ACM Transactions on Parallel Computing
Scope & Guideline
Fostering Collaboration in Computational Science
Introduction
Aims and Scopes
- Parallel Algorithms and Architectures:
The journal emphasizes the development and analysis of parallel algorithms, exploring various architectures including multi-core systems, GPUs, and distributed computing environments. - Performance Optimization Techniques:
Research on performance tuning, optimization strategies, and benchmarking for parallel computing applications is a core area of focus, aiming to enhance efficiency and execution speed. - Graph and Data Analysis:
A significant portion of the journal's content is dedicated to algorithms and methodologies for large-scale graph processing and data analytics, reflecting the growing importance of these fields. - Fault Tolerance and Reliability in Parallel Systems:
The journal addresses issues related to fault tolerance, resilience, and reliability in high-performance computing systems, ensuring that parallel applications can recover from failures. - Energy Efficiency and Sustainability:
Research on energy-efficient computing practices and sustainable approaches in parallel computing is increasingly prominent, highlighting the need to reduce energy consumption in computational processes.
Trending and Emerging
- Machine Learning and AI in Parallel Computing:
There is a growing emphasis on the application of machine learning techniques to optimize parallel computation tasks, as evidenced by recent papers focusing on kernel selection and graph neural networks. - Decentralized and Cloud-Based Computing Solutions:
The trend towards decentralized computing and cloud-based data processing is on the rise, with research exploring adaptive scheduling and task management in cloud environments. - Advanced Graph Algorithms and Their Applications:
The proliferation of advanced algorithms for graph analytics and their applications in various domains is a prominent theme, reflecting the increasing complexity and importance of graph-based data. - Energy-Efficient Parallel Computing:
Research focusing on energy-efficient methodologies, particularly for multi-GPU systems and heterogeneous computing environments, is gaining traction, highlighting the importance of sustainability. - Fault Tolerance Mechanisms in High-Performance Systems:
Emerging strategies for ensuring fault tolerance in parallel computing systems are being prioritized, indicating a proactive approach to enhancing system reliability.
Declining or Waning
- Traditional High-Performance Computing Techniques:
There has been a noticeable decline in papers focusing solely on traditional HPC methods without integration of modern parallel frameworks or architectures, indicating a shift towards more contemporary approaches. - Basic Parallel Programming Models:
Research centered around foundational parallel programming models, such as basic MPI or OpenMP implementations, is less prominent, as newer models and paradigms gain traction. - Static Scheduling Approaches:
Static scheduling methods for parallel task management are becoming less common, as more dynamic and adaptive scheduling strategies are favored in recent research.
Similar Journals
PERFORMANCE EVALUATION
Uncovering Insights in Computer Networks and BeyondPERFORMANCE 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.
CCF Transactions on High Performance Computing
Empowering Researchers with Cutting-Edge HPC InsightsCCF 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 HIGH PERFORMANCE COMPUTING APPLICATIONS
Bridging Theory and Practice in High-Performance ComputingThe 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.
Parallel Processing Letters
Catalyzing Discussions in Parallel Processing Dynamics.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.
DISTRIBUTED COMPUTING
Unraveling Complexities of Distributed ComputingDISTRIBUTED COMPUTING is a prestigious journal published by SPRINGER that has been a significant contributor to the fields of computational theory, computer networks, and hardware architecture since its inception in 1986. With its ISSN 0178-2770 and E-ISSN 1432-0452, this scholarly publication stands out for its rigorous peer-review process and its commitment to advancing knowledge in distributed systems. The journal has consistently ranked in the Q1 category for multiple relevant domains, reflecting its high impact within the academic community. Although not an open-access journal, DISTRIBUTED COMPUTING offers essential insights and research contributions that are invaluable to researchers, professionals, and students alike. Its scope encompasses various aspects of computational theory and mathematics, ensuring a comprehensive approach to the complexities of distributed systems. With an address in New York, USA, and a delivery timeline extending to 2024, this journal is poised to continue influencing the landscape of computer science and beyond.
Theoretical Computer Science
Bridging Theory and Application in Computer ScienceTheoretical Computer Science, published by Elsevier, serves as a pivotal platform in the field of computational theory, exploring the foundational aspects of computer science and mathematical logic since its inception in 1975. With both a print ISSN of 0304-3975 and an E-ISSN of 1879-2294, this journal is esteemed for its rigorous peer-review process and commitment to advancing knowledge in theoretical frameworks and algorithms. Positioned in the Q2 quartile for both Computer Science (miscellaneous) and Theoretical Computer Science categories, it ranks #124 out of 232 in general computer science and #73 out of 130 in theoretical computer science according to Scopus metrics, reflecting its significant influence and reach within the academic community. Researchers and professionals can access this journal through institutional subscriptions, providing a plethora of high-quality articles that contribute to ongoing debates and developments in the discipline. The journal's scope encompasses a wide array of topics, ensuring relevance across various subfields, thus making it an essential resource for anyone dedicated to furthering their understanding of theoretical computer science.
International Journal of Grid and High Performance Computing
Fostering Breakthroughs in Grid and High-Performance TechnologiesThe International Journal of Grid and High Performance Computing, published by IGI Global, is a vital resource in the fields of grid and high-performance computing. With an ISSN of 1938-0259 and an E-ISSN of 1938-0267, this journal has been dedicated to advancing knowledge and innovation since its inception in 2009, and is set to continue publishing groundbreaking research until 2024. Despite its current Q4 categorization in the Computer Networks and Communications field, the journal plays a crucial role in fostering interdisciplinary collaboration and sharing pioneering work that addresses the growing demands of computational performance and network efficiency. Although it does not offer open access, subscribers gain invaluable insights into contemporary issues and developments within this rapidly evolving discipline. The journal aims to attract original research articles, reviews, and case studies, making it an essential platform for researchers, professionals, and students keen on exploring the complexities of grid computing and its applications.
ACM Transactions on Reconfigurable Technology and Systems
Fostering Breakthroughs in Adaptive System DesignACM Transactions on Reconfigurable Technology and Systems is a leading journal in the field of computer science, specifically focusing on the rapidly evolving area of reconfigurable technology. Published by the esteemed Association for Computing Machinery, this journal provides a vital platform for researchers and practitioners to share groundbreaking findings and innovative methodologies that drive advancements in system design, architecture, and implementation. The journal boasts a commendable impact factor and has positioned itself within the top quartile (Q1) of computer science journals as of 2023, with a notable Scopus rank of #64 out of 232 in the General Computer Science category, placing it in the 72nd percentile. As a trusted resource for the latest developments from 2008 to 2024, the journal encourages submissions that challenge conventional approaches and propose novel solutions in reconfigurable technologies. Although it is not open access, it continues to strive for accessibility and dissemination of knowledge that is critical for academics, industry professionals, and students alike.
International Journal of Reconfigurable Computing
Fostering Collaboration in Next-Gen Computing ResearchWelcome 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.
BIT NUMERICAL MATHEMATICS
Exploring the Depths of Computational Methods.BIT Numerical Mathematics, published by Springer, is a prestigious journal in the field of Applied Mathematics and Computational Mathematics, with an ISSN of 0006-3835 and an E-ISSN of 1572-9125. Since its inception in 1961, the journal has become a cornerstone for researchers and practitioners alike, offering high-quality articles that advance the understanding and application of numerical methods in various domains. With its impressive 2023 rankings in the Q1 category for multiple disciplines—including Applied Mathematics, Computational Mathematics, Computer Networks and Communications, and Software—the journal consistently showcases significant contributions to the mathematical community. Although it does not offer Open Access, BIT Numerical Mathematics continues to reach a vast audience through its rigorous peer-reviewed content. As it converges towards 2024, the journal remains committed to publishing cutting-edge research that addresses fundamental challenges in numerical analysis and algorithm development, ensuring its relevance in an ever-evolving scientific landscape.