عنوان

Real-time & stream data management :

(Number (ISBN

3030105555

(Number (ISBN

3030105563

(Number (ISBN

9783030105556

(Number (ISBN

9783030105563

Erroneous ISBN

3030105547

Erroneous ISBN

9783030105549

Title Proper

Real-time & stream data management :

General Material Designation

[Book]

Other Title Information

push-based data in research & practice /

First Statement of Responsibility

Wolfram Wingerath, Norbert Ritter, Felix Gessert.

Place of Publication, Distribution, etc.

Cham, Switzerland :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

2019.

Specific Material Designation and Extent of Item

1 online resource (ix, 77 pages) :

Other Physical Details

illustrations (some color)

Series Title

SpringerBriefs in computer science,

ISSN of Series

2191-5768

Text of Note

Includes bibliographical references.

Text of Note

Intro; Preface; Contents; About the Authors; 1 An Introduction to Real-Time Data Management; 1.1 A Brief History of Data Management; 1.2 Data Access: Pull vs. Push; 1.3 Query Semantics: Collections vs. Streams; 1.4 Chapter Outline; References; 2 Database Management; 2.1 Triggers and Active Databases; 2.2 Change Data Capture, Cache Coherence, and Time-Series Data; 2.3 Materialized Views; 2.4 Change Notifications; 2.5 Summary and Discussion; References; 3 Real-Time Databases; 3.1 What Is a Real-Time Database?; 3.2 What Is a Real-Time Query?; 3.3 System Landscape; 3.3.1 Meteor

Text of Note

5.2 Batch vs. Stream Processing5.3 State-of-the-Art Stream Processing Frameworks; 5.3.1 Storm; Storm Trident; 5.3.2 Samza; 5.3.3 Spark Streaming; 5.3.4 Flink; 5.3.5 Further Systems; 5.4 Design Decisions and Trade-Offs; 5.5 Summary and Discussion; References; 6 State of the Art and Future Directions; 6.1 The Big Picture; 6.2 Real-Time Databases: A New Paradigm for Data Management; 6.3 Closing Thoughts; Reference

Text of Note

Change Monitoring + Poll-and-DiffOplog Tailing; 3.3.2 RethinkDB; Changefeeds; 3.3.3 Parse; Live Queries; 3.3.4 Firebase; Data Modeling and Querying; Advanced Queries with Firestore; 3.3.5 Baqend; Two-Dimensional Workload Partitioning for Linear Scalability; 3.3.6 Further Systems; 3.4 Summary and Discussion; References; 4 Data Stream Management; 4.1 Queries Over Streams; 4.2 Notions of Time; 4.3 Windowing and Approximation; 4.4 Complex Event Processing; 4.5 Messaging Middleware; 4.6 Summary and Discussion; References; 5 General-Purpose Stream Processing; 5.1 Architectural Patterns

0

8

8

Text of Note

While traditional databases excel at complex queries over historical data, they are inherently pull-based and therefore ill-equipped to push new information to clients. Systems for data stream management and processing, on the other hand, are natively push?oriented and thus facilitate reactive behavior. However, they do not retain data indefinitely and are therefore not able to answer historical queries. The book will first provide an overview over the different (push-based) mechanisms for data retrieval in each system class and the semantic differences between them. It will also provide a comprehensive overview over the current state of the art in real-time databases. It will first include an in-depth system survey of today's real-time databases: Firebase, Meteor, RethinkDB, Parse, Baqend, and others. Second, the high-level classification scheme illustrated above provides a gentle introduction into the system space of data management: Abstracting from the extreme system diversity in this field, it helps readers build a mental model of the available options.

Source for Acquisition/Subscription Address

Springer Nature

Stock Number

com.springer.onix.9783030105556

Title

Real-time & stream data management.

International Standard Book Number

9783030105549

Big data.

Database management.

Push technology (Computer networks)

Big data.

Database management.

Push technology (Computer networks)

COM030000

UND

UNH

UNH

Number

Edition

Class number

Wingerath, Wolfram

Gessert, Felix

Ritter, Norbert

Date of Transaction

20200823082400.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y