SCHEDULE: NOV 16-22, 2013
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.
Towards Benchmarking Graph-Processing Platforms
SESSION: Research Poster Reception
EVENT TYPE: Posters, Electronic Posters, and Education Posters
TIME: 5:15PM - 7:00PM
AUTHOR(S):Yong Guo, Marcin Biczak, Ana Lucia Varbanescu, Alexandru Iosup, Claudio Martella, Theodore L. Willke
ROOM:Mile High Pre-Function
ABSTRACT:
Graph-processing platforms are increasingly used in a variety of domains. Although both industry and academia are developing and tuning graph-processing algorithms and platforms, the performance of graph-processing platforms has never been explored or compared in-depth. Thus, users face the daunting challenge of selecting an appropriate plat- form for their specific application. To alleviate this challenge, we propose an empirical method for benchmarking graph-processing platforms. We implement a benchmark- ing suite, which includes a comprehensive process and a selection of representative metrics, datasets, and algorithmic classes. In our process, we focus on evaluating basic performance, resource utilization, scalability, and overhead. Our selection includes 5 classes of algorithms and 7 graphs. We use our suite on 6 platforms and, besides valuable insights gained for each platform, we also present the first comprehensive comparison of graph-processing platforms.
Chair/Author Details:
Yong Guo - Delft University of Technology
Marcin Biczak - Delft University of Technology
Ana Lucia Varbanescu - University of Amsterdam
Alexandru Iosup - Delft University of Technology
Claudio Martella - VU University Amsterdam
Theodore L. Willke - Intel Corporation
Click here to download .ics calendar file
