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By the end of the book, you will be able to create a highly secure, fault-tolerant, and scalable environment for your applications to run on.

Several challenging hypotheses are analyzed and confronted using novel data-driven methodologies, in order to solve problems in requirements elicitation and specification extraction, software design and implementation, as well as software quality assurance. The book is accompanied by a number of tools, libraries and working prototypes in order to practically illustrate how the phases of the software engineering life cycle can benefit from unlocking the potential of data.

Software engineering researchers, experts, and practitioners can benefit from the various methodologies presented and can better understand how knowledge extracted from software data residing in various repositories can be combined and used to enable effective decision making and save considerable time and effort through software reuse.

Mining Software Engineering Data for Software Reuse can also prove handy for graduate-level students in software engineering. Social networks are also pla ying a major role in the dynamics and structure of intelligent Web-based networking and collaborative systems. Virtual campuses, virtual communities and organizations effectively leverage intelligent networking and collaborative systems by tapping into a broad range of formal and informal electronic relations, such as business-to-business, peer-to-peer and many types of online collaborative learning interactions, including the emerging e-learning systems.

This has resulted in entangled systems that need to be managed efficiently and autonomously. In addition, the latest and powerful technologies based on Grid and wireless infrastructure as well as Cloud computing are now greatly enhancing collaborative and networking applications, but are also facing new issues and challenges.

The principal objective of the research and development community is to stimulate research that leads to the creation of responsive environments for networking and, in the longer-term, the developmen t of adaptive, s. This book doesn't dwell on the theory, but instead gives you the code that you need.

This book changes all that. They show how to apply Hexagonal Architecture within your application whether you use an open source framework or your own. Style and approach This highly practical book shows developers how to apply domain-driven design principles to PHP. It is full of solid code examples to work through.

It describes the entire life cycle of remote sensing data and builds an entire high performance remote sensing data processing system framework. It also develops a series of remote sensing data management and processing standards. Features: Covers remote sensing cloud computing Covers remote sensing data integration across distributed data centers Covers cloud storage based remote sensing data share service Covers high performance remote sensing data processing Covers distributed remote sensing products analysis.

Alex Thomas, principal data scientist at Wisecube, shows software engineers and data scientists how to build scalable natural language processing NLP applications using deep learning and the Apache Spark NLP library. Through concrete examples, practical and theoretical explanations, and hands-on exercises for using NLP on the Spark processing framework, this book teaches you everything from basic linguistics and writing systems to sentiment analysis and search engines.

It was built to provide a scalable search solution with built-in support for near real-time search and multi-tenancy. Notes: Running on Kubernetes? Want it hosted? Deploy on Elastic Cloud. Try it out for free for 14 days — no credit card required. Start free trial.

New around here? View our getting started page to get acquainted with the Elastic Stack. Get started. Additional resources. Have a question? Our community has the answers. Connect with other users and Elastic employees. Use the dir FPDF command:. Bytes object string conversions for encoding and indexing were reviewed as well. We hate spam and make it easy to unsubscribe. Log In Try Free. Written by Data Pilot.

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