Data Modeling Design

Compact Data Structures. A Practical Approach by Gonzalo Navarro

By Gonzalo Navarro

Compact info constructions support signify facts in lowered area whereas permitting it to be queried, navigated, and operated in compressed shape. they're crucial instruments for successfully dealing with substantial quantities of information through exploiting the reminiscence hierarchy. additionally they decrease the assets wanted in allotted deployments and make larger use of the constrained reminiscence in low-end units. the sphere has built swiftly, achieving a degree of adulthood that permits practitioners and researchers in software parts to learn from using compact information buildings. this primary entire publication at the subject specializes in the buildings which are such a lot suitable for sensible use. Readers will learn the way the buildings paintings, how you can pick out the correct ones for his or her program state of affairs, and the way to enforce them. Researchers and scholars within the sector will locate within the booklet a definitive advisor to the state-of-the-art in compact facts constructions.

Show description

Read or Download Compact Data Structures. A Practical Approach PDF

Best data modeling & design books

Distributed Object-Oriented Data-Systems Design

This advisor illustrates what constitutes a complicated dispensed info procedure, and the way to layout and enforce one. the writer offers the foremost components of a complicated allotted info approach: a knowledge administration method aiding many sessions of information; a dispensed (networked) setting assisting LANs or WANS with a number of database servers; a complicated consumer interface.

Modeling and Data Mining in Blogosphere (Synthesis Lectures on Data Mining and Knowledge Discovery)

This publication bargains a complete evaluation of a number of the options and learn matters approximately blogs or weblogs. It introduces strategies and techniques, instruments and functions, and review methodologies with examples and case stories. Blogs enable humans to precise their strategies, voice their critiques, and percentage their reports and concepts.

Morphological Modeling of Terrains and Volume Data

This publication describes the mathematical heritage at the back of discrete ways to morphological research of scalar fields, with a spotlight on Morse concept and at the discrete theories because of Banchoff and Forman. The algorithms and knowledge buildings offered are used for terrain modeling and research, molecular form research, and for research or visualization of sensor and simulation 3D information units.

Object-Role Modeling Fundamentals: A Practical Guide to Data Modeling with ORM

Object-Role Modeling (ORM) is a fact-based method of info modeling that expresses the data standards of any enterprise area easily by way of gadgets that play roles in relationships. All evidence of curiosity are taken care of as situations of attribute-free constructions often called truth forms, the place the connection will be unary (e.

Extra info for Compact Data Structures. A Practical Approach

Example text

Encoding the next 28/m values using m = 1, 2, 3, 4, 5, 7, 9, 14, or 28 bits per value). Numbers over 28 bits cannot be encoded. The variant Simple-16 introduces more cases, combining different lengths, to use all the 16 4-bit combinations. PforDelta, instead, encodes a fixed amount of numbers at a time (typically 128), using for all of them the number of bits needed for the largest one. A fraction of the largest numbers (usually 10%) is encoded separately, and the other 90% is used to calculate how many bits are needed per number.

Hence, given an unambiguous code C, it satisfies the inequality, and thus there is a prefix code with the same code lengths. 1: Building a prefix code over = [1, σ ], given the desired lengths. Assumes for simplicity that the codes fit in a computer word. s a distinct symbol and S[i]. its desired code length. code, an integer whose S[i]. s (reading from most to least significant bit). 1 2 3 4 Sort S[1, σ ] by increasing S[i]. code + 1) · 2S[i]. −S[i−1]. This leads to a simple way of assigning reasonably good codes, called the Shannon1 Fano codes.

A. (1952). A method for the construction of minimum-redundancy codes. Proceedings of the Institute of Electrical and Radio Engineers, 40(9), 1098–1101. Katona, G. O. H. and Nemetz, T. O. H. (1976). Huffman codes and self-information. IEEE Transactions on Information Theory, 22(3), 337–340. Liddell, M. and Moffat, A. (2006). Decoding prefix codes. Software Practice and Experience, 36(15), 1687–1710. Moffat, A. and Turpin, A. (2002). Compression and Coding Algorithms. Springer. , and Bryant, D. (2013).

Download PDF sample

Rated 4.86 of 5 – based on 36 votes