posted on 2014-03-28, 11:41authored byJesus Omana Iglesias, James Thorburn, Trevor Parsons, John Murphy, Patrick O'Sullivan
Understanding system utilization is currently a difficult
challenge for industry. Current monitoring tools tend to focus
on monitoring critical servers and databases within a narrow technical
context, and have not been designed to to manage extremely
heterogeneous IT infrastructure such as desktops, laptops, and
servers, where the number of devices can be in the order of tens
of thousands. This is an issue for many different domains (organizations
with large IT infrastructures, cloud computing providers,
or software as a service providers) where an understanding of how
computer hardware is being utilized is essential for understanding
business cost, workload migrations and future investment requirements.
Furthermore, organizations find it difficult to understand
the raw metrics collected by current monitoring tools, in particular
when trying to understand to what degree their systems are
being utilized in the context of different business purposes.
This paper presents different techniques for the extraction of
meaningful resource utilization information from raw monitoring
data, a utilization scoring algorithm, and then subsequently outlines
a profile-based method for tracking the utilization of IT assets
(systems) in large heterogeneous IT environments. We intend to
determine how efficiently system resources are utilized considering
their business use. We will provide to the end-user an assessment
of the system utilization together with additional information to
perform remedial action.
History
Publication
Cloud Computing Technology and Science (CloudCom), 2011 IEEE Third International Conference;pp.482-488