Please help transcribe this video using our simple transcription tool. You need to be logged in to do so.

Description

The seemingly interminable dwindle of technology feature sizes well into the nano-scale regime has afforded computer architects with an abundance of computational resources on a single chip. The Chip Multi-Processor (CMP) paradigm is now seen as the de facto architecture for years to come. However, in order to ef?ciently exploit the increasing number of on-chip processing cores, it is imperative to achieve and maintain ef?cient utilization of the resources at run time. Uneven and skewed distribution of workloads misuses the CMP resources and may even lead to such undesired effects as traf?c and temperature hotspots. While existing techniques rely mostly on software for the undertaking of load balancing duties and exploit hardware mainly for synchronization, we will demonstrate that there are wider opportunities for hardware support of load balancing in CMP systems. Based on this fact, this paper proposes IsoNet, a con?ict-free dynamic load distribution engine that exploits hardware aggressively to reinforce massively parallel computation in manycore settings. Moreover, the proposed architecture provides extensive fault-tolerance against both CPU faults and intra-IsoNet faults. The hardware takes charge of both (1) the management of the list of jobs to be executed, and (2) the transfer of jobs between processing elements to maintain load balance. Experimental results show that, unlike the existing popular techniques of blocking and job stealing, IsoNet is scalable with as many as 1024 processing cores.

Questions and Answers

You need to be logged in to be able to post here.