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2013 IEEE 33rd International Conference on Distributed Computing Systems (2005)
Columbus, Ohio, USA
June 6, 2005 to June 10, 2005
ISSN: 1063-6927
ISBN: 0-7695-2331-5
pp: 543-552
Gueyoung Jung , Georgia Tech
Dejan Milojicic , HP Labs
Vanish Talwar , HP Labs
Qinyi Wu , Georgia Tech
Wenchang Yan , Georgia Tech
Calton Pu , Georgia Tech
<p>IT today is driven by the trend of increasing scale and complexity. Utility and Grid computing models, PlanetLab, and traditional data centers, are reaching the scale of thousands of computers. Installed software consists of dozens of interdependent applications and services. As the complexity and scale of these systems continues to grow, it becomes increasingly difficult to administer and manage them. At the same time, the service deployment technologies are still based on scripts and configuration files with minimal ability to express dependencies, to document and to verify configurations. This results in hard-to-use and erroneous system configurations. Language- and model-based tools, such as SmartFrog and Radia, are proposed for addressing these deployment challenges, but it is unclear whether they are beneficial over traditional solutions.</p> <p>In this paper, we quantitatively compare manual, script-, language-, and model-based deployment solutions as a function of scale, complexity, and susceptibility to change. We also qualitatively compare them in terms of expressiveness and barrier to first use. We demonstrate that script-based solutions are well matched for large scale deployments, language-based for services of large complexity, and model-based for dynamic changes to the design. Finally, we offer a table summarizing rules of thumb regarding which solution to use in which case, subject to deployment needs.</p>
Gueyoung Jung, Dejan Milojicic, Vanish Talwar, Qinyi Wu, Wenchang Yan, Calton Pu, "Comparison of Approaches to Service Deployment", 2013 IEEE 33rd International Conference on Distributed Computing Systems, vol. 00, no. , pp. 543-552, 2005, doi:10.1109/ICDCS.2005.18
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