Clustering and Outlier Detection for Trajectory Stream Data (East China Normal University Scientific Reports)

Computers & Technology

JIN, CHEQING

Zhou, Aoying

Mao, Jiali

Databases & Big Data

World Scientific Publishing Company

Biological Language Model: Theory and Application (East China Normal University Scientific Reports)

Conceived as a cross between natural language processing methods and biological sequences in DNA, RNA and protein, biological language model is a new scientific research topic in bioinformatics that has been extensively studied by the authors. The basic theory and applications of this model are presented in this book to serve as an reference for graduate students and researchers.

Dong, Qiwen

Jing, Xiaoyang

Hu, Xiuzhen

Computer Science

This illustrative compendium analyzes the load balancing problem in distributed stream processing systems and explores a set of high-performance real-time processing scheme based on key-based balancing strategy, join-matrix model and fault tolerance mechanisms.The volume succinctly provides the theoretical support for the proposed techniques. Through a rich set of experiments and comparisons with the other state-of-the-art techniques using both standard benchmarks and real data sets, the book comprehensively verifies the correctness and effectiveness of the proposed methods.This unique title is an excellent reference text for researchers in the fields of distributed stream processing, parallel system, cloud computing, etc.

Load Balance for Distributed Real-Time Computing Systems (East China Normal University Scientific Reports)

ZHANG, RONG

Fang, Junhua

Hardware & DIY

This book presents the recent achievements on the processing of representative user generated content (UGC) on E-commerce websites. This large size of UGC is valuable information for data mining to help customer/object profiling. It provides a comprehensive overview on the concept of customer credibility, object-oriented review summarization technology and content-based collaborative filtering algorithm. It covers a feedback mechanism which is designed to discover customer credibility, which is used to define the professional degree of review content; product-oriented review summarization for restaurants or trip arrangements, and introduced content-based collaborative filtering for product recommendation.

REVIEW COMMENT ANALYSIS FOR E-COMMERCE (East China Normal University Scientific Reports)

Yu, Wenzhe

Gao, Yifan

Chao, Pingfu

Internet & Social Media

OPINION ANALYSIS FOR ONLINE REVIEWS (East China Normal University Scientific Reports)

LIN, YUMING

Wang, Xiaoling

Querying And Mining Uncertain Data Streams (East China Normal University Scientific Reports)

Data uncertainty widely exists in many applications, and an uncertain data stream is a series of uncertain tuples that arrive rapidly. However, traditional techniques for deterministic data streams cannot be applied to deal with data uncertainty directly due to the exponential growth of possible solution space.
This book provides a comprehensive overview of the authors' work on querying and mining uncertain data streams. Its contents include some important discoveries dealing with typical topics such as top-k query, ER-Topk query, rarity estimation, set similarity, and clustering.
Querying and Mining Uncertain Data Streams is written for professionals, researchers, and graduate students in data mining and its various related fields.

QUERYING AND MINING UNCERTAIN DATA STREAMS (East China Normal University Scientific Reports)

Transaction processing is fundamental for many modern applications. These applications require the backend transaction processing engines to be available at all times as well as provide a massive horizontal scale for intensive transaction requests.Concurrency Control and Recovery features recent progress in research in online transaction processing. The book also showcases the authors' research on a highly scalable OLTP system. Its contents include the designs of an efficient multiple version storage engine, a scalable range optimistic concurrency control, high-performance Paxos-based log replication, global snapshot isolation, and fast follower recovery.This book is written for professionals, researchers, and graduate students specialising in database systems and its related fields.

Concurrency Control and Recovery in Oltp Systems: High Scalability and Availability (East China Normal University Scientific Reports)

Cai, Peng

Guo, Jinwei

Networking & Cloud Computing

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