“…Proceedings of the 2nd Workshop on Architectures and Systems for Big Data…”

“…Management of Big Data Systems'12 : proceedings of the 2012 Workshop on Management of Big Data Systems : September 21, 2012, San Jose, California, United States of America…”

Tabla de Contenidos: “…Big data and HR -- Navigating the skills gap and the shifting labor market -- An absolute good: education's value to workers and employers -- Tenure's effect on market performance -- Empowering employment: training, reskilling, and hiring for potential -- A better candidate experience -- Recruiting in the digital era -- Retaining talent in critical functions -- Investing in the most important asset…”

“…A groundbreaking, flexible approach to computer science and data science The Deitels’ Introduction to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and the Cloud offers a unique approach to teaching introductory Python programming, appropriate for both computer-science and data-science audiences. …”

“…Coverage Includes Creating a smarter workforce through big data and analytics More effectively optimizing supply chain processes Systematically improving financial forecasting Managing financial risk, increasing operational efficiency, and creating business value Reaching more B2B or B2C customers and deepening their engagement Optimizing manufacturing and product management processes Deploying your sales organization to increase revenue and effectiveness Achieving new levels of excellence in services delivery and reducing risk Transforming IT to enable wider use of analytics “Measuring the immeasurable” and filling gaps in imperfect data Whatever your industry or role, whether a current or future leader, analytics can make you smarter and more competitive. …”

Tabla de Contenidos: “…Cover; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Hadoop and HDInsight in a Heartbeat; Data is everywhere; Business value of big data; Hadoop concepts; Brief history of Hadoop; Core components; Hadoop cluster layout; HDFS overview; Writing a file to HDFS; Reading a file from HDFS; HDFS basic commands; YARN overview; YARN application life cycle; YARN workloads; Hadoop distributions; HDInsight overview; HDInsight and Hadoop relationship; Hadoop on Windows deployment options; Microsoft Azure HDInsight Service…”

Materias:

Materias: “…Big data…”

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Materias: “…Soziale Medien; Big Data; Demokratie; Teilhabe; Digitalisierung; Lateinamerika; Jugend; Politik; Entpolitisierung; social media; big data; democracy; participation; digitalization; Latin America…”

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“…This book explores activism, research and critique in the age of digital subjects and objects and Big Data capitalism after a digital turn said to have radically transformed our political futures. …”

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Tabla de Contenidos: “…6.3 Centralized DR Approaches 124 -- 6.3.1 Minimize Peak-to-Average Ratio 124 -- 6.3.2 Minimize Total Cost of Power Generation 125 -- 6.4 GameTheoretical Approaches 128 -- 6.4.1 Formulated Game 128 -- 6.4.2 GameTheoretical Approach 1: Locally Computed Smart Pricing 129 -- 6.4.3 GameTheoretical Approach 2: Semifixed Smart Pricing 131 -- 6.4.4 Mixed Approach: Mixed GA1 and GA2 132 -- 6.5 Precision and Truthfulness of the Proposed DR System 132 -- 6.6 Numerical and Simulation Results 132 -- 6.6.1 Settings 132 -- 6.6.2 Comparison of 1, 2 and GA1 135 -- 6.6.3 Comparison of Different Distributed Approaches 136 -- 6.6.4 The Impact from Energy Storage Unit 141 -- 6.6.5 The Impact from Increasing Renewable Energy 143 -- 6.7 Summary 145 -- 7 Intelligent Charging for Electric Vehicles-Scheduling in Battery Exchanges Stations 147 -- 7.1 Background and RelatedWork 147 -- 7.1.1 Background and Overview 147 -- 7.1.2 RelatedWork 149 -- 7.2 System Model 150 -- 7.2.1 Overview of the Studied System 150 -- 7.2.2 Mathematical Formulation 151 -- 7.2.3 Customer Estimation 152 -- 7.3 Load Scheduling Schemes for BESs 154 -- 7.3.1 Constraints for a BES si 154 -- 7.3.2 Minimizing PAR: Problem Formulation and Analysis 156 -- 7.3.3 Problem Formulation and Analysis for Minimizing Costs 156 -- 7.3.4 GameTheoretical Approach 159 -- 7.4 Simulation Analysis and Results 161 -- 7.4.1 Settings for the Simulations 161 -- 7.4.2 Impact of the Proposed DSM on PAR 163 -- 7.4.3 Evaluation of BESs Equipment Settings 164 -- 7.4.3.1 Number of Charging Ports 164 -- 7.4.3.2 Maximum Number of Fully Charged Batteries 164 -- 7.4.3.3 Preparation at the Beginning of Each Day 165 -- 7.4.3.4 Impact on PAR from BESs 166 -- 7.4.4 Evaluations of the GameTheoretical Approach 167 -- 7.5 Summary 169 -- 8 Big Data Analytics and Cloud Computing in the Smart Grid 171 -- 8.1 Background and Motivation 171 -- 8.1.1 Big Data Era 171 -- 8.1.2 The Smart Grid and Big Data 173 -- 8.2 Pricing and Energy Forecasts in Demand Response 174.…”

Tabla de Contenidos: “…Governing health data access and privacy: OECD experiences -- How we can work together on research and health big data: Strategies to ensure value and success -- Benchmarking system performance in caring for dementia -- Workshop agenda -- Executive summary -- The critical and complex challenge of dementia: Why governments must use big data to respond to the challenges of dementia -- Participants in the workshop -- Broad and deep data for dementia: Opportunities for care and cure, challenges and next steps -- Big data approaches to dementia: Opportunities and challenges -- Opportunities for businesses, foundations and stakeholders -- Foreword and Acknowledgments -- Acronyms and abbreviations…”

“…Complete guide to dealing with big data using MongoDB…”