Scalable Computing-Practice and Experience
Scope & Guideline
Connecting Researchers and Practitioners in Computing
Introduction
Aims and Scopes
- Scalable Computing Techniques:
The journal explores methodologies for enhancing computational scalability, particularly in distributed systems, cloud computing, and big data analytics. - Integration of AI and Machine Learning:
A significant focus is on applying artificial intelligence and machine learning algorithms to optimize processes in various fields, including healthcare, agriculture, and logistics. - IoT Applications:
The research includes applications of the Internet of Things (IoT) in smart cities, environmental monitoring, and industrial automation, highlighting the importance of data-driven decision-making. - Interdisciplinary Approaches:
The journal encourages interdisciplinary studies that combine technology with domains like education, healthcare, and sports to improve outcomes and efficiencies. - Performance Optimization:
Research on performance enhancements in computing environments, including algorithm efficiency, resource management, and system architecture improvements.
Trending and Emerging
- Deep Learning Applications:
There is a significant rise in research focusing on deep learning applications across various domains, including healthcare diagnostics, environmental monitoring, and automated systems. - Blockchain Integration:
The integration of blockchain technology for data security, transparency, and traceability in various applications, particularly in supply chain and healthcare, is gaining traction. - Sustainable Computing Solutions:
Emerging research on sustainable and green computing practices reflects a growing concern for environmental impact, with a focus on energy-efficient algorithms and smart resource management. - Smart City Technologies:
Increased focus on smart city technologies, including IoT implementations and data-driven urban planning, highlights the relevance of scalable computing in addressing urban challenges. - Federated Learning and Privacy Preservation:
The trend towards privacy-preserving machine learning techniques, such as federated learning, is emerging as a critical area of study, especially in sensitive data environments like healthcare.
Declining or Waning
- Traditional Computing Models:
There has been a noticeable decrease in papers focusing solely on traditional computing models, as the field moves towards more integrated and scalable solutions involving AI and IoT. - Basic Algorithm Studies:
Research that solely focuses on the theoretical aspects of algorithms without practical application in real-world scenarios is becoming less frequent, as the emphasis shifts to applied research. - Standalone Data Analysis Techniques:
Papers that present isolated data analysis techniques without integration into broader systems or frameworks are declining, reflecting a trend towards comprehensive, system-based approaches. - Hardware-Specific Innovations:
Innovations that are limited to specific hardware improvements are waning, with more emphasis being placed on software solutions and cloud-based architectures. - Legacy Systems Integration:
Research on integrating legacy systems with new technologies has decreased as organizations increasingly prioritize complete system overhauls or cloud migrations.
Similar Journals
International Journal of Networked and Distributed Computing
Driving Insights in Computer Networks and BeyondWelcome to the International Journal of Networked and Distributed Computing, published by SpringerNature, a premier outlet for cutting-edge research in the realms of computer networks and distributed computing systems. Established as an Open Access journal since 2013 and based in the Netherlands, this publication strives to disseminate high-quality, peer-reviewed studies that address the complexities of contemporary computing challenges. With an impact factor that reflects its growing influence—positioned in the Q3 category for both Computer Networks and Communications and Computer Science Applications—this journal serves as a pivotal resource for scholars and practitioners aiming to advance knowledge and innovation in this rapidly evolving field. The journal encompasses diverse topics, from network protocols to distributed algorithms, ensuring that researchers, professionals, and students can find relevant insights and methodologies to inform their work. Join us in exploring the depths of networked and distributed computing, contributing to a collaborative academic environment that shapes the future of technology.
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY
Advancing the Frontiers of Computer Science and TechnologyJOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, published by Springer Singapore Pte Ltd, is a pivotal platform in the rapidly evolving realms of computer science and technology. With an ISSN of 1000-9000 and an E-ISSN of 1860-4749, this journal encompasses a diverse array of topics including computational theory, hardware and architecture, software engineering, and applications of computer science. Spanning over three decades from 1986 to 2024, it boasts an impressive standing within academic circles, ranking in the Q2 quartile across several key categories and achieving notable placement in Scopus metrics. Although this journal operates under a subscription-based model, it remains a crucial resource for researchers, professionals, and students seeking to advance their knowledge and contribute to discussions in computer science. The JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY is committed to fostering innovation and scholarly communication in the field, encouraging submissions that contribute substantive advancements in theory and application.
International Journal of Innovative Computing Information and Control
Advancing the frontiers of computational innovation.International Journal of Innovative Computing Information and Control, published by ICIC INT, is a prominent platform dedicated to advancing the fields of computational theory, information systems, software engineering, and theoretical computer science. Since its inception in 2007, the journal has garnered attention for its rigorous peer-reviewed research and has established itself within the academic community, attaining a notable Q3 quartile ranking across its categories as of 2023. With an impressive track record of convergence from 2007 to 2024, this journal offers a wealth of insights and innovations for researchers and professionals striving to push the boundaries of technology and computing. While it operates under a subscription model, the journal's commitment to enhancing knowledge in the ever-evolving landscape of computational sciences makes it an essential resource for academics, providing timely articles that address contemporary challenges in the field.
Internet of Things
Connecting Ideas, Transforming TechnologiesInternet of Things is a cutting-edge academic journal dedicated to the rapidly evolving field of interconnected devices and systems, published by Elsevier. Established in 2018, this journal has quickly ascended to prominence, achieving Q1 rankings across multiple disciplines including Artificial Intelligence, Computer Science Applications, and Engineering in its 2023 assessments. With its ISSN 2543-1536 and E-ISSN 2542-6605, it serves as a pivotal platform for researchers and professionals alike to disseminate innovative research findings, case studies, and reviews that address the complexities and opportunities within the IoT landscape. The journal’s impressive Scopus rankings further underline its significance, with notable placements in highly competitive categories. Although it operates under traditional publishing models, ensuring thorough peer review and academic rigor, Internet of Things remains at the forefront of technological discourse, facilitating knowledge exchange and collaboration among its audience. For those engaged in the dynamic fields of technology and innovation, this journal is an essential resource for up-to-date research and practical insights.
ICT Express
Bridging Theory and Practical Applications in ICTICT Express is a leading open-access journal published by Elsevier that has established itself at the forefront of the fields of Artificial Intelligence, Computer Networks and Communications, Hardware and Architecture, Information Systems, and Software. Since its inception in 2015, this South Korea-based journal has provided a vital platform for disseminating innovative research and practical applications across these rapidly evolving domains. With an impressive impact factor and consistently high Scopus rankings—placing it in the top quartiles of its categories—it attracts contributions from both seasoned experts and emerging scholars. Current access options ensure that groundbreaking findings are readily available to a global audience, thus fostering collaboration and advancement in technology and computational sciences. As ICT continues to reshape various industries, the significance of research published in ICT Express is crucial for staying ahead in the digital landscape.
International Journal of Computational Science and Engineering
Unleashing Knowledge in the Realm of Computational ScienceThe International Journal of Computational Science and Engineering, published by InderScience Enterprises Ltd, is a premier platform dedicated to the interdisciplinary field of computational science and engineering. With an ISSN of 1742-7185 and an E-ISSN of 1742-7193, the journal has been serving the academic community since its establishment in 2005 and will continue to do so until 2024. Notably categorized in the Q3 quartile for various domains, including Computational Mathematics, Software, and Hardware and Architecture, it holds respectable rankings in Scopus, evidencing its importance in advancing research and practice. While the journal is not open-access, it offers subscription options that ensure wide dissemination among researchers, professionals, and students. The journal aims to publish high-quality original research articles, survey papers, and case studies that contribute to the theoretical and practical aspects of computational techniques and methodologies. In a rapidly evolving digital landscape, this journal is a valuable resource for those seeking to push the boundaries of knowledge in computational science.
Cluster Computing-The Journal of Networks Software Tools and Applications
Catalyzing Progress in Software Tools and ApplicationsCluster 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.
JOURNAL OF SUPERCOMPUTING
Pioneering Insights in High-Performance ComputingJOURNAL OF SUPERCOMPUTING is a premier academic journal published by SPRINGER, situated in the Netherlands, that has made significant contributions to the fields of computer science, particularly in hardware and architecture, information systems, software, and theoretical computer science. With a robust publication history spanning from 1987 to 2024, this journal has cultivated a strong reputation, evidenced by its Category Quartiles ranking in the Q2 category across multiple relevant domains in 2023. The journal's Scopus rankings further underscore its influence, boasting a 78th percentile in mathematics and theoretical computer science, revealing the high quality of research disseminated within its pages. As vital discourse unfolds in the realm of supercomputing—where innovative techniques and technologies rapidly evolve—this journal serves as a crucial platform for researchers, professionals, and students to explore cutting-edge studies and build upon the foundations of knowledge in this dynamic field.
Parallel Processing Letters
Driving Excellence in Parallel Processing Research.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.
Journal of King Saud University-Computer and Information Sciences
Elevating Academic Discourse in ComputingJournal of King Saud University-Computer and Information Sciences, published by ELSEVIER, is a prestigious open-access journal focusing on the rapidly evolving fields of computer science and information technology. Since its inception in 1996, this journal has provided a platform for high-quality research and innovative ideas, promoting the dissemination of knowledge to a global audience. With a remarkable impact factor and ranked Q1 in the Computer Science (miscellaneous) category as of 2023, it stands among the top 11% of journals in its field, reflecting its commitment to excellence and relevance. The journal proudly carries the ISSN 1319-1578 and E-ISSN 2213-1248, and it is based in Saudi Arabia while being part of a global academic network. With a Scopus rank of #26 out of 232 in general computer science, the Journal of King Saud University-Computer and Information Sciences is an essential resource for researchers, professionals, and students seeking to stay at the forefront of technological advancement. As it continues to thrive through 2024, it invites contributions that will shape the future of computing and information sciences.