SCI-FII: Speculative Conversational Interface Framework for Incremental Inference on Modularized Services
- Title
- SCI-FII: Speculative Conversational Interface Framework for Incremental Inference on Modularized Services
- Authors
- Lee, Jinho; HWANG, INSEOK; Hubregtsen, Thomas S.; Gattiker, Anne E.; Durham, Christopher M.
- Date Issued
- 2017-05-30
- Publisher
- IEEE
- Abstract
- We propose Sci-Fii, a speculative conversational interface framework for incremental inference on modularized services. To build one's own conversational interface with existing business logic, cloud-based modularized services offer a suite of ready-to-use components to ease development, ensure cross-platform flexibility, and encapsulate computational complexities. However developing with the modularized services often results in a chain of discrete modules with limited inter-module data sharing, which yields unnecessarily long response times of the conversational interface, aggravates user experiences, and eventually harms user retention. Sci-Fii offers a uniform framework that enables existing serviced modules to benefit from intermediate data and early parallel execution. Transparent to developers, Sci-Fii helps the end-to-end conversational interface system work fluidly and exhibit faster and more natural response times.
- URI
- https://oasis.postech.ac.kr/handle/2014.oak/104288
- Article Type
- Conference
- Citation
- MDM 2017 (18th IEEE International Conference on Mobile Data Management), page. 278 - 285, 2017-05-30
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