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SCI-FII: Speculative Conversational Interface Framework for Incremental Inference on Modularized Services
Cited 4 time in
Web of Science
Cited 5 time in Scopus
- Authors
- Issue Date
- 2017
- Publisher
- IEEE
- Citation
- 2017 18TH IEEE INTERNATIONAL CONFERENCE ON MOBILE DATA MANAGEMENT (IEEE MDM 2017), pp.278-285
- 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.
- ISSN
- 1551-6245
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Related Researcher
- College of Engineering
- Department of Electrical and Computer Engineering
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