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Enabling User-level Asynchronous Tasking in the FA-BSP Model - Case Study: Distributed Triangle Counting
While the FA-BSP model provides significant performance improvements in large-scale graph applications, its single-threaded execution model may limit the performance of certain graph applications. This paper explores the potential benefits of enabling user-level asynchronous tasking with async and finish in FA-BSP programs using distributed triangle counting. The initial results from a generic HPC cluster show that a version using asynchronous tasking leads to a performance increase of 3% to 32%.
Mon 21 OctDisplayed time zone: Pacific Time (US & Canada) change
Mon 21 Oct
Displayed time zone: Pacific Time (US & Canada) change
16:00 - 17:30 | |||
16:00 20mResearch paper | Enabling User-level Asynchronous Tasking in the FA-BSP Model - Case Study: Distributed Triangle Counting VIVEKFEST Akihiro Hayashi Georgia Institute of Technology, Shubhendra Singhal , Youssef Elmougy Georgia Institute of Technology, USA, Jiawei Yang | ||
16:20 10mTalk | Max Grossman (Cruise) VIVEKFEST Max Grossman Rice University, USA | ||
16:30 20mResearch paper | Retrieving Unknown SMT Formulas via Structural Mutations VIVEKFEST | ||
16:50 30mTalk | Vivek Sarkar (Georgia Tech) VIVEKFEST Vivek Sarkar Georgia Institute of Technology | ||
17:20 10mTalk | Closing and proceed to "Collaborators' Toast: Drinks & Memories of Vivek's Work (6-8PM)" VIVEKFEST |