A survey of general-purpose polyhedral compilers

A Thangamani, V Loechner, S Genaud - ACM Transactions on …, 2024 - dl.acm.org
Since the 1990s, many implementations of polyhedral compilers have been written and
distributed, either as source-to-source translating compilers or integrated into wider-purpose …

Data assimilation with agent-based models using Markov chain sampling

D Tang, N Malleson - arxiv preprint arxiv:2205.01616, 2022 - arxiv.org
Every day, weather forecasting centres around the world make use of noisy, incomplete
observations of the atmosphere to update their weather forecasts. This process is known as …

[PDF][PDF] GRAPHITE-OpenCL: Generate OpenCL code from parallel loops

I RAS - GCC Developers Summit. Citcseer, 2010 - Citeseer
OpenCL standard gains popularity, yet there is no GCC support for OpenCL code
generation at the moment. This paper suggests generating OpenCL code from parallelizable …

The impact of polyhedral optimizations on data locality when parallelizing affine programs in the context of ATAX case study

A Lebedev - International Journal of Open Information Technologies, 2024 - injoit.org
The article examines the impact of polyhedral optimization on an important property of the
program—locality of data use, which is closely related to the possible limitation of its …

[HTML][HTML] Влияние полиэдральной оптимизации на локальность использования данных при распараллеливании линейных программ на примере atax

АС Лебедев - International Journal of Open Information …, 2024 - cyberleninka.ru
В статье рассматривается влияние полиэдральной оптимизации на важное свойство
программы—локальность использования данных, которое тесно связано с возможным …

Scaling data-intensive applications on heterogeneous platforms with accelerators

A Balevic, B Kienhuis - 2012 IEEE 26th International Parallel …, 2012 - ieeexplore.ieee.org
Heterogeneous parallel systems including accelerators such as Graphics Processing Units
(GPUs), are expected to play a major role in architecting the largest systems in the world, as …

Identifying hotspots in a program for data parallel architecture: an early experience

S Sarkar, MF Maltouf - Proceedings of the 5th India Software …, 2012 - dl.acm.org
In applications that rely on data intensive computation, one can gain significant performance
if the source code is suitably transformed for parallel hardware. A common approach is to …

[PDF][PDF] Optimizing memory management on heterogeneous systems using polyhedral, compile-time techniques

V Vassiliadis - 2013 - amcl.tuc.gr
2 Background-Polyhedral Model 4 2.1 Polyhedron................................... 4 2.1. 1 Implicit
representation......................... 5 2.1. 2 Generators representation....................... 5 2.2 …

[PDF][PDF] Cache-Friendly Profile Guided Optimization M. Sc. Thesis

B Wicht - researchgate.net
Cache-Friendly Profile Guided Optimization M.Sc. Thesis Page 1 Cache-Friendly Profile Guided
Optimization M.Sc. Thesis Baptiste Wicht baptiste.wicht@gmail.com Professor Frédéric Bapst …

[PDF][PDF] Simdization transformation strategies

P Westen - 2012 - repository.tudelft.nl
Abstract The Single Instruction Multiple Data (SIMD) paradigm promises speedup at
relatively low silicon area cost for software that exposes a large amount of loop level …