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The C++ programming language provides classes and structs as fundamental modeling entities. Consequently, C++ code tends to favour array-of-structs (AoS) for encoding data sequences, even though structure-of-arrays (SoA) yields better…

数学软件 · 计算机科学 2025-09-16 Pawel K. Radtke , Tobias Weinzierl

The Message-Passing Interface (MPI) and C++ form the backbone of high-performance computing, but MPI only provides C and Fortran bindings. While this offers great language interoperability, high-level programming languages like C++ make…

分布式、并行与集群计算 · 计算机科学 2024-11-13 Tim Niklas Uhl , Matthias Schimek , Lukas Hübner , Demian Hespe , Florian Kurpicz , Christoph Stelz , Peter Sanders

The C programming language and its cousins such as C++ stipulate the static storage of sets of structured data: Developers have to commit to one, invariant data model -- typically a structure-of-arrays (SoA) or an array-of-structs (AoS) --…

编程语言 · 计算机科学 2025-09-16 Pawel K. Radtke , Tobias Weinzierl

Programs written in C/C++ often include inline assembly: a snippet of architecture-specific assembly code used to access low-level functionalities that are impossible or expensive to simulate in the source language. Although inline assembly…

编程语言 · 计算机科学 2024-09-04 Paulo Emílio de Vilhena , Ori Lahav , Viktor Vafeiadis , Azalea Raad

Over the past two decades, C++ has been adopted as a major HPC language (displacing C to a large extent, andFortran to some degree as well). Idiomatic C++ is clearly how C++ is being used nowadays. But, MPIs syntax and semantics defined and…

编程语言 · 计算机科学 2021-07-23 Martin Ruefenacht , Derek Schafer , Anthony Skjellum , Purushotham V. Bangalore

The aim of this work is to define and implement an extended C++ language to support the SIMD programming paradigm. The C++ programming language has been extended to express all the potentiality of an abstract SIMD machine consisting of a…

编程语言 · 计算机科学 2007-05-23 Alessandro Lonardo , Emanuele Panizzi , Benedetto Proietti

Iterators are a fundamental programming abstraction for traversing and modifying elements in containers in mainstream imperative languages such as C++. Iterators provide a uniform access mechanism that hides low-level implementation details…

编程语言 · 计算机科学 2026-04-16 Yihe Li , Gregory J. Duck

Designing and implementing secure software is inarguably more important than ever. However, despite years of research into privilege separating programs, it remains difficult to actually do so and such efforts can take years of…

密码学与安全 · 计算机科学 2022-01-25 Ioannis Agadakos , Manuel Egele , William Robertson

The C/C++ memory model provides an interface and execution model for programmers of concurrent (shared-variable) code. It provides a range of mechanisms that abstract from underlying hardware memory models -- that govern how multicore…

编程语言 · 计算机科学 2022-04-08 Robert J. Colvin

Parallel programming remains a daunting challenge, from the struggle to express a parallel algorithm without cluttering the underlying synchronous logic, to describing which devices to employ in a calculation, to correctness. Over the…

分布式、并行与集群计算 · 计算机科学 2023-08-10 Patrick Diehl , Steven R. Brandt , Hartmut Kaiser

Multi-dimensional arrays are ubiquitous in high-performance computing (HPC), but their absence from the C++ language standard is a long-standing and well-known limitation of their use for HPC. This paper describes the design and…

分布式、并行与集群计算 · 计算机科学 2020-10-14 D. S. Hollman , Bryce Adelstein Lelbach , H. Carter Edwards , Mark Hoemmen , Daniel Sunderland , Christian R. Trott

On the way to Exascale, programmers face the increasing challenge of having to support multiple hardware architectures from the same code base. At the same time, portability of code and performance are increasingly difficult to achieve as…

分布式、并行与集群计算 · 计算机科学 2022-06-14 Thomas Heller , Hartmut Kaiser , Patrick Diehl , Dietmar Fey , Marc Alexander Schweitzer

Since the C++ bindings were deleted in 2008, the Message Passing Interface (MPI) community has revived efforts in building high-level modern C++ interfaces. Such interfaces are either built to serve specific scientific application needs…

分布式、并行与集群计算 · 计算机科学 2025-10-17 C. Nicole Avans , Alfredo A. Correa , Sayan Ghosh , Matthias Schimek , Joseph Schuchart , Anthony Skjellum , Evan D. Suggs , Tim Niklas Uhl

We describe a new C++ library for multiprecision arithmetic for numbers in the order of 100--500 bits, i.e., representable with just a few limbs. The library is written in "optimizing-compiler-friendly" C++, with an emphasis on the use of…

密码学与安全 · 计算机科学 2018-04-20 Niek J. Bouman

Performance, genericity and flexibility are three valuable qualities for scientific environments that tend to be antagonistic. C++ provides excellent support for both performances and genericity thanks to its support for (class and…

软件工程 · 计算机科学 2016-11-04 Akim Demaille

Message Passing Interface (MPI) has been a well-established technology in the domain of distributed high-performance computing for several decades. However, one of its greatest drawbacks is a rather ancient pure-C interface. It lacks many…

分布式、并行与集群计算 · 计算机科学 2025-10-21 Jiří Klepl , Martin Kruliš , Matyáš Brabec

Upcoming HPC clusters will feature hybrid memories and storage devices per compute node. In this work, we propose to use the MPI one-sided communication model and MPI windows as unique interface for programming memory and storage. We…

分布式、并行与集群计算 · 计算机科学 2018-10-10 Sergio Rivas-Gomez , Roberto Gioiosa , Ivy Bo Peng , Gokcen Kestor , Sai Narasimhamurthy , Erwin Laure , Stefano Markidis

The increasing computational and memory demands of large language models (LLMs) necessitate innovative approaches to optimize resource usage without compromising performance. This paper leverages microscaling floating-point formats, a novel…

神经与进化计算 · 计算机科学 2025-10-03 Marco Cococcioni , Dario Pagani , Federico Rossi

Developing software to effectively take advantage of growth in parallel and distributed processing capacity poses significant challenges. Traditional programming techniques allow a user to assume that execution, message passing, and memory…

分布式、并行与集群计算 · 计算机科学 2021-05-24 Matthew Andres Moreno , Santiago Rodriguez Papa , Charles Ofria

At the allocation and deallocation of small objects with fixed size, the standard allocator of the runtime system has commonly a worse time performance compared to allocators adapted for a special application field. We propose a memory…

编程语言 · 计算机科学 2016-11-09 Christian Schuessler , Roland Gruber
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