INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING

Scope & Guideline

Pioneering Research for the Future of Parallel Programming

Introduction

Welcome to the INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING information hub, where our guidelines provide a wealth of knowledge about the journal’s focus and academic contributions. This page includes an extensive look at the aims and scope of INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, highlighting trending and emerging areas of study. We also examine declining topics to offer insight into academic interest shifts. Our curated list of highly cited topics and recent publications is part of our effort to guide scholars, using these guidelines to stay ahead in their research endeavors.
LanguageEnglish
ISSN0885-7458
PublisherSPRINGER/PLENUM PUBLISHERS
Support Open AccessNo
CountryUnited States
TypeJournal
Convergefrom 1986 to 1992, from 1994 to 2024
AbbreviationINT J PARALLEL PROG / Int. J. Parallel Program.
Frequency6 issues/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
Address233 SPRING ST, NEW YORK, NY 10013

Aims and Scopes

The INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING focuses on the development and application of parallel programming techniques and methodologies across various computing environments. The journal emphasizes both theoretical and practical aspects of parallel programming, targeting a range of systems from high-performance computing (HPC) to edge devices.
  1. Parallel Computing Techniques:
    The journal investigates various parallel computing techniques including task parallelism, data parallelism, and hybrid models, aimed at optimizing performance across diverse architectures.
  2. Heterogeneous Computing:
    A significant focus on heterogeneous computing environments, exploring the integration of diverse computational resources such as CPUs, GPUs, and FPGAs to enhance processing efficiency.
  3. Algorithm Design and Optimization:
    Research related to the design, analysis, and optimization of algorithms tailored for parallel execution, addressing challenges such as load balancing, resource allocation, and scalability.
  4. Performance Evaluation and Modeling:
    Studies that focus on performance evaluation methodologies, benchmarking, and modeling tools that help in assessing the efficiency of parallel systems and applications.
  5. Applications of Parallel Programming:
    The journal covers a wide array of applications for parallel programming, from scientific computing and machine learning to big data processing and real-time systems.
The journal has seen a rise in interest in several emerging themes that reflect contemporary challenges and innovations in parallel programming. These trends indicate a forward-looking approach to research and application in the field.
  1. Machine Learning and AI in Parallel Programming:
    There is a growing trend towards integrating machine learning and AI techniques into parallel programming frameworks, enabling smarter resource management and optimization strategies.
  2. Dynamic and Adaptive Systems:
    Research is increasingly focused on dynamic and adaptive systems that can adjust their execution strategy in real-time, particularly in heterogeneous environments, enhancing application resilience and performance.
  3. Graph Processing and Analysis:
    The importance of graph processing techniques has surged, driven by the need for efficient algorithms capable of handling large-scale graph data in applications such as social networks and bioinformatics.
  4. Edge Computing and IoT Applications:
    Emerging themes include parallel programming for edge computing and Internet of Things (IoT) applications, highlighting the need for efficient processing in resource-constrained environments.
  5. Energy Efficiency and Sustainability:
    There is a notable emphasis on energy-efficient parallel computing solutions, as researchers seek to minimize the environmental impact of high-performance systems while maintaining performance.

Declining or Waning

As the field of parallel programming evolves, certain themes appear to be losing prominence in the recent publications of the journal. These waning scopes indicate a shift in research focus among authors.
  1. Legacy System Support:
    Research focused on legacy systems and their integration with modern parallel programming techniques has decreased, as newer architectures gain traction and older systems become less relevant.
  2. Basic Parallel Programming Models:
    The exploration of fundamental parallel programming models, such as simple message passing or basic shared memory models, is becoming less common, as the community moves towards more complex and hybrid approaches.
  3. Manual Optimization Techniques:
    There is a noticeable decline in papers discussing manual optimization techniques for parallel programming, as automated tools and machine learning-driven optimization methods gain popularity.
  4. Static Analysis for Parallel Programs:
    Research on static analysis techniques specifically for parallel programming appears to be waning, possibly due to the increasing complexity and dynamic nature of contemporary parallel applications.
  5. Single-threaded Performance Enhancements:
    The focus on enhancing performance in single-threaded applications is diminishing, as the emphasis shifts towards leveraging multi-core and distributed computing environments.

Similar Journals

ACM Transactions on Parallel Computing

Driving Progress in Parallel and Distributed Technologies
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.

INFORMS JOURNAL ON COMPUTING

Bridging Theory and Practice in Technology Applications
Publisher: INFORMSISSN: 1091-9856Frequency: 4 issues/year

INFORMS JOURNAL ON COMPUTING, published by INFORMS, stands as a quintessential platform for disseminating cutting-edge research and innovative methodologies in the realms of computing, information systems, and operations research. Since its inception in 1996, this journal has consistently maintained a prestigious Q1 quartile ranking across multiple categories, including Computer Science Applications, Information Systems, and Management Science and Operations Research, reflecting its significant impact and relevance in the academic community. The journal serves as a vital resource for researchers, professionals, and students alike, fostering interdisciplinary dialogue and the advancement of theoretical and practical contributions in computing. With no open access restrictions, it remains accessible to those engaged in the pursuit of knowledge and innovation in a rapidly evolving field. Housed in the United States, the journal continues to thrive, enriching the discourse in technology and its applications until 2024 and beyond.

CCF Transactions on High Performance Computing

Bridging Theory and Practice in Computational Excellence
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.

DISTRIBUTED AND PARALLEL DATABASES

Advancing the Frontiers of Database Innovation
Publisher: SPRINGERISSN: 0926-8782Frequency: 4 issues/year

Distributed and Parallel Databases is a prestigious journal published by Springer, dedicated to advancing the field of database systems and distributed computing. With an ISSN of 0926-8782 and an E-ISSN of 1573-7578, this journal has been a prominent platform for disseminating significant research findings since its inception in 1993. The journal is recognized for its contributions across various dimensions of database technology, notably reflecting in its 2023 Quartile Rankings where it stands at Q3 in Hardware and Architecture and Software, while achieving a commendable Q2 in Information Systems and Management. With Scopus Ranking positioning it within the top half of key categories, the journal plays a crucial role in bridging theoretical and practical aspects of distributed database solutions. Although it does not currently offer open access options, it is widely accessible to institutions, making it an essential resource for researchers, professionals, and students keen on exploring the latest trends and innovations in the realm of distributed and parallel computing.

Frontiers of Computer Science

Pioneering Research for Tomorrow's Technology
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.

Journal of Grid Computing

Illuminating Trends in Computer Networks and Architecture
Publisher: SPRINGERISSN: 1570-7873Frequency: 1 issue/year

The Journal of Grid Computing, published by Springer, stands as a pivotal resource in the dynamic field of computer science, particularly within the realms of Computer Networks and Communications, Hardware and Architecture, Information Systems, and Software. With an impressive Q1 ranking across these categories in 2023, the journal exemplifies excellence and rigor, catering to a diverse readership from researchers to industry professionals. Established in 2003, this esteemed journal is anchored in the Netherlands and releases cutting-edge research that reflects trends and advancements in grid computing technologies. Researchers can gain insights through its vast contributions, while institutions benefit from its prestigious standing within the SCOPUS framework, boasting high percentile ranks in multiple computer science categories. Though not open access, the journal provides unparalleled access options for institutional subscribers, solidifying its importance as a gateway to innovative discoveries in high-performance distributed computing.

Cluster Computing-The Journal of Networks Software Tools and Applications

Unleashing Potential in Networked Software Innovations
Publisher: SPRINGERISSN: 1386-7857Frequency: 4 issues/year

Cluster Computing - The Journal of Networks Software Tools and Applications, published by Springer, is a premier academic journal catering to the vibrant fields of computer networks and software technologies. With an impressive impact factor and recognized as a Q1 journal in both Computer Networks and Communications and Software categories for 2023, it ranks within the top echelons of its field, boasting a Scopus rank of #50 out of 395 and #59 out of 407 respectively, highlighting its influence and reach. The journal, which has been in continuous publication since 2005, serves as a vital platform for groundbreaking research, offering insightful articles and tools that drive innovation in network computing. Researchers, professionals, and students are invited to contribute to and benefit from the dynamic discourse presented in this journal, which is pivotal for advancing knowledge and enhancing practical applications in a rapidly evolving technological landscape.

CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

Bridging Theory and Practice in Computer Science
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.

International Journal of Web and Grid Services

Unveiling the future of distributed computing.
Publisher: INDERSCIENCE ENTERPRISES LTDISSN: 1741-1106Frequency: 4 issues/year

International Journal of Web and Grid Services, published by INDERSCIENCE ENTERPRISES LTD, is a distinguished platform for innovative research in the realms of Web Services, Grid Computing, and Distributed Systems. Established in 2005, the journal has consistently provided a forum for groundbreaking studies, catering to the evolving needs of academia and industry professionals alike. As of 2023, it is positioned in the Q3 quartile in both Computer Networks and Communications and Software, showcasing a notable impact within the field. Researchers will find this journal instrumental in disseminating knowledge, driving advancements, and fostering collaboration in the rapidly changing technological landscape. Although it currently does not offer open access options, its commitment to high-quality peer-reviewed content ensures that it remains a vital resource for those seeking to stay at the forefront of web and grid services research. With an audience comprising both seasoned scholars and emerging professionals, the International Journal of Web and Grid Services continues to be pivotal in shaping ongoing discourse and innovation.

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.