Search Results - Automatic Loop Parallelization

Self adaptive run time scheduling for the automatic parallelization of loops with the C2μTC/SL compiler by Saougkos, Dimitris, Manis, George

“…•We solve the hyperplane model at run time by scheduling tasks in parallel.•We improve the solution to be self adaptive and able to load balance.•We show that…”
Get full text

Quantifier elimination in automatic loop parallelization by Größlinger, Armin, Griebl, Martin, Lengauer, Christian

“…We present an application of quantifier elimination techniques in the automatic parallelization of nested loop programs…”
Get full text

Automatic parallelization of canonical loops by da Mata, Leonardo Luiz Padovani, Pereira, Fernando Magno Quintão, Ferreira, Renato

“…This paper presents a compilation technique that performs the automatic parallelization of canonical loops…”
Get full text

Towards automatic binary runtime loop de-parallelization using on-stack replacement by Yusuf, Marwa, El-Mahdy, Ahmed, Rohou, Erven

“… We propose a method for performing on-stack de-parallelization for a parallelized binary loop at runtime, thereby allowing for rapid…”
Get full text

Self adaptive run time scheduling for the automatic parallelization of loops with the C2I14TC/SL compiler by Saougkos, Dimitris, Manis, George

“…In this paper we suggest a new approach for solving the hyperplane problem, also known as awavefronta computation. In direct contrast to most approaches that…”
Get full text

Automatic loops parallelization by Oliveira Goncalves, Cristiano, Spolon, Roberta, Spolon Lobato, Renata, Manacero, Aleardo, Correa Lobato, Daniel

“…Identify opportunities for software parallelism is a task that takes a lot of human time, but once some code patterns for parallelism are identified, a…”
Get full text

Towards automatic parallelization of "for" loops by Bhat, Amit G., Babu, Meghana N., Anala, M. R.

“… Hence, automatic parallelization of existing serial programs is advantageous. One of the methods to execute programs in parallel is to make use of parallel computing platforms…”
Get full text

Locality‐Conscious Nested‐Loops Parallelization by Parsa, Saeed, Hamze, Mohammad

“…To speed up data‐intensive programs, two complementary techniques, namely nested loops parallelization and data locality optimization, should be considered…”
Get full text

Automatic Parallelization of Tiled Loop Nests with Enhanced Fine-Grained Parallelism on GPUs by Peng Di, Ding Ye, Yu Su, Yulei Sui, Jingling Xue

“…Automatically parallelizing loop nests into CUDA kernels must exploit the full potential of GPUs to obtain high performance…”
Get full text

Parallelizing more Loops with Compiler Guided Refactoring by Larsen, P., Ladelsky, R., Lidman, J., McKee, S. A., Karlsson, S., Zaks, A.

“… Unfortunately, automatic parallelization of loops is a fragile process, many different obstacles affect or prevent it in practice…”
Get full text

Mis-speculation-Driven Compiler Framework for Aggressive Loop Automatic Parallelization by Jin Lin, Xinmin Tian, Ng, John

“… These irregular control-flow and data-flow are often not compile-time analyzable, and had inhibited important loop optimizations such as parallelization and vectorization…”
Get full text

Construction of optimal space-time mappings for automatic parallelization of loop nests with static control flow by Lebedev, Artem S.

“…The article considers problems of affine scheduling and spatial distribution for programs composed of loop nests with static control flow as multi-objective optimization problems in context of data locality optimization…”
Get full text

Automatic Parallelization of Loops with Data Dependent Control Flow and Array Access Patterns by Ravishankar, Mahesh

“…With the era of increasing clock speeds coming to an end, parallel computing architectures have now become main-stream. Due to the wide range of architectures…”
Get full text

Automatic Parallelization of Irregular x86-64 Loops by Neth, Brandon, Strout, Michelle Mills

“… Then, loops in the specialized code can be parallelized to further improve performance. In contrast to previous work that targets LLVM loops with affine memory access…”
Get full text

A Method of Computation Decomposition on Tightly-Nested Loop Automatic Parallelization by Zhao Yan, Lei Liu

“…An automatic parallelization method for tightly-nested loops running on multi-core system has been proposed…”
Get full text

Organizing communication of parallel processes during automatic parallelization of loop nests with static control flow for cluster systems using polyhedral model by Lebedev, Artem

Get full text

Automatic loop parallelization: an abstract interpretation approach by Ricci, L.

“…This paper presents an abstract interpretation to support the automatic parallelization of iterative constructs…”
Get full text

Nested loop sequences: towards efficient loop structures in automatic parallelization by Chamski

“…An important problem in automatic parallelization of scientific programs is to generate loops from an algebraic description of the iteration domain…”
Get full text

Automatic parallelization of affine loops using dependence and cache analysis in a binary rewriter by Kotha, Aparna

“… Automatic parallelization technology is therefore an attractive alternative. We present a method to perform automatic parallelization in a binary rewriter…”
Get full text

A new thread-level speculative automatic parallelization model and library based on duplicate code execution by Martínez, Millán A., Fraguela, Basilio B., Cabaleiro, José C., Rivera, Francisco F.

“…Loop-efficient automatic parallelization has become increasingly relevant due to the growing number of cores in current processors and the programming effort needed to parallelize codes in these systems efficiently…”
Get full text