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Time Series Databases

MRP: Rs.175.00
Price in points: 175 points
9789351109204
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Time series data is of growing importance, especially withthe rapid expansion of the Internet of Things. This concise guide shows youeffective ways to collect, persist, and access large-scale time series data foranalysis. You’ll explore the theory behind time series databases and learnpractical methods for implementing them. Authors Ted Dunning and Ellen Friedmanprovide a detailed examination of open source tools such as OpenTSDB and newmodifications that greatly speed up data ingestion.

You’ll learn:

  • A variety of time series use cases
  • The advantages of NoSQL databases for large-scale time series data
  • NoSQL table design for high-performance time series databases
  • The benefits and limitations of OpenTSDB
  • How to access data in OpenTSDB using R, Go, and Ruby
  • How time series databases contribute to practical machine learning projects
  • How to handle the added complexity of geo-temporal data

For advice on analyzing time series data, check out Practical Machine Learning: A New Look at Anomaly Detection, also from TedDunning and Ellen Friedman.


Books

Author:
Dunning
Condition Type:
New
Country Origin:
India
Edition:
First
Gift Wrap:
No
Publication Date:
2014
Publisher:
Shroff/O'Reilly