Learn how to use Spark to process big data at speed and scale for sharper analytics. Put the principles into practice for faster, slicker big data projects. About This Book A quick way to get started with Spark – and reap the rewards From analytics to engineering your big data architecture, we've got it covered Bring your Scala and Java knowledge – and put it to work on new and exciting problems Who This Book Is For This book is for developers with little to no knowledge of Spark, but with a background in Scala/Java programming. It's recommended that you have experience in dealing and working with big data and a strong interest in data science. What You Will Learn Install and set up Spark in your cluster Prototype distributed applications with Spark's interactive shell Perform data wrangling using the new DataFrame APIs Get to know the different ways to interact with Spark's distributed representation of data (RDDs) Query Spark with a SQL-like query syntax See how Spark works with big data Implement machine learning systems with highly scalable algorithms Use R, the popular statistical language, to work with Spark Apply interesting graph algorithms and graph processing with GraphX In Detail When people want a way to process big data at speed, Spark is invariably the solution. With its ease of development (in comparison to the relative complexity of Hadoop), it's unsurprising that it's becoming popular with data analysts and engineers everywhere. Beginning with the fundamentals, we'll show you how to get set up with Spark with minimum fuss. You'll then get to grips with some simple APIs before investigating machine learning and graph processing – throughout we'll make sure you know exactly how to apply your knowledge. You will also learn how to use the Spark shell, how to load data before finding out how to build and run your own Spark applications. Discover how to manipulate your RDD and get stuck into a range of DataFrame APIs. As if that's not enough, you'll also learn some useful Machine Learning algorithms with the help of Spark MLlib and integrating Spark with R. We'll also make sure you're confident and prepared for graph processing, as you learn more about the GraphX API. Style and approach This book is a basic, step-by-step tutorial that will help you take advantage of all that Spark has to offer.
An introduction to next-generation web technologies This is a comprehensive, candid introduction to Web 2.0 for every executive, strategist, technical professional, and marketer who needs to understand its implications. The authors illuminate the technologies that make Web 2.0 concepts accessible and systematically identify the business and technical best practices needed to make the most of it. You’ll gain a clear understanding of what’s really new about Web 2.0 and what isn’t. Most important, you’ll learn how Web 2.0 can help you enhance collaboration, decision-making, productivity, innovation, and your key enterprise initiatives. The authors cut through the hype that surrounds Web 2.0 and help you identify the specific innovations most likely to deliver value in your organization. Along the way, they help you assess, plan for, and profit from user-generated content, Rich Internet Applications (RIA), social networking, semantic web, content aggregation, cloud computing, the Mobile Web, and much more. This is the only book on Web 2.0 that: Covers Web 2.0 from the perspective of every participant and stakeholder, from consumers to product managers to technical professionals Provides a view of both the underlying technologies and the potential applications to bring you up to speed and spark creative ideas about how to apply Web 2.0 Introduces Web 2.0 business applications that work, as demonstrated by actual Cisco® case studies Offers detailed, expert insights into the technical infrastructure and development practices raised by Web 2.0 Previews tomorrow’s emerging innovations—including “Web 3.0,” the Semantic Web Provides up-to-date references, links, and pointers for exploring Web 2.0 first-hand Krishna Sankar, Distinguished Engineer in the Software Group at Cisco, currently focuses on highly scalable Web architectures and frameworks, social and knowledge graphs, collaborative social networks, and intelligent inferences. Susan A. Bouchard is a senior manager with US-Canada Sales Planning and Operations at Cisco. She focuses on Web 2.0 technology as part of the US-Canada collaboration initiative. Understand Web 2.0’s foundational concepts and component technologies Discover today’s best business and technical practices for profiting from Web 2.0 and Rich Internet Applications (RIA) Leverage cloud computing, social networking, and user-generated content Understand the infrastructure scalability and development practices that must be address-ed for Web 2.0 to work Gain insight into how Web 2.0 technologies are deployed inside Cisco and their business value to employees, partners, and customers This book is part of the Cisco Press® Fundamentals Series. Books in this series introduce networking professionals to new networking technologies, covering network topologies, example deployment concepts, protocols, and management techniques. Category: General Networking Covers: Web 2.0
Secure a wireless Local Area Network with guidance from Cisco Systems experts. Showing how to use tools such as security checklists, design templates, and other resources to ensure WLAN security, this book illustrates security basics, standards, and vulnerabilities, and provides examples of architecture, design, and best practices.
Learn how to use Spark to process big data at speed and scale for sharper analytics. Put the principles into practice for faster, slicker big data projects. About This Book A quick way to get started with Spark – and reap the rewards From analytics to engineering your big data architecture, we've got it covered Bring your Scala and Java knowledge – and put it to work on new and exciting problems Who This Book Is For This book is for developers with little to no knowledge of Spark, but with a background in Scala/Java programming. It's recommended that you have experience in dealing and working with big data and a strong interest in data science. What You Will Learn Install and set up Spark in your cluster Prototype distributed applications with Spark's interactive shell Perform data wrangling using the new DataFrame APIs Get to know the different ways to interact with Spark's distributed representation of data (RDDs) Query Spark with a SQL-like query syntax See how Spark works with big data Implement machine learning systems with highly scalable algorithms Use R, the popular statistical language, to work with Spark Apply interesting graph algorithms and graph processing with GraphX In Detail When people want a way to process big data at speed, Spark is invariably the solution. With its ease of development (in comparison to the relative complexity of Hadoop), it's unsurprising that it's becoming popular with data analysts and engineers everywhere. Beginning with the fundamentals, we'll show you how to get set up with Spark with minimum fuss. You'll then get to grips with some simple APIs before investigating machine learning and graph processing – throughout we'll make sure you know exactly how to apply your knowledge. You will also learn how to use the Spark shell, how to load data before finding out how to build and run your own Spark applications. Discover how to manipulate your RDD and get stuck into a range of DataFrame APIs. As if that's not enough, you'll also learn some useful Machine Learning algorithms with the help of Spark MLlib and integrating Spark with R. We'll also make sure you're confident and prepared for graph processing, as you learn more about the GraphX API. Style and approach This book is a basic, step-by-step tutorial that will help you take advantage of all that Spark has to offer.
The application of metal cutting fluids is an integral part of industrial machining operations. Minimum quantity lubrication (MQL) is the latest form of cutting fluid application method currently used by several manufacturing organizations. This book consolidates all the available knowledge in terms of the application of different processes as well as materials in a concise fashion in one reference resource. Sustainable Machining Using MQL Application of Cutting Fluids offers a detailed discussion of the MQL mechanism in cutting fluid applications. It highlights the influence of MQL parameters on different workpiece materials and provides sound explanations along with photographs for all technical reasonings. The book presents the usage of both micro and nano cutting fluids in machining for sustainability while it also captures the knowledge in the field including the recent research outputs, as it illustrates a comprehensive coverage of MQL practical application. This book should be on the bookshelf of industrial engineers, those working in production and manufacturing, process designers, tool material designers, cutting tool designers, and quality specialists. Researchers, senior undergraduate students, and graduate students will also find this book full of very helpful reference information.
ICSSCCET 2015 will be the most comprehensive conference focused on the various aspects of advances in Systems, Science, Management, Medical Sciences, Communication, Engineering, Technology, Interdisciplinary Research Theory and Technology. This Conference provides a chance for academic and industry professionals to discuss recent progress in the area of Interdisciplinary Research Theory and Technology. Furthermore, we expect that the conference and its publications will be a trigger for further related research and technology improvements in this important subject. The goal of this conference is to bring together the researchers from academia and industry as well as practitioners to share ideas, problems and solutions relating to the multifaceted aspects of Interdisciplinary Research Theory and Technology.
This second edition brings paediatricians and trainees fully up to date with the latest developments in the rapidly changing field of paediatric cardiology. Beginning with clinical assessment and diagnostic tools such as chest X-Ray and ECG, the following chapters discuss different disorders and diseases encountered in children, from hypertension and arrhythmias, to rheumatic fever, myocardial disease and Kawasaki disease. The final section provides dosages for numerous drugs. The new edition has been fully updated and includes more than 200 images, illustrations and tables to enhance learning. Each chapter includes an extensive reference section or suggested reading for further information. Key points New edition presenting latest developments in paediatric cardiology Covers diagnostic tools, and numerous diseases and disorders Final section presents detailed drug dosage information Previous edition published in 2008
In This Book A Deep Analysis Has Been Made Of The Several Invasions Of India, The Wars That Were Fought After Independence, The Counter-Insurgency, Internal Security And Peace-Keeping Operations Carried Out, And Focused Attention On The More Important Lessons That Should Be Learnt From These, To Ensure It As The Freedom Of The Countr Is Never Against Jeopardised.
About the Book MUSICIAN AND ACTIVIST T.M. KRISHNA INVESTIGATES THE HISTORY OF THE MRDANGAM AND MEETS THE INVISIBLE KEEPERS OF A TRADITION: THE MRDANGAM MAKERS. The mrdangam is an integral part of the Karnatik stage, its primary percussion instrument. Yet—startling as this is—the instrument as we know it is only a century old. T.M. Krishna investigates the history of the mrdangam and meets the invisible keepers of a tradition: the mrdangam makers. The making process is an intellectually, aesthetically and physically taxing one. From acquiring the skins for the circular membranes and straps to the wood for the drum, from curing the material to the final construction, and at the end of it all, making sure that it has the tone that the mrdangam player wants, mrdangam-making is also a highly nuanced operation at every stage. While several artists have been credited with the evolution of the instrument, including the stalwart Palghat Mani Iyer, none of them had knowledge of a fundamental aspect of the making: hide. The quality of the hide and how it is cured, cut, stretched, bound and braided impacts the tone, timbre and sound of the instrument. This requires a highly tuned ear and an ability to translate abstract ideas expressed by musicians into the corporeal reality of a mrdangam. Yet, their contribution to the art of the mrdangam is dismissed as labour and repair—when it is spoken of at all. There are legendary mrdangam players, yes; there are also distinguished mrdangam makers, many of them from Dalit Christian communities, who remain on the fringes of the Karnatik community. Sebastian and Sons explores the world of these artists, their history, lore and lived experience to arrive at a more organic and holistic understanding of the music that the mrdangam makes.
The Book Is Divided Into 9 Chapters Such As-Introudction, Food Plants Of Oak Tasar Silkworm, Oak Propogation, Disease And Pest Management In Oak, Biography Of Oak Tasar Silkworm, Silkworm Rearing And Ethnology, Silkworm Seed Technology, Silkworm Rearing Technology, Ilk Reeling And Spinning. 4 Appendices, Index.
The current book on Domestic Enquiry covers, defines and describes all relevant topics in required detail. Case Laws have been mentioned selectively to emphasize the points wherever required. Specimen copies of Delegation of Authority, Charge-sheet, Dismissal and Discharge Letters etc. have also been given. The book will be of good use to Managers, Administrators, Legal Professionals & Management Students specializing in Human Resources and Personnel & Industrial Relations. DOMESTICS ENQUIRY : A QUASI-JUDICIAL FUNCTIONTHEORIES OF NATURAL JUSTICE (JUS NATURALE)IMPORTANT TERMS RELATED TO DOMESTIC ENQUIRYROLE OF ENQUIRY OFFICER, PRESENTING OFFICER AND PUNISHING AUTHORITYEVIDENCES AND WITNESSES IN DOMESTIC ENQUIRYPROCEDURE OF DOMESTIC ENQUIRYREINSTATEMENT AND COMPENSATIONPROVISIONS OF ACTS APPLICABLE TO DOMESTIC ENQUIRY
Contents: Indian Health Care System, Health Care Marketing: An Overview, Methodology of the Study, Profile of the Selected Corporate Hospitals, An Empirical Study, Conclusions and Suggestions.
This book explains in depth the issues and challenges faced by rice farmers in India in relation to production and productivity, and the possible adaptation strategies to climate change. Based on five years of groundbreaking research on emerging trends in cultivation in major rice growing regions in India, it begins by describing production and yield trends across different rice growing regions. It then offers a comprehensive review of relevant literature and the quantification methodologies and approaches used to analyze the impact of climate change. The book also analyzes climate change impacts on rice productivity and production, applying field-tested quantification methods, such as the Just-Pope production function where time series and cross-section data are simultaneously used for all regions. The results are presented for five geographical regions of India – northern, eastern, western, central and southern – for better comparison and readability. The analyses cover scenarios for both mid-century (2021–2050) and end-century (2071–2100), and in the context of climate change, they also incorporate both medium and high carbon emission scenarios. Thus the future rice production and productivity trends are clearly projected for making necessary interventions. Lastly, the book outlines the essentials of an enabling environment policy and discusses the institutional and policy options necessary to ensure sustainable rice production in India. It also makes the case for introducing appropriate and affordable adaptation strategies to support farmers in different rice-growing regions. The cost–benefit analysis of strategies presented in this book provides an invaluable tool for officials at agriculture departments planning up-scaling of agricultural productivity. The projections are also useful for policy makers and planners developing future investment plans to support rice production in their country. Overall, this book is of interest to a wide audience, including professionals and business enterprises dealing with rice, as well as to academic researchers and students.
This book covers conventional clinical treatment methods for handling bone, cartilage, and related disorders along with their limitations and highlights the current state of the art of tissue engineering as an alternative for regenerating such defective tissue. Potential biomimetic scaffolding materials and their development, desired properties, modifications, and optimizations are described. The design and advancement in fabrication, characterization, properties, and biological functions of scaffolds, their integration with stem cells, and various bioreactor systems for tissue regeneration are presented. It further reviews in vitro and in vivo (pre-clinical) assessments of tissue constructs, involved translational challenges, and strategies in various stages of neo-tissue production. Features: Discusses the key aspects of generating engineered bone, cartilage, and associated tissues through tissue engineering approach Describes multiple engineering principles, and processes involved in the various stages of developing biomaterials and scaffolds Covers integration of stem cells with scaffolds, including assessment of tissue grafts, and translational strategy Explores key factors influencing tissue graft generation in bioreactors and challenges involved in various stages Includes several exercises including review questions and numerical problems for better understanding of the subject This book is aimed at researchers, students, and professionals in biomedical engineering, tissue engineering, stem cells, biomaterials, and orthopaedics.
ICCCEG 2015, is a main annual research conference aimed at presenting current research being carried out. The idea of the conference is for the scientists, scholars, engineers and students from the Universities all around the world and the industry to present ongoing research activities, and hence to foster research relations between the Universities and the industry.
This book uses a novel approach to clinical sleep medicine by examining real patient stories, workups and outcomes to illustrate common and not-so-common sleep-wake disorders. These case studies are complemented by high quality figures, photography and video clips.
The book covers various methods of characterization of advanced materials commonly used in engineering including understanding of the working principle and applicability of devices. It explores the techniques implemented for advanced materials like superalloys, thin films, powders, nanocomposites, polymers, shape memory alloys, high entropy alloys, and so on. Major instruments covered include X-ray diffraction, near-field scanning optical microscopy Raman, X-ray photospectroscopy, ultraviolet-visible-near-infrared spectrosphotometer, Fourier-transform infrared spectroscopy, differential scanning calorimeter, profilometer, and thermogravimetric analysis. Features: Covers material characterization techniques and the development of advanced characterization technology Includes multiple length scale characterization approaches for a large variety of materials, from nano- to micron-scale, as well as their constraints Discusses advanced material characterization technology in the microstructural and property characterization fields Reviews both practical and theoretical explanations of approaches for characterizing microstructure and properties Offers fundamentals, basic instrumentation details, experimental approaches, analyses, and applications with case studies This book is aimed at graduate students and researchers in materials science and engineering.
This book argues that embeddedness and community participation bring unique propositions for social entrepreneurship to foster social inclusion. It uncovers the role of local knowledge and grassroots level innovations to create necessary environment for the positive social change to roll. Social enterprises have proven to reduce drudgery of poor and excluded by offering creative and innovative solutions for long standing social problems. The grassroots level creative problem solving mechanisms they initiate travel through a variety of local dynamics and cultural contexts. However, social innovations quite often do not achieve their intended results, especially when they fail to understand the local contexts and embed themselves in such dynamism. In this background, the book attempts to understand and analyse the 'connect' between the social innovations and local dynamism. It argues that the community-driven innovation management which is based on local knowledge inspires the social entrepreneurial process and builds capacities and infrastructure to foster social inclusion. Each chapter in this book offers development scholars rich narration about how social problems have been approached, addressed, and altered through rich insights from communities and the social entrepreneurial teams.
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