Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Integrating Blocking and Non-Blocking MPI Primitives with Task-Based
  Programming Models   In this paper we present the Task-Aware MPI library (TAMPI) that integrates
both blocking and non-blocking MPI primitives with task-based programming
models. The TAMPI library leverages two new runtime APIs to improve both
programmability and performance of hybrid applications. The first API allows to
pause and resume the execution of a task depending on external events. This API
is used to improve the interoperability between blocking MPI communication
primitives and tasks. When an MPI operation executed inside a task blocks, the
task running is paused so that the runtime system can schedule a new task on
the core that became idle. Once the blocked MPI operation is completed, the
paused task is put again on the runtime system's ready queue, so eventually it
will be scheduled again and its execution will be resumed.
  The second API defers the release of dependencies associated with a task
completion until some external events are fulfilled. This API is composed only
of two functions, one to bind external events to a running task and another
function to notify about the completion of external events previously bound.
TAMPI leverages this API to bind non-blocking MPI operations with tasks,
deferring the release of their task dependencies until both task execution and
all its bound MPI operations are completed.
  Our experiments reveal that the enhanced features of TAMPI not only simplify
the development of hybrid MPI+OpenMP applications that use blocking or
non-blocking MPI primitives but they also naturally overlap computation and
communication phases, which improves application performance and scalability by
removing artificial dependencies across communication tasks.

33
The categories of this paper are: plasm-ph
20
The categories of this paper are: acc-phys
29
The categories of this paper are: funct-an
37
The categories of this paper are: supr-con
2
The categories of this paper are: math
18
The categories of this paper are: econ
10
The categories of this paper are: q-bio
34
The categories of this paper are: chem-ph
9
The categories of this paper are: nlin
26
The categories of this paper are: bayes-an
31
The categories of this paper are: ao-sci
17
The categories of this paper are: q-fin
7
The categories of this paper are: hep-th
0
The categories of this paper are: hep-ph
30
The categories of this paper are: q-alg
13
The categories of this paper are: quant-ph