Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: An Introduction to hpxMP: A Modern OpenMP Implementation Leveraging HPX,
  An Asynchronous Many-Task System   Asynchronous Many-task (AMT) runtime systems have gained increasing
acceptance in the HPC community due to the performance improvements offered by
fine-grained tasking runtime systems. At the same time, C++ standardization
efforts are focused on creating higher-level interfaces able to replace OpenMP
or OpenACC in modern C++ codes. These higher level functions have been adopted
in standards conforming runtime systems such as HPX, giving users the ability
to simply utilize fork-join parallelism in their own codes. Despite innovations
in runtime systems and standardization efforts users face enormous challenges
porting legacy applications. Not only must users port their own codes, but
often users rely on highly optimized libraries such as BLAS and LAPACK which
use OpenMP for parallization. Current efforts to create smooth migration paths
have struggled with these challenges, especially as the threading systems of
AMT libraries often compete with the treading system of OpenMP.
  To overcome these issues, our team has developed hpxMP, an implementation of
the OpenMP standard, which utilizes the underlying AMT system to schedule and
manage tasks. This approach leverages the C++ interfaces exposed by HPX and
allows users to execute their applications on an AMT system without changing
their code.
  In this work, we compare hpxMP with Clang's OpenMP library with four linear
algebra benchmarks of the Blaze C++ library. While hpxMP is often not able to
reach the same performance, we demonstrate viability for providing a smooth
migration for applications but have to be extended to benefit from a more
general task based programming model.

21
The categories of this paper are: adap-org
5
The categories of this paper are: gr-qc
0
The categories of this paper are: hep-ph
15
The categories of this paper are: nucl-ex
34
The categories of this paper are: chem-ph
24
The categories of this paper are: dg-ga
9
The categories of this paper are: nlin
27
The categories of this paper are: comp-gas
28
The categories of this paper are: alg-geom
31
The categories of this paper are: ao-sci
14
The categories of this paper are: math-ph
29
The categories of this paper are: funct-an
19
The categories of this paper are: eess
2
The categories of this paper are: math
8
The categories of this paper are: hep-ex
12
The categories of this paper are: nucl-th