Show back of utilization and use patterns openly also removes admins from being 
“the Police”. 

Instead each user of the system can see who is requesting excessive memory, 
using inappropriate queues or just inefficient workloads at scale. This creates 
a self-Policing environment and certainly both re-enforces a community feel and 
improves communication between the groups of users. 
Pete

On 12/6/17, 6:36 PM, "Beowulf on behalf of Tim Cutts" 
<beowulf-boun...@beowulf.org on behalf of t...@sanger.ac.uk> wrote:

    Of course, if you charge for your cluster time, that hurts them in the 
wallet, since they pay for all the allocated unused time.  If you don’t charge 
(which is the case for us) it’s hard to incentivise them not to do this.  Shame 
works, a bit.  We publish cluster analytics showing CPU efficiency and memory 
efficiency league tables for the users, and that has had some good effects in 
the past...
    
    Tim
    
    > On 6 Dec 2017, at 18:20, David Mathog <mat...@caltech.edu> wrote:
    > 
    > on Wed, 06 Dec 2017 21:39:20 +1100 Chris Samuel wrote:
    >> If this is, as I suspect is likely, bioinformatics code it could well be 
that
    >> it is a pipeline type application and only part of the application may 
be able
    >> to make use of parallelism (and then might not be very good at it).
    > 
    > Exactly.  Super frustrating to set something like '--cpus=40' and then 
watch the resulting heap of programs sit for long periods of time (hours, not 
seconds) running only on a single CPU.
    > 
    > Regards,
    > 
    > David Mathog
    > mat...@caltech.edu
    > Manager, Sequence Analysis Facility, Biology Division, Caltech
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 The Wellcome Trust Sanger Institute is operated by Genome Research 
 Limited, a charity registered in England with number 1021457 and a 
 company registered in England with number 2742969, whose registered 
 office is 215 Euston Road, London, NW1 2BE.
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