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Enhancing Stream Reasoning by Modeling the Importance of the Streaming Data
Enhancing Stream Reasoning by Modeling the Importance of the Streaming Data
- 자료유형
- 학위논문
- Control Number
- 0014997364
- International Standard Book Number
- 9780438206533
- Dewey Decimal Classification Number
- 004
- Main Entry-Personal Name
- Yan, Rui.
- Publication, Distribution, etc. (Imprint
- [Sl] : Rensselaer Polytechnic Institute, 2018
- Publication, Distribution, etc. (Imprint
- Ann Arbor : ProQuest Dissertations & Theses, 2018
- Physical Description
- 184 p
- General Note
- Source: Dissertation Abstracts International, Volume: 79-12(E), Section: B.
- General Note
- Adviser: Deborah L. McGuinness.
- Dissertation Note
- Thesis (Ph.D.)--Rensselaer Polytechnic Institute, 2018.
- Summary, Etc.
- 요약The requirement to extract the hidden information out of the data stream is rising, however, traditional stream processing systems cannot meet this requirement as they are not designed to do so. This gives birth to the new research domain of str
- Summary, Etc.
- 요약Streaming data is boundless, enormous, and heterogeneous, which adds extra dimensions to the challenges of realizing the vision of stream reasoning, in addition to temporal constraints. A widely-adopted way to process the streams is via leveragi
- Summary, Etc.
- 요약Streaming data intrinsically has many different orderings, such as temporarily, precision, provenance, and trust, etc. If diverse data orderings can be utilized to model the data importance, stream reasoning can be benefited by being data-discri
- Summary, Etc.
- 요약Generally speaking, this dissertation delivers a conceptual model, and a set of infrastructure that can facilitate its general application in stream reasoning. Specifically, the first contribution is an innovative notion of semantic importance.
- Subject Added Entry-Topical Term
- Computer science
- Added Entry-Corporate Name
- Rensselaer Polytechnic Institute Computer Science
- Host Item Entry
- Dissertation Abstracts International. 79-12B(E).
- Host Item Entry
- Dissertation Abstract International
- Electronic Location and Access
- 로그인을 한후 보실 수 있는 자료입니다.
- Control Number
- joongbu:555638