INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING
Scope & Guideline
Advancing the Frontiers of Parallel Programming
Introduction
Aims and Scopes
- 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. - 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. - 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. - 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. - 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.
Trending and Emerging
- 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. - 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. - 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. - 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. - 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
- 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. - 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. - 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. - 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. - 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
Computer Science and Information Systems
Bridging Theory and Practice in Information SystemsComputer Science and Information Systems, an esteemed journal published by the COMSIS CONSORTIUM, serves as a vital platform for researchers and practitioners within the field of computer science and information systems. With an ISSN of 1820-0214, this open access journal has been disseminating high-quality research since 2004, making scholarly content readily accessible to a global audience. Based in Novi Sad, Serbia, the journal has established itself as a point of reference in the academic community, achieving a Q3 ranking in the Computer Science (miscellaneous) category as of 2023. With its coverage spanning from 2008 to 2024, it caters to a diverse range of topics, including software engineering, data processing, and system architecture. Although the HIndex is currently not available, the journal holds a respectable 43rd percentile ranking in the Scopus database for general computer science, showcasing its relevance in the field. By offering an open access model, it ensures that groundbreaking research can be freely accessed and utilized, fostering innovation and collaboration across disciplines.
ACM Transactions on Modeling and Performance Evaluation of Computing Systems
Advancing the Science of Computing System Performance.ACM Transactions on Modeling and Performance Evaluation of Computing Systems, published by the Association for Computing Machinery, is a leading journal dedicated to the exploration of innovative modeling techniques and performance evaluation methodologies applicable across various computing systems. With an ISSN of 2376-3639 and an E-ISSN of 2376-3647, this esteemed journal serves as a vital resource for researchers, professionals, and students within the computer science community, particularly in the categories of Computer Networks and Communications, Hardware and Architecture, and Software Engineering. Its impressive impact factor, marked by a categorization in the prestigious Q2 and Q3 quartiles across several fields, demonstrates its significant contribution to advancing knowledge in performance evaluation and modeling. Though currently not open access, the journal provides invaluable insights that enhance understanding of safety, risk, reliability, quality, and other critical aspects of computing systems. By bridging theoretical foundations with practical applications, ACM Transactions is essential for those seeking to push the boundaries of computing systems performance and reliability, making it an indispensable addition to any researcher’s or practitioner’s academic toolkit.
Parallel Processing Letters
Advancing the Frontiers of Parallel Processing.Parallel Processing Letters is a notable academic journal published by World Scientific Publishing Co Pte Ltd, focusing on the dynamic fields of Computer Science, particularly in Hardware and Architecture, Software, and Theoretical Computer Science. Established in 1994, this journal provides a platform for the dissemination of cutting-edge research and developments in parallel processing and computational technologies. Despite its current Q4 ranking in multiple categories, Parallel Processing Letters plays an important role in fostering scholarly discussion and innovation within the computing community. With the ISSN 0129-6264 and E-ISSN 1793-642X, the journal is dedicated to maintaining rigorous academic standards while encouraging collaborative research conducive to the advancement of parallel processing systems. It serves as a valuable resource for researchers, professionals, and students seeking to deepen their understanding and gain insights into this rapidly evolving domain.
PERFORMANCE EVALUATION
Exploring Innovations in Evaluation MethodologiesPERFORMANCE 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.
Service Oriented Computing and Applications
Pioneering Insights in Service ComputingService Oriented Computing and Applications is an esteemed journal published by SPRINGERNATURE, focusing on the rapidly evolving domains of service-oriented computing and its myriad applications. With an ISSN of 1863-2386 and an E-ISSN of 1863-2394, this journal has an impressive track record since its inception in 2007, converging with significant contributions from researchers and professionals through 2024. This journal stands out in the academic landscape, evidenced by its categorization in Q2 across multiple fields, including Hardware and Architecture, Information Systems, Management Information Systems, and Software, as per the latest 2023 metrics. Although it does not currently offer Open Access options, its relevance in Computer Science, Business Management, and integrated technology makes it a valuable resource for scholars and practitioners alike, aiming to explore the intersection of computing technologies and their application in real-world scenarios. The journal's rankings in Scopus provide further testament to its impact and importance, making it a key publication for anyone looking to stay at the forefront of advancements in service-oriented computing.
JOURNAL OF COMPUTER AND SYSTEM SCIENCES
Championing cutting-edge research in computational theory.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.
CCF Transactions on High Performance Computing
Transforming Computational Practices through Rigorous ResearchCCF 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.
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
Fostering Collaboration in the World of Distributed ComputingJournal of Parallel and Distributed Computing, published by Academic Press Inc. Elsevier Science, is a premier international journal that has been advancing the field of computer science since its inception in 1984. Renowned for its rigorous peer-review process and high-impact research, it holds an impressive impact factor and is categorized in the top quartiles (Q1 and Q2) across multiple domains, including Computer Networks and Communications, Hardware and Architecture, Software, Theoretical Computer Science, and Artificial Intelligence. The journal is dedicated to publishing cutting-edge research that explores the latest developments in parallel and distributed computing, fostering innovation and collaboration among researchers, professionals, and students alike. With a comprehensive scope that spans theoretical foundations, practical applications, and advanced technologies, it serves as an essential resource for anyone invested in these dynamic fields. As a testament to its influence, the journal ranks in the top tiers of Scopus citations, solidifying its reputation as a thought leader in computing research.
ACM TRANSACTIONS ON COMPUTER SYSTEMS
Exploring the Dynamics of Computer System Design and PerformanceACM Transactions on Computer Systems (ISSN: 0734-2071, E-ISSN: 1557-7333), published by the Association for Computing Machinery, stands as a leading journal in the field of computer science, particularly known for its focus on the design and performance of computer systems. Since its inception in 1983, the journal has fostered significant advancements in areas such as operating systems, networking, and distributed systems, making invaluable contributions to both academia and industry. Consistently ranked in the second quartile (Q2) of computer science journals, it holds a commendable position at #81 out of 232 in the Scopus rankings, reflecting its robust impact and relevance, with a percentile of 65th among general computer science publications. Although the journal does not currently offer open access options, its high-quality peer-reviewed content remains essential reading for researchers and professionals keen on deepening their understanding of computer systems and their evolution until 2024 and beyond. Engaging with this journal not only keeps one informed of the latest trends but also serves as an excellent platform for scholarly communication and collaboration.
Frontiers of Computer Science
Advancing the Boundaries of Computational InnovationFrontiers 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.