Peer-To-Peer Query Processing over Multidimensional Data

Applications that require a high degree of distribution and loosely-coupled connectivity are ubiquitous in various domains, including scientific databases, bioinformatics, and multimedia retrieval. In

Colour over 45 pages of adorable kawaii and chibi characters in this super-cute colouring book.Enjoy a little break with this pocket-size colouring paradise! Prepare to be enchanted!Mangatopia: Tiny Kawaii opens the door to a miniature world of wonder, inviting you to colour your way through adorably small kawaii and chibi characters. Peer into a happy realm of petite treats, squee-worthy animals, smiling houseplants and silly sushi rolls drawn in whimsical Japanese styles.- Discover more than 45 pages of art teeming with tiny delights and pint-size cuteness- Use crayons, gel pens, or even watercolours to bring this joyful little world to lifeFrom teensy tea parties to candy shops in minuscule towns, Mangatopia: Tiny Kawaii is a celebration of all things small and sweet!

In the increasingly complex and combative arena of copyright in the digital age, record companies sue college students over peer-to-peer music sharing, YouTube removes home movies because of a song pl

This intimate and honest book addresses the root causes of purity issues. Many who have given in to the power of peer pressure and the lure of distorted cultural values will find hope and courage to start over again.

Aneesa and her family are getting ready to celebrate Diwali. But this year is extra-special. It's baby Ameera's first ever Diwali and older sister Ameera is on hand to show her exactly what to do, and what every part of the celebration means and why it is so magical. This is a perfect introduction to Diwali for young children, with 144 flaps to peer behind and discover more details about the festival. Buy special Diwali swets with dad and cook up a feast in the kitchen with Grandma and Grandpa. Get the house ready and decorated and make rangoli patterns with cousins. This is a book to pore over and bring out every year.

In the era of 'Algorithmic Medicine, ' the integration of Artificial Intelligence (AI) in healthcare holds immense potential to address critical challenges faced by the industry. Drawing upon the expertise and experience of the authors in medicine, data science, medical informatics, administration, and entrepreneurship, this textbook goes beyond theoretical discussions to outline practical steps for transitioning AI from the experimental phase to real-time clinical integration. Using the Translational Science methodology, each chapter of the book concisely and perspicuously addresses the key issues associated with AI implementation in healthcare. Covering technical, clinical, ethical, regulatory, and legal considerations, the authors present evidence-based solutions and frameworks to overcome these challenges. Engaging case studies and a literature review of peer-reviewed studies and official documents from reputed organizations provide a balanced perspective, bridging the gap between

Over the past century, the Everglades has been dramatically altered by drainage and water management infrastructure intended to improve flood management, urban water supply, and agricultural production. Less than half of the original Everglades remain, and these remnants compete for water with urban and agricultural interests, all the while being impaired by contaminated runoff. The Comprehensive Everglades Restoration Plan (CERP) was established in 2000 as a joint effort by the state and federal government to reverse the decline of the ecosystem. The multibillion project aims to restore the ecosystem over the course of 30 to 40 years by reestablishing the natural hydrological characteristics of the Everglades where feasible and ultimately creating a water system that serves both the natural and human needs of South Florida. Since 2004, a National Academies committee has provided a series of independent, peer-reviewed assessments of CERP progress. Implementation of CERP projects has oc

An in-depth overview of an emerging field that brings together high-performance computing, big data processing, and deep lLearning. Over the last decade, the exponential explosion of data known as big data has changed the way we understand and harness the power of data. The emerging field of high-performance big data computing, which brings together high-performance computing (HPC), big data processing, and deep learning, aims to meet the challenges posed by large-scale data processing. This book offers an in-depth overview of high-performance big data computing and the associated technical issues, approaches, and solutions. The book covers basic concepts and necessary background knowledge, including data processing frameworks, storage systems, and hardware capabilities; offers a detailed discussion of technical issues in accelerating big data computing in terms of computation, communication, memory and storage, codesign, workload characterization and benchmarking, and system deplo

A guide for research economists: how to write papers, give talks, navigate the peer-review process, advise students, and more. Newly minted research economists are equipped with a PhD’s worth of technical and scientific expertise but often lack some of the practical tools necessary for “doing economics.” With this book, economics professor Marc Bellemare breaks down the components of doing research economics and examines each in turn: communicating your research findings in a paper; presenting your findings to other researchers by giving a talk; submitting your paper to a peer-reviewed journal; funding your research program through grants (necessary more often than not for all social scientists); knowing what kind of professional service opportunities to pursue; and advising PhD, master’s, and undergraduate students. With the increasing data availability and decreasing computational costs, economics has taken an empirical turn in recent decades. Academic economics is no longer the

When a girl and her grandfather put their hearts into sprucing up an old bike by hand, neighborhood kids are less than kind in this tender story about bullying, peer pressure, and feeling the freedom to express yourself.Needing something to fill up her summer days, Joy seeks out her granddad, who also likes to tinker, for something to do. Together they find the perfect project: sprucing up an old bike for Joy. From hardware stores to garage sales, the two find everything they need to transform this bike, little by little, into something that’s truly one of a kind. Ornamented with sparkles, a basket, and a brand-new bell, the bike is finally ready for Joy to ride it all over the neighborhood, filling the air with her own kind of music that exudes JOY.But when a few kids take notice of Joy’s bike, and not in a good way, Joy makes an impulsive decision that ruins the dazzling bike she and Granddad worked so hard on. Joy realizes quickly, however, that trying to fit in can be boring, and i

The term 'tinnitus' is searched over 110,000+ times every month. Unfortunately, much of the information readily available through internet searches is inaccurate, whereas most evidence-based information is only available through peer-reviewed journal articles often containing dense scientific jargon. Tinnitus: Advances in Prevention, Assessment, and Management aims to bridge this gap by providing up-to-date and evidence-based information on tinnitus prevention, assessment, and management.Presented in a quick, easy-to-read format, this text offers a practical and handy resource for busy practitioners and health profession students, as well as individuals with bothersome tinnitus. Each section contains short chapters providing accessible overviews of research related to tinnitus and hyperacusis. Section I delves into various approaches for prevention of hearing loss and tinnitus.Section II covers tinnitus assessment, while Section III introduces readers to a range of tinnitus management

The volume has as primary focus multidimensional gas chromatography (heart-cutting systems, comprehensive 2D-GC systems and hybrid solutions) and its characteristic features for in depth investigation of complex fractions of odor-active volatiles. Contributions, from outstanding researchers in the field from Academia and industry, cover fundamentals aspects on the physiology of olfaction, the strategies to identify key-odorants from the bulk of detectable volatiles (sensomics), the principles of operation of multidimensional analytical platforms (i.e., comprehensive two-dimensional gas chromatography - GC脙C; heart-cut 2D-GC, hybrid systems), and the fundamental role of mass spectrometry in providing reliable and informative data. Insights on new systems design and configurations are also provided, including sample preparation and data processing strategies, as important steps of the whole analytical process. Real-world examples cover food volatiles, complex aroma mixtures, odors emitte

There are so many roadblocks in Central Africa that it is hard to find a road that does not have one. Based on research in the Democratic Republic of Congo (DRC) and the Central African Republic (CAR), Peer Schouten maps more than a thousand of these roadblocks to show how communities, rebels and state security forces forge resistance and power out of control over these narrow points of passage. Schouten reveals the connections between these roadblocks in Central Africa and global supply chains, tracking the flow of multinational corporations and UN agencies alike through them, to show how they encapsulate a form of power, which thrives under conditions of supply chain capitalism. In doing so, he develops a new lens through which to understand what drives state formation and conflict in the region, offering a radical alternative to explanations that foreground control over minerals, territory or population as key drivers of Central Africa's violent history.

There are so many roadblocks in Central Africa that it is hard to find a road that does not have one. Based on research in the Democratic Republic of Congo (DRC) and the Central African Republic (CAR), Peer Schouten maps more than a thousand of these roadblocks to show how communities, rebels and state security forces forge resistance and power out of control over these narrow points of passage. Schouten reveals the connections between these roadblocks in Central Africa and global supply chains, tracking the flow of multinational corporations and UN agencies alike through them, to show how they encapsulate a form of power, which thrives under conditions of supply chain capitalism. In doing so, he develops a new lens through which to understand what drives state formation and conflict in the region, offering a radical alternative to explanations that foreground control over minerals, territory or population as key drivers of Central Africa's violent history.

This Element describes for the first time the database of peer review reports at PLOS ONE, the largest scientific journal in the world, to which the authors had unique access. Specifically, this Element presents the background contexts and histories of peer review, the data-handling sensitivities of this type of research, the typical properties of reports in the journal to which the authors had access, a taxonomy of the reports, and their sentiment arcs. This unique work thereby yields a compelling and unprecedented set of insights into the evolving state of peer review in the twenty-first century, at a crucial political moment for the transformation of science. It also, though, presents a study in radicalism and the ways in which PLOS's vision for science can be said to have effected change in the ultra-conservative contemporary university. This title is also available as Open Access on Cambridge Core.

This state-of-the-art account unifies material developed in journal articles over the last 35 years, with two central thrusts: It describes a broad class of system models that the authors call 'stochastic processing networks' (SPNs), which include queueing networks and bandwidth sharing networks as prominent special cases; and in that context it explains and illustrates a method for stability analysis based on fluid models. The central mathematical result is a theorem that can be paraphrased as follows: If the fluid model derived from an SPN is stable, then the SPN itself is stable. Two topics discussed in detail are (a) the derivation of fluid models by means of fluid limit analysis, and (b) stability analysis for fluid models using Lyapunov functions. With regard to applications, there are chapters devoted to max-weight and back-pressure control, proportionally fair resource allocation, data center operations, and flow management in packet networks. Geared toward researchers and grad

This three-volume encyclopedia is the most comprehensive and up-to-date resource on African politics ever produced. In over 100 peer-reviewed entries, readers will find authoritative overviews of the key methodologies and approaches, as well as all of the major topics in African politics, one of the fastest growing and most dynamic areas of political science. Under the editorial directorship of Nic Cheeseman and associate editors Rita Abrahamsen, Gilbert M.Khadiagala, Peace A. Medie, Rachel Beatty Riedl, and Etienne Smith, the Oxford Encyclopedia of African Politics brings together world-leading researchers from Africa, the United States, and Europe. The Encyclopedia features cutting-edge articles on a remarkably broad range of topics, and particular areas of strength include: political institutions; identity politics and thesignificance of ethnicity and religion; the African state and its strengths and weaknesses; development politics; economic policy and management; ideas and ideolog

With its intuitive yet rigorous approach to machine learning, this text provides students with the fundamental knowledge and practical tools needed to conduct research and build data-driven products. The authors prioritize geometric intuition and algorithmic thinking, and include detail on all the essential mathematical prerequisites, to offer a fresh and accessible way to learn. Practical applications are emphasized, with examples from disciplines including computer vision, natural language processing, economics, neuroscience, recommender systems, physics, and biology. Over 300 color illustrations are included and have been meticulously designed to enable an intuitive grasp of technical concepts, and over 100 in-depth coding exercises (in Python) provide a real understanding of crucial machine learning algorithms. A suite of online resources including sample code, data sets, interactive lecture slides, and a solutions manual are provided online, making this an ideal text both for grad

Seismic data must be interpreted using digital signal processing techniques in order to create accurate representations of petroleum reservoirs and the interior structure of the Earth. This book provides an advanced overview of digital signal processing (DSP) and its applications to exploration seismology using real-world examples. The book begins by introducing seismic theory, describing how to identify seismic events in terms of signals and noise, and how to convert seismic data into the language of DSP. Deterministic DSP is then covered, together with non-conventional sampling techniques. The final part covers statistical seismic signal processing via Wiener optimum filtering, deconvolution, linear-prediction filtering and seismic wavelet processing. With over sixty end-of-chapter exercises, seismic data sets and data processing MATLAB codes included, this is an ideal resource for electrical engineering students unfamiliar with seismic data, and for Earth Scientists and petroleum pr

Harry Potter fans contribute their immaterial and affective labor in multiple arenas: as peer-to-peer marketers via fan sites and social media; as participants in amateur fan festivals; or as activists for social change. Fans' participation in the Harry Potter universe has contributed to its success. This Element examines how fans' labor might continue to support the franchise for future readers. Starting with the context and theoretical frameworks that support a multidimensional analysis of the Harry Potter fan experience, this Element examines tensions between fans and Warner Bros., as fan participation tests the limits of corporate control.

Kafka Streams is a library designed to allow for easy stream processing of data flowing into a Kafka cluster. Stream processing has become one of the biggest needs for companies over the last few year

Tallinn Manual 2.0 expands on the highly influential first edition by extending its coverage of the international law governing cyber operations to peacetime legal regimes. The product of a three-year follow-on project by a new group of twenty renowned international law experts, it addresses such topics as sovereignty, state responsibility, human rights, and the law of air, space, and the sea. Tallinn Manual 2.0 identifies 154 'black letter' rules governing cyber operations and provides extensive commentary on each rule. Although Tallinn Manual 2.0 represents the views of the experts in their personal capacity, the project benefitted from the unofficial input of many states and over fifty peer reviewers.

Tallinn Manual 2.0 expands on the highly influential first edition by extending its coverage of the international law governing cyber operations to peacetime legal regimes. The product of a three-year follow-on project by a new group of twenty renowned international law experts, it addresses such topics as sovereignty, state responsibility, human rights, and the law of air, space, and the sea. Tallinn Manual 2.0 identifies 154 'black letter' rules governing cyber operations and provides extensive commentary on each rule. Although Tallinn Manual 2.0 represents the views of the experts in their personal capacity, the project benefitted from the unofficial input of many states and over fifty peer reviewers.

This book features peer reviewed contributions from across the disciplines on themes relating to protection of data and to privacy protection. The authors explore fundamental and legal questions, inve

This book provides a synthesis of research and best practices of how data should be presented to educators in order to optimize the effectiveness of data use. Synthesizing over 300 sources of peer-rev

Utilising both key mathematical tools and state-of-the-art research results, this text explores the principles underpinning large-scale information processing over networks and examines the crucial interaction between big data and its associated communication, social and biological networks. Written by experts in the diverse fields of machine learning, optimisation, statistics, signal processing, networking, communications, sociology and biology, this book employs two complementary approaches: first analysing how the underlying network constrains the upper-layer of collaborative big data processing, and second, examining how big data processing may boost performance in various networks. Unifying the broad scope of the book is the rigorous mathematical treatment of the subjects, which is enriched by in-depth discussion of future directions and numerous open-ended problems that conclude each chapter. Readers will be able to master the fundamental principles for dealing with big data over

Over the last four decades, American hospitals have seen a steady increase in children suffering from psychological disorders, peer violence, and suicide attempts. To figure out why this is happening

A fascinating flap book that tours the land, sea and skies to discover where weather comes from.With over 100 flaps to lift, children can peer into a thundercloud, follow the path of a hurricane and v

Learn how to write, tune, and port SQL queries and other statements for a Big Data environment, using Impala—the massively parallel processing SQL query engine for Apache Hadoop. The best practices in

Deliver rich audio and video real-time communication and peer-to-peer data exchange right in the browser, without the need for proprietary plug-ins. This concise hands-on guide shows you how to use th

This collection of peer-reviewed conference papers provides comprehensive coverage of cutting-edge research in topological approaches to data analysis and visualization. It encompasses the full range

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. Understanding and processing this new type of data to glean actionable patterns presents challenges and opportunities for interdisciplinary research, novel algorithms and tool development. Social Media Mining integrates social media, social network analysis, and data mining to provide a coherent platform to understand the basics and potentials of social media mining. It introduces the unique problems arising from social media data and presents fundamental concepts, emerging issues, and effective algorithms for network analysis and data mining. Suitable for use in advanced undergraduate and beginning graduate courses as well as professional short courses, the text contains exercises of different degrees of difficulty that improve understanding

Peer-to-peer systems are now widely used and have become the focus of attention for many researchers over the past decade. A number of algorithms for decentralized search, content distribution, and me

This book constitutes the refereed proceedings of the 6th International Conference on Data Management in Grid and Peer-to-Peer Systems, Globe 2013, held in Prague, Czech Republic, in August 2013 in co

Surviving Primary School! - Discover how to deal with peer pressure and find your true friends… It all started on one completely normal afternoon when Claire invited her friend Penny to come over to h

Compressive sensing is a new signal processing paradigm that aims to encode sparse signals by using far lower sampling rates than those in the traditional Nyquist approach. It helps acquire, store, fuse and process large data sets efficiently and accurately. This method, which links data acquisition, compression, dimensionality reduction and optimization, has attracted significant attention from researchers and engineers in various areas. This comprehensive reference develops a unified view on how to incorporate efficiently the idea of compressive sensing over assorted wireless network scenarios, interweaving concepts from signal processing, optimization, information theory, communications and networking to address the issues in question from an engineering perspective. It enables students, researchers and communications engineers to develop a working knowledge of compressive sensing, including background on the basics of compressive sensing theory, an understanding of its benefits and

A systematic program design method can help developers ensure the correctness and performance of programs while minimizing the development cost. This book describes a method that starts with a clear specification of a computation and derives an efficient implementation by step-wise program analysis and transformations. The method applies to problems specified in imperative, database, functional, logic and object-oriented programming languages with different data, control and module abstractions. Designed for courses or self-study, this book includes numerous exercises and examples that require minimal computer science background, making it accessible to novices. Experienced practitioners and researchers will appreciate the detailed examples in a wide range of application areas including hardware design, image processing, access control, query optimization and program analysis. The last section of the book points out directions for future studies.

A systematic program design method can help developers ensure the correctness and performance of programs while minimizing the development cost. This book describes a method that starts with a clear specification of a computation and derives an efficient implementation by step-wise program analysis and transformations. The method applies to problems specified in imperative, database, functional, logic and object-oriented programming languages with different data, control and module abstractions. Designed for courses or self-study, this book includes numerous exercises and examples that require minimal computer science background, making it accessible to novices. Experienced practitioners and researchers will appreciate the detailed examples in a wide range of application areas including hardware design, image processing, access control, query optimization and program analysis. The last section of the book points out directions for future studies.

With the signing in 1996 of the Comprehensive Nuclear Test Ban Treaty, interest has grown in forensic seismology: the application of seismology to nuclear test ban verification. This book, based on over 50 years of experience in forensic seismology research, charts the development of methods of seismic data analysis. Topics covered include: the estimation of seismic magnitudes, travel-time tables and epicentres; seismic signal processing; and the use of seismometer arrays. Fully illustrated with seismograms from explosions and earthquakes, the book demonstrates methods and problems of visual analysis. Each chapter provides exercises to help the reader familiarise themselves with practical issues in the field of forensic seismology, and figures and solutions to exercises are also available online. The book is a key reference work for academic researchers and specialists in the area of forensic seismology and Earth structure, and will also be valuable to postgraduates in seismology and s