across different distributed
systems. We will use Makeflow and Work Queue, developed by the Cooperative Computing Lab, to build such
applications. These tools are used at Notre Dame and around the world to attack
large problems in fields such as chemistry, data mining, economics, biology,
physics, and more.
This tutorial is aimed at scientists, researchers, developers, graduate
students, and other participants interested in:
writing scientific applications that easily scale to the size of the
writing applications that are robust, fault-tolerant, and portable
Familiarity with Unix.
Basic knowledge of Python, Perl, or C (for the Work Queue portion of tutorial).
The tutorial will consist of a lecture and a hands-on instruction session. The
lecture will give an overview of the Makeflow and Work Queue software. The
hands-on instruction will demonstrate and walk through the installation and use
of Work Queue and Makeflow to write scalable programs. A set of practice
problems will also be provided to try on completion of the tutorial.
Makeflow Web Page
Work Queue Web Page
(Showing papers with tag tutorial. See all papers instead.)
- Michael Albrecht, Dinesh Rajan, Douglas Thain,
Making Work Queue Cluster-Friendly for Data Intensive Scientific Applications ,
IEEE International Conference on Cluster Computing, September, 2013.
- Dinesh Rajan, Andrew Thrasher, Badi Abdul-Wahid, Jesus A Izaguirre, Scott Emrich, and Douglas Thain,
Case Studies in Designing Elastic Applications,
13th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), May, 2013.
- Christopher Moretti, Andrew Thrasher, Li Yu, Michael Olson, Scott Emrich, and Douglas Thain,
A Framework for Scalable Genome Assembly on Clusters, Clouds, and Grids,
IEEE Transactions on Parallel and Distributed Systems, 23(12), December, 2012. DOI: 10.1109/TPDS.2012.80
- Badi Abdul-Wahid, Li Yu, Dinesh Rajan, Haoyun Feng, Eric Darve, Douglas Thain, Jesus A. Izaguirre,
Folding Proteins at 500 ns/hour with Work Queue,
8th IEEE International Conference on eScience (eScience 2012), October, 2012.
- Michael Albrecht, Patrick Donnelly, Peter Bui, and Douglas Thain,
Makeflow: A Portable Abstraction for Data Intensive Computing on Clusters, Clouds, and Grids,
Workshop on Scalable Workflow Enactment Engines and Technologies (SWEET) at ACM SIGMOD, May, 2012.
- Peter Bui, Dinesh Rajan, Badi Abdul-Wahid, Jesus Izaguirre, Douglas Thain,
Work Queue + Python: A Framework For Scalable Scientific Ensemble Applications,
Workshop on Python for High Performance and Scientific Computing (PyHPC) at the ACM/IEEE International Conference for High Performance Computing, Networking, Storage, and Analysis (Supercomputing) , November, 2011.
- Dinesh Rajan, Anthony Canino, Jesus A Izaguirre, and Douglas Thain,
Converting a High Performance Application to an Elastic Cloud Application,
The 3rd IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2011), November, 2011.
- Andrew Thrasher, Rory Carmichael, Peter Bui, Li Yu, Douglas Thain, and Scott Emrich,
Taming Complex Bioinformatics Workflows with Weaver, Makeflow, and Starch,
Workshop on Workflows in Support of Large Scale Science, pages 1-6, November, 2010. DOI: 10.1109/WORKS.2010.5671858