- Home
- Register
- Attend
- Program
- Technical Program Overview
- SC14 Schedule
- Awards
- Birds-of-a-Feather Sessions (BOFs)
- Emerging Technologies
- Invited Talks
- Panels
- Papers
- Posters
- Scientific Visualization Showcase
- Tutorials
- Workshops
- Doctoral Showcase Program
- HPC Matters Plenary
- Keynote
- SC14 Archive
- SC14 Conference Program
- Tech Program Receptions
- Exhibit
- Engage
- Media
- Media Overview
- Media Releases
- Announcing the Second Test of Time Award Winner
- CDC to Present at Supercomputing 2014
- Finalists Compete for Coveted ACM Gordon Bell Prize in High Performance Computing
- Four Ways Supercomputing Is Changing Lives: From Climate Modeling to Manufacturing Consumer Goods
- Join the Student Cluster Competition
- New Orleans Becomes Home to Fastest Internet Hub in the World
- SC14 Announces New Plenary to Focus on the Importance of Supercomputers in Society
- SC14 Registration Opens, Technical Program Goes Live
- Supercomputing 2014 Recognizes Outstanding Achievements in HPC
- Supercomputing 2014 Sets New Records
- Supercomputing Invited Plenary Talks
- Supercomputing Unveils Ground-Breaking Innovations and the World’s Fastest Computer Network
- World’s Fastest Computer Network Coming to New Orleans
- SC14 Logo Usage
- SC14 Media Partners
- Social Media
- Newsletters
- SC14 Blog
- Opening Press Briefing
- SC Photograph and Film Acceptable Use Policy
- Media Registration
- Video Gallery
- SCinet
SCHEDULE: NOV 16-21, 2014
When viewing the Technical Program schedule, on the far righthand side is a column labeled "PLANNER." Use this planner to build your own schedule. Once you select an event and want to add it to your personal schedule, just click on the calendar icon of your choice (outlook calendar, ical calendar or google calendar) and that event will be stored there. As you select events in this manner, you will have your own schedule to guide you through the week.
High Performance Data Analytics: Experiences Porting the Apache Hama Graph Analytics Framework to an HPC Infiniband Connected Cluster
SESSION: Software for HPC
EVENT TYPE: Exhibitor Forums
TIME: 2:30PM - 3:00PM
SESSION CHAIR: Paul Domagala
Presenter(s):William Leinberger
ROOM:291
ABSTRACT:
Open source analytic frameworks provide access to Big Data in a productive and fault resilient way on scale-out commodity hardware systems. The objectives of High Performance Data Analytic systems are to maintain the framework productivity and improve performance for the data analyst. In order to achieve the performance available from High Performance Computing (HPC) technology, a framework must be recast from the distributed programming model common in the open source world to the parallel programming model used successfully in the HPC world by surgical replacement of key framework functions that leverage the strengths of HPC systems. We demonstrate this by porting the Apache Hama graph analytic framework to an HPC Infiniband Cluster. By replacing the distributed barrier class in the framework with a parallel HPC variant (prototyped in MPI), we achieved a performance increase of 37% on a real-world Community Detection application applied to a synthetic community rich graph.
Chair/Presenter Details:
Paul Domagala (Chair) - Argonne National Laboratory
William Leinberger - General Dynamics
Click here to download .ics calendar file
