Название: Periodic Pattern Mining: Theory, Algorithms, and Applications
Автор: R. Uday Kiran, Philippe Fournier-Viger
Издательство: Springer
Год: 2021
Страниц: 263
Язык: английский
Формат: pdf (true), epub
Размер: 38.7 MB

This book provides an introduction to the field of periodic pattern mining, reviews state-of-the-art techniques, discusses recent advances, and reviews open-source software. Periodic pattern mining is a popular and emerging research area in the field of data mining. It involves discovering all regularly occurring patterns in temporal databases. One of the major applications of periodic pattern mining is the analysis of customer transaction databases to discover sets of items that have been regularly purchased by customers. Discovering such patterns has several implications for understanding the behavior of customers. Since the first work on periodic pattern mining, numerous studies have been published and great advances have been made in this field. The book consists of three main parts: introduction, algorithms, and applications.

Название: Storage Systems: Organization, Performance, Coding, Reliability, and Their Data Processing
Автор: Alexander Thomasian
Издательство: Morgan Kaufmann/Elsevier
Год: 2022
Страниц: 748
Язык: английский
Формат: pdf (true), epub
Размер: 11.3 MB, 10.2 MB

Storage Systems: Organization, Performance, Coding, Reliability and Their Data Processing covers the coding, reliability and performance of popular RAID organizations: RAID1 mirrored disks, RAID5/6/7 1/2/3-disk failure tolerant - 1/2/3DFT arrays. Readers will learn about the storage of files, SQL and NoSQL databases on disk and SSD to achieve higher efficiency. As data compression, deduplication and encryption techniques for storage systems have led to new technologies, startups and techniques to save power in storage and server systems, the book discusses Fast Array of Wimpy Nodes (FAWN) at CMU, RAMCloud at Stanford, and key-value flash Lightstore at MIT, along with several storage proposals.

Название: Data Analytics: Systems Engineering - Cybersecurity - Project Management
Автор: Christopher Greco
Издательство: Mercury Learning and Information
Год: 2021
Формат: True PDF
Страниц: 147
Размер: 10 Mb
Язык: English

Data analytics is creeping into the lexicon of our daily language. This book gives the reader a perspective as to the overall data analytics skill set, starting with a primer on statistics, and works toward the application of those methods. There are a variety of formulas and algorithms used in the data analytics process. These formulas can be plugged into whatever software application the reader uses to obtain the answer they need.

Название: The Informed Company: How to Build Modern Agile Data Stacks that Drive Winning Insights
Автор: Dave Fowler, Matt David
Издательство: Wiley
Год: 2022
Страниц: 259
Язык: английский
Формат: pdf (true), epub
Размер: 18.9 MB

Learn how to manage a modern data stack and get the most out of data in your organization! Thanks to the emergence of new technologies and the explosion of data in recent years, we need new practices for managing and getting value out of data. In the modern, data driven competitive landscape the "best guess" approach—reading blog posts here and there and patching together data practices without any real visibility—is no longer going to hack it. The Informed Company provides definitive direction on how best to leverage the modern data stack, including cloud computing, columnar storage, cloud ETL tools, and cloud BI tools. You'll learn how to work with Agile methods and set up processes that's right for your company to use your data as a key weapon for your success . . .

Название: Postgres. Первое знакомство, 7-е изд.
Автор: Лузанов Павел, Рогов Егор, Левшин Игорь
Издательство: Постгрес Профессиональный
Год: 2021
Страниц: 181
Язык: русский
Формат: pdf (true)
Размер: 10,1 MB

PostgreSQL - это наиболее полнофункциональная, свободно распространяемая СУБД с открытым кодом. Разработанная в академической среде, за долгую историю сплотившая вокруг себя широкое сообщество разработчиков, эта СУБД обладает всеми возможностями, необходимыми большинству заказчиков. PostgreSQL активно применяется по всему миру для создания критичных бизнес-систем, работающих под большой нагрузкой. Из книги «Postgres: первое знакомство» можно получить базовые сведения об устройстве и основных особенностях PostgreSQL, об истории его создания и планах развития, а также практические сведения по установке PostgreSQL и начале работы с ним под Windows и Linux. Она предназначена для начинающих работать с PostgreSQL и просто интересующихся его возможностями.

Название: Tensors for Data Processing: Theory, Methods, and Applications
Автор: Yipeng Liu
Издательство: Academic Press, Elsevier
Год: 2022
Страниц: 598
Язык: английский
Формат: pdf (true)
Размер: 17.9 MB

Tensors for Data Processing: Theory, Methods and Applications presents both classical and state-of-the-art methods on tensor computation for data processing, covering computation theories, processing methods, computing and engineering applications, with an emphasis on techniques for data processing. This reference is ideal for students, researchers and industry developers who want to understand and use tensor-based data processing theories and methods.

Название: Операционные системы. Три простых элемента
Автор: Арпачи-Дюрсо Р., Арпачи-Дюрсо А.
Издательство: ДМК Пресс
Год: 2021
Формат: pdf
Страниц: 731
Размер: 8,7 Мб
Язык: русский

«Книга с кометой» (или OSTEP) — итог почти 20 лет преподавания курса «Введение в операционные системы» для студентов и магистрантов на факультете компьютерных наук Висконсинского университета.

В книге рассматриваются три фундаментальные концепции операционных систем:
- виртуализация (процессора и памяти)
- конкурентность (блокировки и условные переменные)
- долговременное хранение (диски, RAID-массивы, файловые системы).
Сочетая чтение книги с выполнением домашних заданий и работой над серьезными проектами, читатели приходят к более глубокому пониманию современных ОС.

Название: Web Data APIs for Knowledge Graphs: Easing Access to Semantic Data for Application Developers
Автор: Albert Merono-Penuela, Pasquale Lisena
Издательство: Morgan and Claypool
Год: 2021
Формат: PDF
Страниц: 121
Размер: 10 Mb
Язык: English

This book describes a set of methods, architectures, and tools to extend the data pipeline at the disposal of developers when they need to publish and consume data from Knowledge Graphs (graph-structured knowledge bases that describe the entities and relations within a domain in a semantically meaningful way) using SPARQL, Web APIs, and JSON. To do so, it focuses on the paradigmatic cases of two middleware software packages, grlc and SPARQL Transformer, which automatically build and run SPARQL-based REST APIs and allow the specification of JSON schema results, respectively.

Название: Excel Basics: Foundations Formulas Graphs
Автор: Jeffrey Hsu, Gary Bronson
Издательство: Mercury Learning and Information
Год: 2021
Формат: PDF
Страниц: 328
Размер: 45,7 Mb
Язык: English

Created as a book for a first-time or beginning Excel user, it is designed to be a comprehensive, yet accessible and easy to understand introduction to using and mastering Microsoft Excel 2019 and previous versions. Starting with the basics of what spreadsheets are, and progressing through the foundational concepts and features of Excel, the book provides a thorough, yet user-friendly introduction to the main capabilities of Excel. The book covers the most fundamental and important aspects of Excel, which form the basis for a solid foundation in the use of this critical software application. Suitable for professional reference, self-study, or for use in an instructor-led or online course, this book will help readers to become effective and knowledgeable in using one of the most useful tools for enhancing one’s business and personal productivity.

Название: The Digital Journey of Banking and Insurance, Volume III: Data Storage, Data Processing and Data Analysis
Автор: Volker Liermann, Claus Stegmann
Издательство: Palgrave Macmillan
Год: 2021
Страниц: 278
Язык: английский
Формат: pdf (true), epub
Размер: 27.8 MB

This book, the third one of three volumes, focuses on data and the actions around data, like storage and processing. The angle shifts over the volumes from a business-driven approach in “Disruption and DNA” to a strong technical focus in “Data Storage, Processing and Analysis”, leaving “Digitalization and Machine Learning Applications” with the business and technical aspects in-between. In the last volume of the series, “Data Storage, Processing and Analysis”, the shifts in the way we deal with data are addressed.