Journal Title：Parallel Computing

Parallel Computing is an international journal presenting the practical use of parallel computer systems, including high performance architecture, system software, programming systems and tools, and applications. Within this context the journal covers all aspects of high-end parallel computing from single homogeneous or heterogenous computing nodes to large-scale multi-node systems.

Parallel Computing features original research work and review articles as well as novel or illustrative accounts of application experience with (and techniques for) the use of parallel computers. We also welcome studies reproducing prior publications that either confirm or disprove prior published results.

Particular technical areas of interest include, but are not limited to:

-System software for parallel computer systems including programming languages (new languages as well as compilation techniques), operating systems (including middleware), and resource management (scheduling and load-balancing).

-Enabling software including debuggers, performance tools, and system and numeric libraries.

-General hardware (architecture) concepts, new technologies enabling the realization of such new concepts, and details of commercially available systems

-Software engineering and productivity as it relates to parallel computing

-Applications (including scientific computing, deep learning, machine learning) or tool case studies demonstrating novel ways to achieve parallelism

-Performance measurement results on state-of-the-art systems

-Approaches to effectively utilize large-scale parallel computing including new algorithms or algorithm analysis with demonstrated relevance to real applications using existing or next generation parallel computer architectures.

-Parallel I/O systems both hardware and software

-Networking technology for support of high-speed computing demonstrating the impact of high-speed computation on parallel applications

《并行計算》是一本介紹并行計算機系統實際用途的國際期刊，包括高性能架構、系統軟件、編程系統和工具以及應用程序。在此背景下，該期刊涵蓋了高端并行計算的所有方面，從單個同構或異構計算節點到大規模多節點系統。

《并行計算》以原創研究工作和評論文章為特色，以及使用并行計算機的應用經驗（和技術）的新穎或說明性描述。我們也歡迎重現先前出版物的研究，這些研究可以確認或反駁先前發表的結果。

特別感興趣的技術領域包括但不限于：

-并行計算機系統的系統軟件，包括編程語言（新語言以及編譯技術）、操作系統（包括中間件）和資源管理（調度和負載平衡）。

-支持軟件，包括調試器、性能工具以及系統和數字庫。

-通用硬件（架構）概念、實現此類新概念的新技術以及商用系統的細節

-與并行計算相關的軟件工程和生產力

-應用（包括科學計算、深度學習、機器學習）或工具案例研究，展示實現并行性的新方法

-最先進系統的性能測量結果

-有效利用大規模并行計算的方法，包括新算法或算法分析，并證明其與使用現有或下一代并行計算機架構的實際應用相關。

-并行 I/O 系統（硬件和軟件）

-支持高速計算的網絡技術，展示高速計算對并行應用的影響

Parallel Computing創刊于1984年，由Elsevier出版商出版，收稿方向涵蓋工程技術 - 計算機：理論方法全領域，此期刊水平偏中等偏靠后，在所屬細分領域中專業影響力一般，過審相對較易，如果您文章質量佳，選擇此期刊，發表機率較高。平均審稿速度 12周，或約稿 約22.7周，影響因子指數2，該期刊近期沒有被列入國際期刊預警名單，廣大學者值得一試。