ACM Transactions on Modeling and Performance Evaluation of Computing Systems
Scope & Guideline
Bridging Theory and Practice in Computing Systems.
Introduction
Aims and Scopes
- Modeling Techniques for Computing Systems:
The journal emphasizes various modeling techniques, including queuing theory, stochastic processes, and agent-based modeling, to analyze and predict the behavior of computing systems under different workloads and configurations. - Performance Evaluation Metrics:
Research published in the journal often explores new metrics and methodologies for assessing system performance, reliability, and efficiency, including metrics related to throughput, latency, and resource utilization. - Optimization Strategies:
A significant focus is placed on optimization strategies for computing systems, including load balancing, resource allocation, and scheduling algorithms, aimed at improving overall system performance. - Emerging Technologies and Applications:
The journal encompasses research on emerging technologies such as cloud computing, edge computing, and machine learning, investigating their impact on system performance and offering novel performance evaluation techniques. - Interdisciplinary Approaches:
There is a consistent emphasis on interdisciplinary methodologies that integrate concepts from computer science, operations research, and engineering to address complex performance evaluation challenges.
Trending and Emerging
- Machine Learning for Performance Optimization:
There is a significant increase in research that applies machine learning techniques to optimize performance in various computing systems, indicating a trend toward leveraging AI for system improvement. - Cloud and Edge Computing Performance:
The exploration of performance evaluation in cloud and edge computing environments has surged, reflecting the growing importance of these paradigms in modern computing architectures. - Energy Efficiency and Sustainability:
Research focusing on energy-efficient computing and sustainability practices has become more prominent, highlighting the industry's shift towards environmentally conscious computing solutions. - Real-time and Adaptive Systems:
An emerging theme is the study of real-time and adaptive systems that can respond dynamically to changing workloads and environmental conditions, which is critical for modern applications. - Cyber-physical Systems and IoT:
The integration of performance evaluation methodologies in cyber-physical systems and the Internet of Things (IoT) is gaining traction, emphasizing the need for robust evaluation frameworks in these interconnected environments.
Declining or Waning
- Traditional Queuing Theory:
Research specifically focused on classical queuing models has decreased, indicating a shift toward more complex and realistic modeling approaches that incorporate modern computing challenges. - Static Performance Models:
There is a noticeable reduction in the publication of static performance models, suggesting a transition towards dynamic and adaptive modeling techniques that reflect real-time system behaviors. - Basic Resource Allocation Strategies:
Basic resource allocation strategies appear to be waning, with researchers preferring to explore more intricate and context-aware approaches that align with contemporary computing environments. - Isolated System Evaluations:
The focus on evaluating isolated systems without considering interactions in networked and distributed environments has diminished, reflecting the need for more holistic approaches to performance evaluation.
Similar Journals
JOURNAL OF SYSTEMS ARCHITECTURE
Advancing Knowledge in Systems DesignJOURNAL 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.
International Journal of Modeling Simulation and Scientific Computing
Innovating Methodologies for Tomorrow's Scientific ChallengesThe International Journal of Modeling Simulation and Scientific Computing, published by WORLD SCIENTIFIC PUBL CO PTE LTD, is a pivotal resource in the realms of Computer Science Applications and Modeling and Simulation. With an ISSN of 1793-9623 and an E-ISSN of 1793-9615, this journal serves as a platform for innovative and high-quality research from 2010 to 2024, contributing to the advancement of methodologies and applications in various scientific fields. Although currently categorized in the Q4 quartile for both recognized domains and positioned in the 42nd and 36th percentiles in the Scopus rankings for Mathematics and Computer Science respectively, the journal encourages scholarly exchange and fosters the integration of modeling and computational analysis in scientific research. Researchers, professionals, and students alike will find this journal an essential tool to stay updated with trends, methodologies, and cutting-edge findings in simulation and computational techniques that drive scientific inquiry today.
Computer Networks
Advancing the Future of Networking ResearchComputer Networks, a prestigious journal published by Elsevier, stands at the forefront of the field of computer networking and communications. Established in 1978, this journal has consistently provided a robust platform for the dissemination of high-quality research, currently holding a Q1 ranking in its category as of 2023, specifically within the Computer Science - Computer Networks and Communications sector, placing it in the top 10% of journals in its field (ranked #38 out of 395). With a focus on innovative networking technologies and fundamental theories, Computer Networks showcases original research articles, comprehensive reviews, and significant advancements that drive the academic community and industry practices forward. Although it follows a non-open access model, it remains widely accessible through various academic databases, ensuring that professionals, researchers, and students can engage with its valuable content. The journal's commitment to excellence contributes to its high impact factor, solidifying its role as an essential resource for those aiming to stay at the cutting edge of networking research.
INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS
Fostering Global Collaboration in Advanced Computing ResearchThe 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.
Proceedings of the ACM on Measurement and Analysis of Computing Systems
Exploring the Nexus of Measurement and System ReliabilityProceedings 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.
PARALLEL COMPUTING
Exploring the Depths of Multidisciplinary Computing.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.
Journal of Computer Networks and Communications
Elevating Standards in Networking ResearchThe Journal of Computer Networks and Communications is a premier open-access journal published by HINDAWI LTD, dedicated to advancing the field of computer networks and communications. With an ISSN of 2090-7141 and an E-ISSN of 2090-715X, this journal has been accessible to researchers since its inception in 2011, promoting widespread dissemination of knowledge in this rapidly evolving discipline. Based in Egypt, the journal's editorial standards are upheld through a rigorous peer-review process, contributing to its strong academic reputation. As of 2023, it holds a commendable Q2 ranking in Computer Networks and Communications and a Q3 ranking in Information Systems within its category quartiles. According to Scopus rankings, it occupies the 141st and 143rd positions in its respective fields, showcasing its relevance and influence in the academic community. The journal's mission is to publish high-quality research that addresses contemporary challenges in networking technologies and systems, making it an essential resource for researchers, professionals, and students seeking to innovate and excel in these fields.
International Journal of Grid and High Performance Computing
Advancing the Frontiers of Computational ExcellenceThe 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.
INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING
Unleashing the Power of Parallel ProcessingInternational 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.
International Journal of Grid and Utility Computing
Pioneering Innovations in Grid and Utility ComputingInternational Journal of Grid and Utility Computing is a pioneering publication dedicated to advancing research in the domains of grid computing, utility computing, and their applications across various sectors. Initiated in 2005 and continuing through 2024, the journal is published by INDERSCIENCE ENTERPRISES LTD, a respected publisher known for its commitment to facilitating scholarly communication. With an ISSN of 1741-847X and an E-ISSN of 1741-8488, this journal, based in the United Kingdom, serves a global audience of researchers, professionals, and students. Although classified in the Q4 category across Applied Mathematics, Computer Science Applications, and Management Information Systems, the journal aims to bridge theoretical research with practical implementation, fostering interdisciplinary collaborations. Researchers looking for a platform to disseminate their work on grid technology and its utility in modern computing environments will find this journal an invaluable resource. The focus on innovative computing methodologies places it at the forefront of emerging trends and technology applications, despite the need for increased visibility in competitive metrics like Scopus rankings.