[parsec-users] Scalability of PARSEC benchmarks ?

Christian Bienia cbienia at CS.Princeton.EDU
Tue Apr 1 12:42:25 EDT 2008

Hello Roberto,

How well the PARSEC workloads scale in practice depends on the machine. All 
programs scale well to a large number of cores if their requirements are met. 
In practice (or if you simulate a realistic machine) you will frequently hit 
memory bandwidth limitations soon.

If you only care about good scalability start with programs that have small 
working sets first. Depending on your architecture intense communication 
between threads can consume a lot of memory bandwidth, too. The commercial 
workloads which use the pipeline model tend to be tougher on the machine in 
that sense.

The more your workloads have those two properties (large working sets & 
intense communication) the more challenging it will be to achieve good 
speedups. Have a look at the characterization to get an impression of the 
requirements of PARSEC programs.

- Chris

On Tuesday 01 April 2008 07:03 am, Roberto Giorgi wrote:
> Hi, I'm new to PARSEC: can someone please tell me if these benchmarks
> can be used in scalbility studies, e.g. at least up to 64-128 cores (like
> SPLASH-2)?
> In case of positive answer: which benchmark could I first start with
>  (simpler, more scalable with number of cores)?
> Thanks!
> Roberto.

More information about the parsec-users mailing list