By Hasso Plattner
Recent achievements in and software program improvement, corresponding to multi-core CPUs and DRAM capacities of a number of terabytes in step with server, enabled the creation of a progressive know-how: in-memory info administration. This know-how helps the versatile and intensely quickly research of huge quantities of company facts. Professor Hasso Plattner and his learn workforce on the Hasso Plattner Institute in Potsdam, Germany, were investigating and instructing the corresponding thoughts and their adoption within the software program for years.
This booklet relies on a web direction that was once first introduced in autumn 2012 with greater than 13,000 enrolled scholars and marked the winning start line of the openHPI e-learning platform. The direction is especially designed for college students of machine technological know-how, software program engineering, and IT similar matters, yet addresses company specialists, software program builders, expertise specialists, and IT analysts alike. Plattner and his crew specialize in exploring the internal mechanics of a column-oriented dictionary-encoded in-memory database. coated subject matters comprise - among others - actual facts garage and entry, uncomplicated database operators, compression mechanisms, and parallel subscribe to algorithms. past that, implications for destiny company purposes and their improvement are mentioned. step-by-step, readers will comprehend the novel alterations and benefits of the recent expertise over conventional row-oriented, disk-based databases.
In this thoroughly revised 2nd version, we contain the suggestions of millions in fact contributors on openHPI and bear in mind newest developments in challenging- and software program. more advantageous figures, factors, and examples extra ease the certainty of the ideas offered. We introduce complicated information administration concepts similar to obvious mixture caches and supply new showcases that exhibit the potential for in-memory databases for 2 different industries: retail and existence sciences.
Read Online or Download A Course in In-Memory Data Management: The Inner Mechanics of In-Memory Databases PDF
Similar data mining books
Info Mining for Genomics and Proteomics makes use of pragmatic examples and an entire case learn to illustrate step by step how biomedical stories can be utilized to maximise the opportunity of extracting new and worthy biomedical wisdom from information. it's an exceptional source for college students and pros concerned with gene or protein expression info in a number of settings.
Getting access to high quality facts is an important necessity in knowledge-based selection making. yet info in its uncooked shape frequently comprises delicate information regarding contributors. delivering recommendations to this challenge, the equipment and instruments of privacy-preserving facts publishing permit the e-book of necessary details whereas conserving information privateness.
Die Modellierung von Business-Intelligence-Systemen (BI) umfasst eine Vielzahl unterschiedlicher Facetten, die im Kontext von Operational BI, agile Warehousing, Real-Time und Self-Service BI zu bewerten sind. Dieses Buch beschreibt die Architektur und Gestaltung von unternehmensweiten analyseorientierten Informationssystemen insbesondere unter dem Aspekt zunehmend agiler Geschäftsanforderungen und deren Unterstützung durch BI-Methoden.
Harnessing the ability of know-how is among the key measures of potent management. management techniques within the Age of massive facts, Algorithms, and Analytics can help leaders imagine and act like strategists to keep up a modern aggressive virtue. Written via a number one professional within the box, this publication offers new insights on the best way to effectively transition businesses via aligning an organization’s tradition to simply accept the advantages of electronic know-how.
- Scientific Data Analysis using Jython Scripting and Java (Advanced Information and Knowledge Processing)
- Machine Learning Forensics for Law Enforcement, Security, and Intelligence
- Recent Advances on Soft Computing and Data Mining: The Second International Conference on Soft Computing and Data Mining (SCDM-2016), Bandung, Indonesia, ... in Intelligent Systems and Computing)
Additional resources for A Course in In-Memory Data Management: The Inner Mechanics of In-Memory Databases