Timing characterization of OpenMP4 tasking model

MA Serrano, A Melani, R Vargas… - … and Synthesis for …, 2015‏ - ieeexplore.ieee.org
OpenMP is increasingly being supported by the newest high-end embedded many-core
processors. Despite the lack of any notion of real-time execution, the latest specification of …

OpenMP and timing predictability: A possible union?

R Vargas, E Quinones… - 2015 Design, Automation & …, 2015‏ - ieeexplore.ieee.org
Next-generation many-core embedded platforms have the chance of intercepting a
converging need for high performance and predictability. Programming methodologies for …

Response-time analysis of DAG tasks under fixed priority scheduling with limited preemptions

MA Serrano, A Melani, M Bertogna… - … Design, Automation & …, 2016‏ - ieeexplore.ieee.org
Limited preemptive (LP) scheduling has been demonstrated to effectively improve the
schedulability of fully preemptive (FP) and fully non-preemptive (FNP) paradigms. On one …

Unleashing fine-grained parallelism on embedded many-core accelerators with lightweight OpenMP tasking

G Tagliavini, D Cesarini… - IEEE Transactions on …, 2018‏ - ieeexplore.ieee.org
In recent years, programmable many-core accelerators (PMCAs) have been introduced in
embedded systems to satisfy stringent performance/Watt requirements. This has increased …

A lightweight OpenMP4 run-time for embedded systems

RE Vargas, S Royuela, MA Serrano… - 2016 21st Asia and …, 2016‏ - ieeexplore.ieee.org
OpenMP is increasingly being adopted by current many-core embedded processors to
exploit their parallel computation capabilities. Unfortunately, current run-time …

A memory-centric approach to enable timing-predictability within embedded many-core accelerators

P Burgio, A Marongiu, P Valente… - 2015 CSI Symposium …, 2015‏ - ieeexplore.ieee.org
There is an increasing interest among real-time systems architects for multi-and many-core
accelerated platforms. The main obstacle towards the adoption of such devices within …

Taskgraph: A low contention openmp tasking framework

C Yu, S Royuela, E Quinones - IEEE Transactions on Parallel …, 2023‏ - ieeexplore.ieee.org
OpenMP is the de-facto standard for shared memory systems in High-Performance
Computing (HPC). It includes a tasking model that offers a high-level of abstraction to …

Restricted Boltzmann machines for recommender systems with implicit feedback

F Yang, Y Lu - 2018 IEEE International Conference on Big Data …, 2018‏ - ieeexplore.ieee.org
Implicit feedback such as video watch time is commonly seen in many internet products.
Though recommender systems with explicit feedback have been abundantly researched …

Response time analysis of parallel tasks on accelerator-based heterogeneous platforms

S Chang, J Sun, Z Liu, X Zhao, Q Deng - Journal of Systems Architecture, 2022‏ - Elsevier
Due to the inherent high parallelism and heterogeneity, accelerator-based heterogeneous
platforms have been regarded as promising solutions for computation-intensive …

Deploying OpenMP on an embedded multicore accelerator

SN Agathos, VV Dimakopoulos… - 2013 International …, 2013‏ - ieeexplore.ieee.org
Multiprocessor systems-on-chip (MPSoC) are now considered first-class citizens both in the
embedded systems and in the high-performance computing arenas, in the form of …