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Cloud Computing (C.2.4...)
Orchestrating big data analysis workflows in the cloud: research challenges, survey, and future directions
Barika M., Garg S., Zomaya A., Wang L., Moorsel A., Ranjan R. ACM Computing Surveys 52(5): 1-41, 2019. Type: Article
When processing different big data workflows, many new and (so far) unknown patterns and performance requirements are visible. We are forced to search new processing models and management techniques that can support the design of different aspects...
Mar 2 2021
FfDL: a flexible multi-tenant deep learning platform
Jayaram K., Muthusamy V., Dube P., Ishakian V., Wang C., Herta B., Boag S., Arroyo D., Tantawi A., Verma A., Pollok F., Khalaf R. Middleware 2019 (Proceedings of the 20th International Middleware Conference, Davis, CA, Dec 9-13, 2019) 82-95, 2019. Type: Proceedings
Cloud computing is becoming the preferred choice in many domains due to availability, flexibility, and scalability, as well as many other reasons. However, this also brings challenges, that is, adapting cloud computing to specific domains like dee...
Feb 3 2021
A systematic review on cloud testing
Bertolino A., Angelis G., Gallego M., García B., Gortázar F., Lonetti F., Marchetti E. ACM Computing Surveys 52(5): 1-42, 2019. Type: Article
In this survey paper, using over 150 selected articles between 2012 and 2017, the authors develop a framework to classify cloud testing research and to identify research trends and gaps in this area. The authors define six primary motivating categ...
Jan 28 2021
Service description languages in cloud computing: state-of-the-art and research issues
Nawaz F., Mohsin A., Janjua N. Service Oriented Computing and Applications 13(2): 109-125, 2019. Type: Article
Given the ubiquity of cloud computing on the one hand and the (well-hidden) complexity of providing elastically scaling distributed services on the other, one wonders how cloud architects can describe such scenarios. Remembering the heydays of obj...
Jan 26 2021
Secure sensor cloud
Kumar V., Sen A., Madria S., Morgan&Claypool Publishers, San Rafael, CA, 2018. 126 pp. Type: Book (978-1-681734-68-2)
This interesting book provides an introduction to, and overview of, some of the basic principles and security threats within the domain of secure cloud architecture. The utilization and discussion of wireless sensor network (WSN) attacks provide a...
Dec 21 2020
Software engineering in the era of cloud computing
Ramachandran M., Mahmood Z., Springer International Publishing, New York, NY, 2020. 354 pp. Type: Book (978-3-030336-23-3)
This book attempts to present a state-of-the-art view of “software engineering in the era of cloud computing.” The claimed audience includes researchers, practitioners, and students. The title is ambiguous; it could mean how to use sof...
Dec 17 2020
Essentials of cloud computing: a holistic perspective
Surianarayanan C., Chelliah P., Springer International Publishing, New York, NY, 2019. 309 pp. Type: Book (978-3-030131-33-3)
Why do we need cloud computing? What are the core components of cloud computing architecture and its technological foundations? What is the impact of virtualization and multitenancy on cloud security? What is the best way to migrate to cloud compu...
Oct 6 2020
Data-intensive workflow management: for clouds and data-intensive and scalable computing environments
de Oliveira D., Liu J., Pacitti E., Morgan&Claypool Publishers, San Rafael, CA, 2019. 180 pp. Type: Book (978-1-681735-57-3)
Data-intensive workflows turn up in scientific domains where the most current information technologies find application areas. The “differentia specifica” between business and scientific workflows is the importance of provenance data r...
Sep 16 2020
Oracle Visual Builder cloud service revealed: rapid application development for web and mobile
Vesterli S., Apress, New York, NY, 2019. 316 pp. Type: Book (978-1-484249-28-4)
Oracle Visual Builder is a very effective tool for significantly reducing the time spent coding, for example, from weeks to just a day or two. This tool is one of the great options available to build add-ons for other existing services provided by...
Aug 10 2020
The rise of serverless computing
Castro P., Ishakian V., Muthusamy V., Slominski A. Communications of the ACM 62(12): 44-54, 2019. Type: Article
In spite of a somewhat confusing introduction--“the server is dead, long live the server”--this informative article gives an overview of the relatively new phenomenon of serverless computing. It includes definitions of the se...
Aug 3 2020
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