High-Performance Computing on Complex Environments
With recent changes in multicore and general-purpose computing on graphics processing units, the way parallel computers are used and programmed has drastically changed. It is important to provide a comprehensive study on how to use such machines written by specialists of the domain. The book provides recent research results in high-performance computing on complex environments, information on how to efficiently exploit heterogeneous and hierarchical architectures and distributed systems, detailed studies on the impact of applying heterogeneous computing practices to real problems, and applications varying from remote sensing to tomography. The content spans topics such as Numerical Analysis for Heterogeneous and Multicore Systems; Optimization of Communication for High Performance Heterogeneous and Hierarchical Platforms; Efficient Exploitation of Heterogeneous Architectures, Hybrid CPU+GPU, and Distributed Systems; Energy Awareness in High-Performance Computing; and Applications of He ...
With recent changes in multicore and general-purpose computing on graphics processing units, the way parallel computers are used and programmed has drastically changed. It is important to provide a comprehensive study on how to use such machines written by specialists of the domain. The book provides recent research results in high-performance computing on complex environments, information on how to efficiently exploit heterogeneous and hierarchical architectures and distributed systems, detailed studies on the impact of applying heterogeneous computing practices to real problems, and applications varying from remote sensing to tomography. The content spans topics such as Numerical Analysis for Heterogeneous and Multicore Systems; Optimization of Communication for High Performance Heterogeneous and Hierarchical Platforms; Efficient Exploitation of Heterogeneous Architectures, Hybrid CPU+GPU, and Distributed Systems; Energy Awareness in High-Performance Computing; and Applications of He ...
Resource Optimization and Security for Cloud Services
This book includes a study of trustworthiness, percentile response time, service availability, and authentication in the networks between users and cloud service providers, and at service stations or sites that may be owned by different service providers. The first part of the book contains an analysis of percentile response time, which is one of the most important SLA (service level agreements) metrics. Effective and accurate numerical solutions for the calculation of the percentile response time in single-class and multi-class queueing networks are obtained. Then, the numerical solution is incorporated in a resource allocation problem. Specifically, the authors present an approach for the resource optimization that minimizes the total cost of computer resources required while preserving a given percentile of the response time. In the second part, the approach is extended to consider trustworthiness, service availability, and the percentile of response time in Web services. These QoS ...
This book includes a study of trustworthiness, percentile response time, service availability, and authentication in the networks between users and cloud service providers, and at service stations or sites that may be owned by different service providers. The first part of the book contains an analysis of percentile response time, which is one of the most important SLA (service level agreements) metrics. Effective and accurate numerical solutions for the calculation of the percentile response time in single-class and multi-class queueing networks are obtained. Then, the numerical solution is incorporated in a resource allocation problem. Specifically, the authors present an approach for the resource optimization that minimizes the total cost of computer resources required while preserving a given percentile of the response time. In the second part, the approach is extended to consider trustworthiness, service availability, and the percentile of response time in Web services. These QoS ...
Learning ROS for Robotics Programming
Both the amateur and the professional roboticist who has ever tried their hand at robotics programming will have faced with the cumbersome task of starting from scratch, usually reinventing the wheel. ROS comes with a great number of already working functionalities, and this book takes you from the first steps to the most elaborate designs possible within this software framework. Learning ROS for Robotics Programming is full of practical examples that will help you to understand the framework from the very beginning. Build your own robot applications in a simulated environment and share your knowledge with the large community supporting ROS. ...
Both the amateur and the professional roboticist who has ever tried their hand at robotics programming will have faced with the cumbersome task of starting from scratch, usually reinventing the wheel. ROS comes with a great number of already working functionalities, and this book takes you from the first steps to the most elaborate designs possible within this software framework. Learning ROS for Robotics Programming is full of practical examples that will help you to understand the framework from the very beginning. Build your own robot applications in a simulated environment and share your knowledge with the large community supporting ROS. ...
Kali Linux Network Scanning Cookbook
Kali Linux Network Scanning Cookbook will introduce you to critical scanning concepts. You will be shown techniques associated with a wide range of network scanning tasks that include discovery scanning, port scanning, service enumeration, operating system identification, vulnerability mapping, and validation of identified findings. You will learn how to utilize the arsenal of tools available in Kali Linux to conquer any network environment. You will also be shown how to identify remote services, how to assess security risks, and how various attacks are performed. This immersive guide will also encourage the creation of personally scripted tools and the development of skills required to create them. ...
Kali Linux Network Scanning Cookbook will introduce you to critical scanning concepts. You will be shown techniques associated with a wide range of network scanning tasks that include discovery scanning, port scanning, service enumeration, operating system identification, vulnerability mapping, and validation of identified findings. You will learn how to utilize the arsenal of tools available in Kali Linux to conquer any network environment. You will also be shown how to identify remote services, how to assess security risks, and how various attacks are performed. This immersive guide will also encourage the creation of personally scripted tools and the development of skills required to create them. ...
VMware vRealize Operations Performance and Capacity Management
VMware vRealize Operations is a suite of products that automates operations management using patented analytics and an integrated approach to performance, capacity, and configuration management. vRealize Operations Manager is the most important component of this suite that helps administrators to maintain and troubleshoot their VMware environment as well as their physical environment. This book takes you through the fundamental differences between a Software-Defined Data Center and a classic physical data center, and how these differences impact both architecture and operations. From a strategic point of view, you will come across the most common challenges associated with performance management in a Software-Defined Data Center. Furthermore, you will learn all the key counters in vSphere and vRealize Operations, understand their dependencies, and acquaint yourself with practical solutions to configure them for a healthy virtual environment. ...
VMware vRealize Operations is a suite of products that automates operations management using patented analytics and an integrated approach to performance, capacity, and configuration management. vRealize Operations Manager is the most important component of this suite that helps administrators to maintain and troubleshoot their VMware environment as well as their physical environment. This book takes you through the fundamental differences between a Software-Defined Data Center and a classic physical data center, and how these differences impact both architecture and operations. From a strategic point of view, you will come across the most common challenges associated with performance management in a Software-Defined Data Center. Furthermore, you will learn all the key counters in vSphere and vRealize Operations, understand their dependencies, and acquaint yourself with practical solutions to configure them for a healthy virtual environment. ...
Django Design Patterns and Best Practices
Learning how to write better Django code to build more maintainable websites either takes a lot of experience or familiarity with various design patterns. Filled with several idiomatic Django patterns, Django Design Patterns and Best Practices accelerates your journey into the world of web development. Discover a set of common design problems, each tackling aspects of Django including model design and Views, and learn several recommended solutions with useful code examples and illustrations. You'll also get to grips with the current best practices in the latest versions of Django and Python. Creating a successful web application involves much more than Django, so advanced topics including REST, testing, debugging, security, and deployment are also explored in detail. ...
Learning how to write better Django code to build more maintainable websites either takes a lot of experience or familiarity with various design patterns. Filled with several idiomatic Django patterns, Django Design Patterns and Best Practices accelerates your journey into the world of web development. Discover a set of common design problems, each tackling aspects of Django including model design and Views, and learn several recommended solutions with useful code examples and illustrations. You'll also get to grips with the current best practices in the latest versions of Django and Python. Creating a successful web application involves much more than Django, so advanced topics including REST, testing, debugging, security, and deployment are also explored in detail. ...
Social Media Mining with R
The growth of social media over the last decade has revolutionized the way individuals interact and industries conduct business. Individuals produce data at an unprecedented rate by interacting, sharing, and consuming content through social media. However, analyzing this ever-growing pile of data is quite tricky and, if done erroneously, could lead to wrong inferences. By using this essential guide, you will gain hands-on experience with generating insights from social media data. This book provides detailed instructions on how to obtain, process, and analyze a variety of socially-generated data while providing a theoretical background to help you accurately interpret your findings. You will be shown R code and examples of data that can be used as a springboard as you get the chance to undertake your own analyses of business, social, or political data. ...
The growth of social media over the last decade has revolutionized the way individuals interact and industries conduct business. Individuals produce data at an unprecedented rate by interacting, sharing, and consuming content through social media. However, analyzing this ever-growing pile of data is quite tricky and, if done erroneously, could lead to wrong inferences. By using this essential guide, you will gain hands-on experience with generating insights from social media data. This book provides detailed instructions on how to obtain, process, and analyze a variety of socially-generated data while providing a theoretical background to help you accurately interpret your findings. You will be shown R code and examples of data that can be used as a springboard as you get the chance to undertake your own analyses of business, social, or political data. ...
Python 3 Text Processing with NLTK 3 Cookbook
This book will show you the essential techniques of text and language processing. Starting with tokenization, stemming, and the WordNet dictionary, you'll progress to part-of-speech tagging, phrase chunking, and named entity recognition. You'll learn how various text corpora are organized, as well as how to create your own custom corpus. Then, you'll move onto text classification with a focus on sentiment analysis. And because NLP can be computationally expensive on large bodies of text, you'll try a few methods for distributed text processing. Finally, you'll be introduced to a number of other small but complementary Python libraries for text analysis, cleaning, and parsing. ...
This book will show you the essential techniques of text and language processing. Starting with tokenization, stemming, and the WordNet dictionary, you'll progress to part-of-speech tagging, phrase chunking, and named entity recognition. You'll learn how various text corpora are organized, as well as how to create your own custom corpus. Then, you'll move onto text classification with a focus on sentiment analysis. And because NLP can be computationally expensive on large bodies of text, you'll try a few methods for distributed text processing. Finally, you'll be introduced to a number of other small but complementary Python libraries for text analysis, cleaning, and parsing. ...
Raspberry Pi Projects for Kids
Technology today is growing rapidly, with all sorts of cool gadgets, applications, and games made thanks to the rise of computer programming. The Raspberry Pi is a crafty device that has promoted the teaching of basic computer science in schools, catching the attention of both young and old. Although learning to program offers a unique set of skills that allows you to explore your creative side, it has its own challenges, which may mean you will need a helping hand. This handy guide will launch you into the world of computer programming by showing you how to build your own amazing applications. Raspberry Pi Projects for Kids contains several awesome projects for you to get hands-on with, including creating your own games, crafting your own simple electronics, and making your own interactive map. By learning how to use Scratch and Python in your programming, you will be a computer scientist in no time! ...
Technology today is growing rapidly, with all sorts of cool gadgets, applications, and games made thanks to the rise of computer programming. The Raspberry Pi is a crafty device that has promoted the teaching of basic computer science in schools, catching the attention of both young and old. Although learning to program offers a unique set of skills that allows you to explore your creative side, it has its own challenges, which may mean you will need a helping hand. This handy guide will launch you into the world of computer programming by showing you how to build your own amazing applications. Raspberry Pi Projects for Kids contains several awesome projects for you to get hands-on with, including creating your own games, crafting your own simple electronics, and making your own interactive map. By learning how to use Scratch and Python in your programming, you will be a computer scientist in no time! ...
Oracle Primavera P6 Version 8
Get a detailed overview of Oracle Primavera P6 Enterprise Project Portfolio Management. Manage your projects from just anywhere using simple e-mail and the P6 iPhone app. Learn to create a new project in the P6 Professional Client. Integrate Primavera P6 with three main ERP systems: Oracle EBS, JD Edwards, and PeopleSoft. ...
Get a detailed overview of Oracle Primavera P6 Enterprise Project Portfolio Management. Manage your projects from just anywhere using simple e-mail and the P6 iPhone app. Learn to create a new project in the P6 Professional Client. Integrate Primavera P6 with three main ERP systems: Oracle EBS, JD Edwards, and PeopleSoft. ...