Data Streams: Models and Algorithms primarily discusses issues related to the mining aspects of data streams. Recent progress in hardware technology makes it possible for organizations to store and record large streams of transactional data. For example, even simple daily transactions such as using the credit card or phone result in automated data storage, which brings us to a fairly new topic called data streams.
This volume covers mining aspects of data streams comprehensively: each contributed chapter contains a survey on the topic, the key ideas in the field for that particular topic, and future research directions.
Data Streams: Models and Algorithms is intended for a professional audience composed of researchers and practitioners in industry. This book is also appropriate for advanced-level students in computer science.
Data Streams: Models and Algorithms
Labels: Development / Programming
2009 International Building Code: Looseleaf Version
LOOSELEAF VERSION: Featuring time-tested safety concepts and the very latest industry standards in material design, the 2009 International Building Code? offers up-to-date, comprehensive insight into the regulations surrounding the design and installation of building systems. It provides valuable structural, fire-, and life- safety provisions that cover means of egress, interior finish requirements, roofs, seismic engineering, innovative construction technology, and occupancy classifications. This content is developed in the context of the broad-based principles that facilitate the use of new materials and building designs, making this an indispensable reference guide for anyone seeking a strong working knowledge of building systems.
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Labels: Engineering and Technology
Parallel Computer Architecture: A Hardware/Software Approach
| The most exciting development in parallel computer architecture is the convergence of traditionally disparate approaches on a common machine structure. This book explains the forces behind this convergence of shared-memory, message-passing, data parallel, and data-driven computing architectures. It then examines the design issues that are critical to all parallel architecture across the full range of modern design, covering data access, communication performance, coordination of cooperative work, and correct implementation of useful semantics. It not only describes the hardware and software techniques for addressing each of these issues but also explores how these techniques interact in the same system. Examining architecture from an application-driven perspective, it provides comprehensive discussions of parallel programming for high performance and of workload-driven evaluation, based on understanding hardware-software interactions. Features: * synthesizes a decade of research and development for practicing engineers, graduate students, and researchers in parallel computer architecture, system software, and applications development * presents in-depth application case studies from computer graphics, computational science and engineering, and data mining to demonstrate sound quantitative evaluation of design trade-offs * describes the process of programming for performance, including both the architecture-independent and architecture-dependent aspects, with examples and case-studies * illustrates bus-based and network-based parallel systems with case studies of more than a dozen important commercial designs | ” |
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Labels: Computer Architecture