CCF Transactions on High Performance Computing

Scope & Guideline

Innovating Tomorrow's Computational Solutions Today

Introduction

Welcome to your portal for understanding CCF Transactions on High Performance Computing, featuring guidelines for its aims and scope. Our guidelines cover trending and emerging topics, identifying the forefront of research. Additionally, we track declining topics, offering insights into areas experiencing reduced scholarly attention. Key highlights include highly cited topics and recently published papers, curated within these guidelines to assist you in navigating influential academic dialogues.
LanguageEnglish
ISSN2524-4922
PublisherSPRINGERNATURE
Support Open AccessNo
CountryGermany
TypeJournal
Convergefrom 2019 to 2024
AbbreviationCCF T HIGH PERFORM C / CCF Trans. High Perform. Comput.
Frequency4 issues/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressCAMPUS, 4 CRINAN ST, LONDON N1 9XW, ENGLAND

Aims and Scopes

The CCF Transactions on High Performance Computing focuses on advancing the field of high-performance computing (HPC) through innovative research and practical applications. The journal publishes work that spans a broad range of topics related to HPC, emphasizing methodologies, tools, and frameworks that improve computational efficiency and capability. Below are the main aims and scopes of the journal.
  1. High-Performance Computing Architectures:
    Research on the design and optimization of hardware architectures that enable high-performance computing, including CPU, GPU, and specialized processors.
  2. Programming Models and Software Development:
    Exploration of new programming models, languages, and tools that facilitate the development of software for HPC applications, including parallel and distributed computing paradigms.
  3. Algorithm Development and Optimization:
    Focus on innovative algorithms that enhance computational performance, including numerical methods, machine learning algorithms, and optimization techniques.
  4. Heterogeneous Computing Systems:
    Studies on the integration of various computing resources, such as CPUs, GPUs, FPGAs, and accelerators, to achieve efficient performance in complex computational tasks.
  5. Benchmarking and Performance Evaluation:
    Methodologies for assessing the performance of HPC systems and applications through rigorous benchmarking and analysis.
  6. Applications of HPC in Science and Industry:
    Research that highlights the application of high-performance computing in various domains, including computational science, engineering, and data-intensive applications.
The journal has been increasingly focusing on emerging technologies and methodologies in high-performance computing. Recent publications reflect a trend towards interdisciplinary research and innovative applications. Below are some of the trending and emerging themes.
  1. AI and Machine Learning Integration:
    Recent works show a significant rise in exploring how AI and machine learning can enhance HPC applications, particularly in optimizing performance and resource management.
  2. Heterogeneous and Specialized Architectures:
    There is a growing emphasis on research involving heterogeneous computing systems that combine various processing units, such as CPUs, GPUs, and FPGAs, to maximize performance.
  3. Cloud Computing and Edge Computing:
    A trend towards utilizing cloud resources and edge computing frameworks for HPC applications is evident, focusing on scalability, flexibility, and resource optimization.
  4. Sustainability and Energy Efficiency in HPC:
    Increasing attention is being paid to developing energy-efficient algorithms and architectures, addressing the environmental impact of high-performance computing.
  5. Advanced Benchmarking Techniques:
    Emerging methodologies for benchmarking and performance evaluation, particularly in heterogeneous environments, are gaining traction, highlighting the need for more nuanced performance metrics.

Declining or Waning

While the CCF Transactions on High Performance Computing has consistently published a diverse range of topics, some areas have shown a reduction in focus over recent years. The following themes appear to be declining or waning in prominence.
  1. Traditional Parallel Computing Techniques:
    There has been a noticeable shift away from traditional parallel computing techniques towards more sophisticated methods involving heterogeneous and specialized computing architectures.
  2. Basic Theoretical Studies:
    Research focused solely on theoretical aspects of high-performance computing without practical applications or implementations is becoming less frequent, as the emphasis shifts towards applied and experimental studies.
  3. General-purpose Computing on GPUs:
    While GPU computing remains vital, there is a decrease in publications centered on general-purpose applications, with a growing preference for tailored solutions that leverage specific architectures or frameworks.

Similar Journals

International Journal of Reconfigurable Computing

Exploring the Future of Flexible Computing
Publisher: HINDAWI LTDISSN: 1687-7195Frequency: 1 issue/year

Welcome to the International Journal of Reconfigurable Computing, a leading open-access platform dedicated to the exploration of innovative methodologies and applications in the field of reconfigurable computing. Published by HINDAWI LTD, this journal has been fostering scholarly communication since its inception in 2008. With an ISSN of 1687-7195 and an E-ISSN of 1687-7209, it offers researchers valuable access to the latest advancements and trending research in hardware and architecture, evidenced by its quarterly ranking in the Q4 category for 2023. Researchers, professionals, and students alike will find this journal an invaluable resource for staying updated in a rapidly evolving domain, notwithstanding its current Scopus ranking of 154 out of 177 within its category, reflecting a burgeoning opportunity for growth and engagement in this niche. Submitting their research to the International Journal of Reconfigurable Computing not only connects authors with a global audience but also contributes to the collective advancement of knowledge in this critical area. Explore the vast potential of reconfigurable systems and become part of a community dedicated to pushing the boundaries of computing technology.

JOURNAL OF COMPUTER AND SYSTEM SCIENCES

Unveiling groundbreaking discoveries in computing and systems.
Publisher: ACADEMIC PRESS INC ELSEVIER SCIENCEISSN: 0022-0000Frequency: 8 issues/year

The Journal of Computer and System Sciences is a distinguished publication founded in 1967 and continually striving to push the boundaries of knowledge in computer science and applied mathematics. Published by Academic Press Inc, Elsevier Science, this journal boasts impressive credentials, holding a Q1 quartile ranking across multiple categories including Applied Mathematics, Computational Theory and Mathematics, Computer Networks and Communications, and Theoretical Computer Science as of 2023. With a focus on innovative research and comprehensive theoretical developments, this journal serves as a pivotal forum for authors and readers alike, facilitating cutting-edge contributions to the field. The journal is not currently open access, providing a curated selection of high-quality articles for its subscription residents. By engaging with this journal, researchers, professionals, and students can gain insight into the latest trends, prominent methodologies, and significant findings that shape the modern landscape of computing and systems analysis.

Frontiers of Computer Science

Navigating the Evolving Landscape of Computer Science Research
Publisher: HIGHER EDUCATION PRESSISSN: 2095-2228Frequency: 1 issue/year

Frontiers of Computer Science is a leading peer-reviewed journal dedicated to advancing the field of computer science through the publication of high-quality research articles, reviews, and theoretical discussions. Published by HIGHER EDUCATION PRESS, this journal has gained significant recognition, currently boasting a prestigious impact factor and ranking in the Q1 quartile for both Computer Science (miscellaneous) and Theoretical Computer Science categories in 2023. With a focus on the intersection of computational theory and practical applications, it serves as a vital platform for researchers, professionals, and students alike who are eager to contribute to and stay updated with groundbreaking developments. The journal’s scope encompasses a wide range of topics, reflecting the diverse nature of computer science today. Operating from Beijing, China, it emphasizes Open Access, ensuring that vital research is readily available to the global academic community. With its convergence period spanning from 2013 to 2024, Frontiers of Computer Science remains committed to fostering innovation and scholarly dialogue that drives the future of technology.

INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING

Advancing the Frontiers of Parallel Programming
Publisher: SPRINGER/PLENUM PUBLISHERSISSN: 0885-7458Frequency: 6 issues/year

International Journal of Parallel Programming, published by Springer/Plenum Publishers, is a prestigious peer-reviewed journal that has been at the forefront of research in parallel programming since its inception. With a commitment to advancing methodologies and applications in parallel processing, this journal serves a diverse audience of researchers, professionals, and students in the fields of Information Systems, Software, and Theoretical Computer Science. The journal's impact is evident in its respectable 2023 Scopus rankings, where it holds a position in the 68th percentile for Theoretical Computer Science and a solid standing in related categories. Its publication years span crucial developments in computing, making it an essential resource for anyone interested in parallel programming advancements. Although currently not offering open access, the journal ensures high-quality dissemination of knowledge and innovative research findings through its rigorous editorial standards. International Journal of Parallel Programming continues to be integral for those wishing to explore critical research and developments that influence the dynamic landscape of parallel computing.

INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS

Connecting Scholars to the Future of Computing Applications
Publisher: SAGE PUBLICATIONS LTDISSN: 1094-3420Frequency: 4 issues/year

The INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS, published by SAGE PUBLICATIONS LTD, is a leading academic journal dedicated to the advancement of high-performance computing in various domains, including hardware, software, and theoretical frameworks. With a strong commitment to disseminating innovative research since its inception in 1987, the journal plays a pivotal role in bridging the gap between theoretical advancements and practical applications in computing. Featuring an impressive impact across its categories—ranked Q2 in Hardware and Architecture, Software, and Theoretical Computer Science—this journal appeals to a diverse audience of researchers and professionals seeking to explore the latest developments and applications in high-performance computing. The journal is accessible via various open access options, ensuring that cutting-edge research is available to a wide readership, fostering collaboration and knowledge-sharing within the global computing community. Scholars interested in pushing the boundaries of technology and its applications will find this journal an invaluable resource as it continues to evolve towards its projected convergence years, extending its influence through 2024 and beyond.

COMPUTER PHYSICS COMMUNICATIONS

Navigating the Intersection of Technology and Physics
Publisher: ELSEVIERISSN: 0010-4655Frequency: 12 issues/year

COMPUTER PHYSICS COMMUNICATIONS is a premier journal published by Elsevier, renowned for its contributions to the fields of computer science and physics. With an ISSN of 0010-4655 and an E-ISSN of 1879-2944, this journal has established itself over the decades, beginning its journey in 1969 and running through 2025, fostering innovative research and discussions. Recognized for its high impact, it sits in the Q1 quartile for both Hardware and Architecture as well as for miscellaneous Physics and Astronomy, underscoring its significance in the academic community. The journal's Scopus rankings further reflect its prestige, with a rank of #12 out of 177 in Computer Science and #18 out of 243 in Physics and Astronomy, placing it in the top percentiles of its field. Although it does not currently offer Open Access options, COMPUTER PHYSICS COMMUNICATIONS remains a vital resource for researchers, professionals, and students seeking to advance their knowledge and contribute to the ongoing dialogue in computer physics and its myriad applications.

PARALLEL COMPUTING

Exploring the Depths of Multidisciplinary Computing.
Publisher: ELSEVIERISSN: 0167-8191Frequency: 10 issues/year

PARALLEL COMPUTING is a premier academic journal dedicated to advancing research in the dynamic and rapidly evolving field of parallel and distributed computing. Published by Elsevier, this journal has been at the forefront of technological advancements since its inception in 1984, engaging a global audience and fostering a rich dialogue among researchers and practitioners alike. With an impressive impact factor that reflects its relevance in the academic community, PARALLEL COMPUTING is currently categorized in multiple fields, including Artificial Intelligence (Q3), Computer Graphics and Computer-Aided Design (Q2), and others, highlighting its multidisciplinary scope. As a vital resource, the journal features cutting-edge research articles, reviews, and methodologies that drive innovation across various domains such as hardware architecture, software engineering, and theoretical computer science. Although it does not offer open access, the journal's traditional publication model ensures rigorous peer review and high scholarly standards. Researchers, professionals, and students are encouraged to engage with the latest findings and contribute to the journal's commitment to excellence in parallel computing.

Mathematical Foundations of Computing

Advancing the Boundaries of Computational Mathematics
Publisher: AMER INST MATHEMATICAL SCIENCES-AIMSISSN: Frequency: 4 issues/year

Mathematical Foundations of Computing, published by the American Institute of Mathematical Sciences (AIMS), is a distinguished open-access journal that has been actively disseminating influential research in the fields of Artificial Intelligence, Computational Mathematics, Computational Theory and Mathematics, and Theoretical Computer Science since its inception in 2009. With its E-ISSN 2577-8838, this journal is committed to providing researchers and practitioners with cutting-edge mathematical theories and methodologies that underpin modern computational practices, which is critical for advancing the field. The journal proudly holds a Q3 categorization in several relevant domains as of 2023, reflecting its contribution and accessibility amid an evolving academic landscape. By offering open access to its content, it ensures that vital research is freely available to a global audience, enhancing collaboration and innovation. Positioned in the heart of the United States, Mathematical Foundations of Computing serves as a crucial resource for advancing knowledge and fostering discussions among researchers, professionals, and students passionate about the mathematical underpinnings of computing.

Communications on Applied Mathematics and Computation

Empowering Innovation Through Mathematical Insights
Publisher: SPRINGERNATUREISSN: 2096-6385Frequency: 4 issues/year

Communications on Applied Mathematics and Computation is a distinguished journal published by SpringerNature, dedicated to advancing the fields of Applied Mathematics and Computational Mathematics. With its ISSN 2096-6385 and E-ISSN 2661-8893, the journal has established itself as a critical platform for researchers seeking to disseminate their findings and engage with contemporary mathematical challenges. Recognized in the Q2 quartile of both Applied Mathematics and Computational Mathematics categories for 2023, it ranks impressively within its field, holding the 278th position in a pool of 635 journals for Applied Mathematics and the 89th out of 189 for Computational Mathematics, indicative of its scholarly impact. The journal facilitates open access to a plethora of pioneering research, promoting collaboration and innovation in a global academic community. With a commitment to high-quality publications from 2019 through 2024, Communications on Applied Mathematics and Computation serves as an essential resource for scholars and practitioners aiming to bridge theory and practical applications in mathematics.

ACM Transactions on Parallel Computing

Pioneering Research for Tomorrow's Computing
Publisher: ASSOC COMPUTING MACHINERYISSN: 2329-4949Frequency: 4 issues/year

ACM Transactions on Parallel Computing (ISSN: 2329-4949; E-ISSN: 2329-4957), published by the Association for Computing Machinery, stands as a pivotal journal in the field of computer science, particularly focusing on the advancements in parallel and distributed computing. With its convergence years spanning from 2014 to 2024, this journal serves as a significant platform for disseminating cutting-edge research, methodologies, and technologies that shape the future of computational theory, hardware architectures, and effective software solutions. Although it currently holds a Q3 category ranking in various subfields including Computational Theory and Mathematics, and Modeling and Simulation, it continues to attract researchers aiming to contribute to its growing impact in the field. The journal's commitment to fostering knowledge exchange makes it an essential resource for professionals and students eager to navigate the complexities of parallel computing. As the field evolves, ACM Transactions on Parallel Computing remains a critical reference point for innovative research and professional development in computer science.