INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS

Scope & Guideline

Exploring Cutting-Edge Developments in Computing

Introduction

Immerse yourself in the scholarly insights of INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS with our comprehensive guidelines detailing its aims and scope. This page is your resource for understanding the journal's thematic priorities. Stay abreast of trending topics currently drawing significant attention and explore declining topics for a full picture of evolving interests. Our selection of highly cited topics and recent high-impact papers is curated within these guidelines to enhance your research impact.
LanguageEnglish
ISSN1094-3420
PublisherSAGE PUBLICATIONS LTD
Support Open AccessNo
CountryUnited States
TypeJournal
Convergefrom 1987 to 2024
AbbreviationINT J HIGH PERFORM C / Int. J. High Perform. Comput. Appl.
Frequency4 issues/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
Address1 OLIVERS YARD, 55 CITY ROAD, LONDON EC1Y 1SP, ENGLAND

Aims and Scopes

The INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS focuses on advancing the field of high-performance computing (HPC) through innovative applications, methodologies, and performance optimizations. Its core research areas encompass diverse computational techniques and frameworks aimed at enhancing computational efficiency and effectiveness across various scientific domains.
  1. High-Performance Algorithms and Libraries:
    Research on the development and optimization of algorithms and libraries that enhance computational performance, including linear algebra, iterative solvers, and specialized libraries for GPUs and CPUs.
  2. Exascale Computing Solutions:
    Focus on methodologies and tools that facilitate exascale computing, addressing challenges such as performance scalability, resource management, and application portability.
  3. Parallel Computing Techniques:
    Exploration of parallel computing paradigms, including MPI, OpenMP, and hybrid programming models that leverage multi-core and many-core architectures for improved performance.
  4. Data-Driven Performance Optimization:
    Utilization of machine learning and data analysis techniques to optimize performance in high-performance computing environments, including workload characterization and scheduling.
  5. Scientific Application Development:
    Development of computational frameworks and methodologies for specific scientific applications, such as climate modeling, fluid dynamics, and molecular dynamics, emphasizing performance and accuracy.
  6. Interdisciplinary Approaches:
    Integration of HPC with other fields such as AI, data science, and materials science to address complex computational problems and enhance the capability of scientific simulations.
Recent publications in the INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS highlight several emerging themes that are gaining traction and relevance in high-performance computing research.
  1. Exascale Computing Challenges:
    An increasing number of studies are addressing the unique challenges posed by exascale computing, including resource management, performance optimization, and application scalability, reflecting the community's focus on future computing architectures.
  2. Machine Learning and AI Integration:
    The integration of machine learning and artificial intelligence into HPC applications is a growing trend, with research exploring how these technologies can enhance performance, automate workflows, and improve decision-making processes.
  3. Heterogeneous Computing Environments:
    A significant emphasis on heterogeneous computing, combining CPUs, GPUs, and specialized hardware, is evident, as researchers seek to optimize performance across diverse architectures.
  4. Advanced Visualization Techniques:
    Emerging studies focus on advanced visualization techniques for large-scale data generated by HPC applications, enhancing the ability to interpret complex results effectively.
  5. Sustainable and Energy-Efficient Computing:
    Research is increasingly directed towards sustainability and energy efficiency in HPC, exploring methods to reduce the carbon footprint and improve the energy performance of high-performance computing systems.

Declining or Waning

Over the years, certain themes within the INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS have shown a decline in prominence, indicating a shift in research focus and priorities within the field.
  1. Traditional CPU-based Computation:
    There has been a noticeable decrease in research focused solely on traditional CPU-based computing methods, as the shift towards GPU and heterogeneous computing becomes more pronounced.
  2. Basic Numerical Methods:
    Research centered on fundamental numerical methods without significant enhancements or optimizations is becoming less common, as the community increasingly emphasizes advanced, application-specific solutions.
  3. Legacy Software Systems:
    The study of legacy software systems and their optimization has waned, with a greater emphasis now placed on developing new architectures and programming models tailored for modern HPC environments.
  4. Non-Exascale Applications:
    Investigations into non-exascale applications are less frequently published, reflecting a trend towards tackling the challenges presented by exascale computing and its associated complexities.
  5. Generalized Performance Metrics:
    Research that focuses on generalized performance metrics without context-specific applications is declining, as more studies emphasize targeted performance improvements for specific applications or architectures.

Similar Journals

Communications on Applied Mathematics and Computation

Bridging Theory and Practice in Mathematical Research
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.

PERFORMANCE EVALUATION

Exploring Innovations in Evaluation Methodologies
Publisher: ELSEVIERISSN: 0166-5316Frequency: 12 issues/year

PERFORMANCE EVALUATION, published by ELSEVIER, is a prestigious journal that serves as a critical resource for researchers and professionals in the fields of Computer Networks and Communications, Hardware and Architecture, Modeling and Simulation, and Software. With its ISSN 0166-5316 and E-ISSN 1872-745X, this journal is recognized for its contribution to the advancement of performance assessment methodologies and empirical research. Holding a Q3 quartile ranking across multiple categories in 2023, PERFORMANCE EVALUATION is positioned as a valuable platform for disseminating high-quality studies that explore complex performance issues and innovative solutions. Operating from its base in the Netherlands, this journal emphasizes rigorous peer-review standards and enhances its relevance within the academic community by addressing crucial challenges and trends in technology. Stakeholders can access the wealth of knowledge published from 1981 through 2024 by exploring this journal, making it an essential tool for practitioners and scholars aiming to stay at the forefront of computer science research.

JOURNAL OF SYSTEMS ARCHITECTURE

Exploring Cutting-edge Research in Architecture
Publisher: ELSEVIERISSN: 1383-7621Frequency: 12 issues/year

JOURNAL OF SYSTEMS ARCHITECTURE is a prestigious academic journal published by ELSEVIER, based in the Netherlands, that has established itself as a leading platform for research in the fields of Hardware and Architecture and Software. With an impressive impact factor and ranked in the Q1 category for both computer science sectors, this journal is recognized for its high-quality contributions, evidenced by its Scopus ranking of #32 in Hardware and Architecture and #74 in Software, placing it in the top percentiles of its field. The journal spans a wide range of topics central to systems architecture, focusing on innovative research that advances the understanding of computer systems and promotes future developments. Researchers, professionals, and students alike will find invaluable insights and emerging trends that address the challenges and opportunities within the rapidly evolving field of systems design and architecture. Spanning from 1996 to 2024, the JOURNAL OF SYSTEMS ARCHITECTURE continues to be a vital resource for those seeking to stay at the forefront of technology and research.

Scalable Computing-Practice and Experience

Cultivating Knowledge in Scalable Technologies
Publisher: UNIV VEST TIMISOARA, WEST UNIV TIMISOARAISSN: 1895-1767Frequency: 4 issues/year

Scalable Computing - Practice and Experience, published by UNIV VEST TIMISOARA, stands as a significant platform for research and discourse in the realm of computer science, particularly focusing on practical applications and scalability in computing systems. Established in 2005, it aims to bridge the gap between theoretical advancements and real-world implementations, catering to a diverse readership that includes researchers, professionals, and students who are keen on exploring innovative computing practices. With an H-index reflective of its contribution and a Category Quartile of Q3 in Computer Science (miscellaneous), the journal offers a rich repository of knowledge, albeit currently not open access, from its base in Timisoara, Romania. The journal is included in Scopus rankings, underscoring its relevancy with a current rank of #144 out of 232 in the General Computer Science category, placing it in the 38th percentile. It invites contributions that expand the horizons of scalable computing methodologies and experiences, making it a vital resource for those engaged in this rapidly evolving field.

CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

Fostering Collaboration in Computational Excellence
Publisher: WILEYISSN: 1532-0626Frequency: 28 issues/year

CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, published by Wiley in the United Kingdom, serves as a pivotal platform for advancing research and innovation in the fields of computational theory, computer networks, and practical applications of computer science. With an impressive impact factor and recognition in the Q2 category for disciplines such as Computational Theory and Mathematics, this journal attracts a diverse range of scholarly articles that address the current challenges and developments in these areas. It boasts a comprehensive viewership with options for Open Access, enabling wide dissemination of knowledge. Indexed by Scopus with notable rankings in multiple categories, including a remarkable position in Computational Theory and Mathematics (Rank #41/176), the journal not only elevates academic discourse but also fosters collaboration among researchers, professionals, and students alike. As it progresses toward its 2024 milestone, CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE remains dedicated to publishing high-quality research that prepares its readership for the evolving technological landscape.

SOFTWARE-PRACTICE & EXPERIENCE

Bridging academic rigor and practical experience in software development.
Publisher: WILEYISSN: 0038-0644Frequency: 12 issues/year

SOFTWARE-PRACTICE & EXPERIENCE, published by Wiley, is a prestigious journal that has significantly contributed to the field of software engineering since its inception in 1971. With a Q2 ranking in Software according to the 2023 category quartiles, it stands among the top tier of journals, positioned in the 79th percentile within Scopus’s Computer Science _ Software category. The journal focuses on disseminating high-quality research that reflects both academic rigour and practical application in software-related practices, ensuring that it remains relevant for researchers, professionals, and students alike. Although it does not currently offer Open Access options, it continues to provide invaluable insights and thorough explorations of contemporary issues in software development, methodology, and experience. As it converges toward 2024, SOFTWARE-PRACTICE & EXPERIENCE aims to foster a greater understanding of effective software practices in a rapidly evolving technological landscape.

International Journal of Computational Science and Engineering

Exploring Innovative Solutions for a Digital Future
Publisher: INDERSCIENCE ENTERPRISES LTDISSN: 1742-7185Frequency: 8 issues/year

The International Journal of Computational Science and Engineering, published by InderScience Enterprises Ltd, is a premier platform dedicated to the interdisciplinary field of computational science and engineering. With an ISSN of 1742-7185 and an E-ISSN of 1742-7193, the journal has been serving the academic community since its establishment in 2005 and will continue to do so until 2024. Notably categorized in the Q3 quartile for various domains, including Computational Mathematics, Software, and Hardware and Architecture, it holds respectable rankings in Scopus, evidencing its importance in advancing research and practice. While the journal is not open-access, it offers subscription options that ensure wide dissemination among researchers, professionals, and students. The journal aims to publish high-quality original research articles, survey papers, and case studies that contribute to the theoretical and practical aspects of computational techniques and methodologies. In a rapidly evolving digital landscape, this journal is a valuable resource for those seeking to push the boundaries of knowledge in computational science.

COMPUTING IN SCIENCE & ENGINEERING

Bridging Theory and Application in Computing.
Publisher: IEEE COMPUTER SOCISSN: 1521-9615Frequency: 6 issues/year

COMPUTING IN SCIENCE & ENGINEERING, published by the IEEE Computer Society, is a leading journal dedicated to bridging the gap between computing principles and practical applications in the realms of science and engineering. With an impact factor that reflects its strong reputation, this journal is essential for researchers, professionals, and students seeking to explore the latest developments as well as interdisciplinary collaborations in computing. Since its inception in 1999, the journal has undergone many transformations to remain at the forefront of innovation, with a converged publication range extending through 2024. It is categorized in the Q2 quartiles for both Computer Science and Engineering, demonstrating its significance in these fields, as evidenced by its Scopus rankings, placing it in the top 30% of general engineering and computer science journals. As part of the open-access movement, readers are encouraged to engage with cutting-edge research, fostering a deeper understanding and application of computing in various scientific disciplines. Discover the latest findings and contribute to advancing knowledge in this dynamic and critical area of study.

CCF Transactions on High Performance Computing

Innovating Tomorrow's Computational Solutions Today
Publisher: SPRINGERNATUREISSN: 2524-4922Frequency: 4 issues/year

CCF Transactions on High Performance Computing, published by SPRINGERNATURE, is an esteemed academic journal dedicated to advancing research in the field of high-performance computing. With an ISSN of 2524-4922 and E-ISSN of 2524-4930, this journal provides a platform for disseminating innovative findings, methodologies, and technologies that shape computational practices within various domains. Operating from Germany, it serves a global audience, reinforcing its impact through an impressive categorization in the Q3 quartile across multiple fields, including Computer Science Applications and Information Systems. The journal, which covers research from 2019 to 2024, plays a crucial role in bridging gaps between theory and practical implementation in hardware architecture and software systems. Although it is not an open-access journal, its contributions are invaluable for researchers, professionals, and students invested in the continuous evolution of high-performance computing. With Scopus rankings that highlight its relevance and influence in the academic community, CCF Transactions on High Performance Computing remains a key resource for the latest developments in this dynamic and rapidly evolving discipline.

INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING

Elevating Knowledge in Theoretical Computer Science
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.