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.

The International Journal of Unconventional Computing, published by OLD CITY PUBLISHING INC, is a pivotal platform for innovative research within the field of Computational Science. With a significant focus on unconventional computing methods, this journal aims to explore new paradigms and approaches that challenge traditional computational models. Launched in 2008 and running through 2024, it has established itself as a noteworthy publication in its domain, currently categorized in the Q3 quartile for Computer Science (miscellaneous). While it holds a Scopus rank of #143 out of 232 in General Computer Science, the journal continues to attract submissions from a diverse range of scholars—fostering a rich dialogue on cutting-edge developments. As an essential resource for researchers, students, and professionals eager to delve into pioneering computing techniques, this journal invites the global academic community to contribute and engage with its content. Access options vary, promoting flexibility for readers interested in exploring unconventional methodologies in computing.

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.

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.

International Journal of Software Science and Computational Intelligence (IJSSCI) is a prominent academic journal published by IGI Global, dedicated to advancing the fields of software science and computational intelligence. With its ISSN 1942-9045 and E-ISSN 1942-9037, IJSSCI offers a platform for researchers, practitioners, and students to disseminate innovative research findings, theoretical advancements, and practical applications in areas such as algorithm development, machine learning, and software engineering. Although the journal currently does not operate under an open access model, its rigorous peer-review process ensures high-quality publications that contribute significantly to the academic discourse. Based in Hershey, PA, IJSSCI is recognized for its commitment to fostering collaboration among professionals in the technology and computer science fields, making it an essential resource for those looking to stay at the forefront of software science advancements.

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.

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.

ACM Transactions on Architecture and Code Optimization, published by the Association for Computing Machinery (ACM), serves as a premier journal in the fields of architecture, hardware, and software optimization. With an ISSN of 1544-3566 and E-ISSN of 1544-3973, this journal provides a platform for innovative research and discussion from 2004 to 2024, reflecting its commitment to the evolving landscape of computer science. Holding a Q2 ranking in key categories such as Hardware and Architecture, Information Systems, and Software, it stands out in its field, catering to a broad audience of researchers, professionals, and students alike. While the journal does not currently offer open access, subscribers can benefit from an array of valuable insights into cutting-edge techniques for optimizing code and architectural designs. Its rigorous peer-review process ensures that only high-quality, impactful research is published, making it an essential resource for those seeking to advance their knowledge and practice in these vital areas of computing.

Proceedings of the ACM on Measurement and Analysis of Computing Systems, published by the Association for Computing Machinery, is a pivotal journal in the realms of Computer Science and Engineering, particularly esteemed for its comprehensive focus within the fields of Computer Networks and Communications, Hardware and Architecture, and Safety, Risk, Reliability and Quality. With an impactful presence since its convergence in 2019—and now spanning from 2021 to 2024—this journal upholds rigorous standards, reflected in its classification as Q1 in Computer Science (miscellaneous) and in key safety-related categories. Researchers and professionals will find the journal's emphasis on measurement and analytical solutions critical for advancing computational efficiency and system reliability in real-world applications. The journal does not currently have open access, maintaining its academic rigor and exclusive content that aims to serve the tech-savvy community dedicated to exploring and addressing the challenges within modern computing systems. With Scopus rankings demonstrating a steady impact in the field, particularly recognised within safety and reliability domains, the Proceedings of the ACM stands as an indispensable resource for those seeking to deepen their expertise and contribute to the evolving landscape of computing research.

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.