A Taxonomy of HPDA Algorithms
Author/Presenter
Event Type
Workshop
Applications
Architectures
Graph Algorithms
SIGHPC Workshop
TimeMonday, November 13th9:10am -
9:50am
Location507
DescriptionThis talk will be the first public presentation of the
rationale, methodology and key findings of a late-2016,
government-funded study Hyperion Research (then called
IDC) conducted, entitled Developing a Real-World
Taxonomy of the Underlying Mathematical, Algorithmic,
and Technological Aspects of HPDA Applications. For this
study, Hyperion first consulted public- and
private-sector experts to develop a taxonomy matrix
aimed at matching advanced analytics (HPDA) application
types with users’ preferred algorithms. Next came
in-depth interviews with scientific, academic and
industrial users to identify the hardware-software
requirements of their applications and the attributes of
the algorithms that generate those requirements. The
final step was a report designed as a reference tool for
HPDA users (including non-HPC specialists) from the
broad spectrum of application domains investigated in
the study.
Author/Presenter
