|
Books > Computing & IT > Applications of computing > Signal processing
|
Buy Now
Small Summaries for Big Data (Hardcover)
Loot Price: R1,557
Discovery Miles 15 570
|
|
|
Small Summaries for Big Data (Hardcover)
Expected to ship within 12 - 19 working days
|
The massive volume of data generated in modern applications can
overwhelm our ability to conveniently transmit, store, and index
it. For many scenarios, building a compact summary of a dataset
that is vastly smaller enables flexibility and efficiency in a
range of queries over the data, in exchange for some approximation.
This comprehensive introduction to data summarization, aimed at
practitioners and students, showcases the algorithms, their
behavior, and the mathematical underpinnings of their operation.
The coverage starts with simple sums and approximate counts,
building to more advanced probabilistic structures such as the
Bloom Filter, distinct value summaries, sketches, and quantile
summaries. Summaries are described for specific types of data, such
as geometric data, graphs, and vectors and matrices. The authors
offer detailed descriptions of and pseudocode for key algorithms
that have been incorporated in systems from companies such as
Google, Apple, Microsoft, Netflix and Twitter.
General
Is the information for this product incomplete, wrong or inappropriate?
Let us know about it.
Does this product have an incorrect or missing image?
Send us a new image.
Is this product missing categories?
Add more categories.
Review This Product
No reviews yet - be the first to create one!
|
You might also like..
|
Email address subscribed successfully.
A activation email has been sent to you.
Please click the link in that email to activate your subscription.
Welcome to Loot.co.za!
Sign in / Register |Wishlists & Gift Vouchers |Help | Advanced search
