...Paper on Big Data and Hadoop Harshawardhan S. Bhosale1, Prof. Devendra P. Gadekar2 1 Department of Computer Engineering, JSPM’s Imperial College of Engineering & Research, Wagholi, Pune Bhosale.harshawardhan186@gmail.com 2 Department of Computer Engineering, JSPM’s Imperial College of Engineering & Research, Wagholi, Pune devendraagadekar84@gmail.com Abstract: The term ‘Big Data’ describes innovative techniques and technologies to capture, store, distribute, manage and analyze petabyte- or larger-sized datasets with high-velocity and different structures. Big data can be structured, unstructured or semi-structured, resulting in incapability of conventional data management methods. Data is generated from various different sources and can arrive in the system at various rates. In order to process these large amounts of data in an inexpensive and efficient way, parallelism is used. Big Data is a data whose scale, diversity, and complexity require new architecture, techniques, algorithms, and analytics to manage it and extract value and hidden knowledge from it. Hadoop is the core platform for structuring Big Data, and solves the problem of making it useful for analytics purposes. Hadoop is an open source software project that enables the distributed processing of large data sets across clusters of commodity servers. It is designed to scale up from a single server to thousands of machines, with a very high degree of fault tolerance. Keywords -Big Data, Hadoop, Map...
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...2007 Abstract:- Small Business Enterprises (SBE's) play a major role in the world economy, and their contribution to economic and employment growth is widely recognized. Based on the SBE role as an economic engine to drive global development, this research seeks to understand the practices and activities of these enterprises in terms of electronic marketing (Achieving marketing objectives and functions through the use of electronic communication technology), marketing performance and the effectiveness of industrial and trade SBE’s. In order to do this a comparative study is made between SBE’s in Egypt (developing) and the UK (developed). The main aim of this work is to identify links between the conceptual framework and empirical analysis in this field because they appear to be highly integrated, and if reviewed separately may present distorted results. A triangulation approach will be used in which quantitative and qualitative data will be collected through structured mailed questionnaires and semi-structured interviews to address different levels of investigation, test the hypotheses and address the central research...
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...The impact of Social Media Addiction on an Individual’s Social Life & Mental Health and the factors that causes Social Media Addiction Anku Sherpa ACADEMIC YEAR 2014 Data Driven Decision Making Stamford International University ABSTRACT The purpose of this research is to understand the factors that causes Social media addiction and the impacts of Social media addiction on the social life and mental health of its users. The research will be conducted amongst users of Social media in Thailand and will highlight whether Socio Demographic factors such as age, gender, level of education and marital status influence Social media addiction. The respondents for the study will be chosen through non probability – convenience sampling and the research will focus on only quantitative approach. Lastly, the research study will also attempt to illustrate whether there is a relationship between Social media addiction and Human interaction and Mental health. ACKNOWLEDGEMENTS This Thesis would not have been completed with the continual support of our facilitator Dr. Apitep Saekow and we would like to thank him for his continued support and guidance throughout the writing of this research study. Our sincere gratitude also towards the Stamford International University for providing us with an opportunity to conduct this research and providing us with the necessary resources through the Stamford Library. Our Special thanks also goes out to all our friends who helped us...
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...investigate Malaysia’s automobile cluster policy. We investigate whether the industrial cluster policy has been successful or not, suggest policy prescriptions, and propose a way to prioritize policy measures. Our flowchart approach leads to the following three policy prescriptions: (1) Malaysian firms should establish sites for exporting compact cars with automatic transmissions; (2) actors in the public, semi-public and private sector should work to upgrade skilled labor; and (3) the central government should promote liberalization and deregulation to attract foreign firms into the supporting industries. Keywords: Malaysia, automobile industry cluster, policy prescriptions, actors, deregulation JEL classification: G18, O18, R11 * Executive Vice President, Japan External Trade Organization (JETRO) E-mail: akifumi_kuchiki@ide.go.jp The Institute of Developing Economies (IDE) is a semigovernmental, nonpartisan, nonprofit research institute, founded in 1958. The Institute merged with the Japan External Trade Organization (JETRO) on July 1, 1998. The Institute conducts basic and comprehensive studies on economic and related affairs in all developing countries and regions, including Asia, the Middle East, Africa, Latin America, Oceania, and Eastern Europe. The views expressed in this publication are those of the author(s). expressed within. Publication does not imply endorsement by the Institute of Developing Economies of any of the views INSTITUTE OF DEVELOPING...
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...CHAPTER ONE: INTRODUCTION 1.1 INTRODUCTION Governments of all political leanings show an interest in their housing sectors, since housing touches people's lives directly. In socialist countries, governments take care of everything including housing. However, capitalist governments are also keen to improve their housing sectors. For instance, both Conservative and Labour governments in the United Kingdom have concentrated on housing at times of closely fought elections demonstrating how important politics has been to public housing investment. In the UK both Conservative and Labour parties attempt to draw as many voters as possible towards them at election time through highlighting this priority. However, despite this political attention to providing housing particularly in third world countries, several problems still face many countries such as providing infrastructures, education, and health care services and Jordan is one of these countries. One of the most important difficulties in Jordan is housing, which manifests itself in a shortage of housing as a result of insufficient finance where the expenditure ratio on housing in development plans decreased from 25.7% in 1970 to 9.1% in 1992 (General Committee of Planning, 1997). In addition, the General Council of Planning report highlights that there are also finance difficulties faced by the housing sector (General Council of Planning, 2002). This research deals with the housing problem in Jordan in general, and discusses...
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...of modern distributed technologies, such as multi-agent systems, the ontology issue has sometimes been considered secondary and related issues are underestimated. In this paper, we attempt to address the ontology issue in modern distributed services, and the various problems to be investigated, with special emphasis on eCommerce systems. Our paper illustrates how the semantic-web initiative integrates with ontology. It critically appraises existing solutions, and offers ideas for tackling major ontological issues in eServices. 1. Introduction Distributed systems is the future computing model. This fact is proved by the success of the client-server model and the recent extensions to that model. Maturity of cheap PC, networking and communication technologies contributed to the wide spread adoption of this model. The advent of Internet and the services developed for it gave solid successful examples of distributed systems, even when the underlying network is a hybrid network like the internet. In the next two sub-sections, we address two major technologies that will have significant impact on the future of distributed systems. 1.1 Web revolution and eServices The world wide web (W3) was one of the most...
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...Please use a separate sheet. This contains the following information: (For Ethics Review Committee use only) 1. 2. Reference Number– (to be provided by ZCHRD) Contact details of Program/Project leader (This indicates the name of the program and/or project leader, his/her designation or title in his/her agency, field of specialization and his/her mailing address, telephone and fax numbers. Indicate percentage time to be devoted to his/her research. A program leader is one who directly plans, organizes, supervises the over-all activities of an R and D, and is directly responsible for the conduct of one of the projects of said program. A project leader is one who directly plans, organizes and supervises, and conducts the implementation of a basic unit of...
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...Coping with Continuous Change in the Business Environment CHANDOS KNOWLEDGE MANAGEMENT SERIES Series Editor: Melinda Taylor (email: melindataylor@chandospublishing.com) Chandos’ new series of books are aimed at all those individuals interested in knowledge management. They have been specially commissioned to provide the reader with an authoritative view of current thinking. If you would like a full listing of current and forthcoming titles, please visit our web site www.chandospublishing.com or contact Hannah Grace-Williams on email info@chandospublishing.com or telephone number +44 (0) 1993 848726. New authors: we are always pleased to receive ideas for new titles; if you would like to write a book for Chandos, please contact Dr Glyn Jones on email gjones@chandospublishing.com or telephone number +44 (0) 1993 848726. Bulk orders: some organisations buy a number of copies of our books. If you are interested in doing this, we would be pleased to discuss a discount. Please contact Hannah Grace-Williams on email info@chandospublishing.com or telephone number +44 (0) 1993 848726. Coping with Continuous Change in the Business Environment Knowledge management and knowledge management technology ANTONIE BOTHA DERRICK KOURIE AND RETHA SNYMAN Chandos Publishing Oxford · England Chandos Publishing (Oxford) Limited TBAC Business Centre Avenue 4 Station Lane Witney Oxford OX28 4BN UK Tel: +44 (0) 1993 848726 Fax: +44 (0) 1865 884448 Email:...
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...Elaine Bell ⁎ Women and Children's Health Network, Adelaide, South Australia, Australia a r t i c l e i n f o s u m m a r y Objectives: To explore the impact organisational cultures have on the learning experience of student nurses and identify the influencing factors. Methods: A case study approach was used. The single case being a Defence School of Health Care Studies (DSHCS) and the multiple units of analysis: student nurses, the lecturers and Student Standing Orders. An in depth three dimensional picture was achieved using multiple data collection methods: interview, survey, observation and document analysis. Findings: The findings suggest that the DSHCS is perceived to be a sub-culture within a dominant civilian learning culture. Generally, the students and staff believed that the DSHCS is an excellent learning environment and that the defence students overall are high achievers. The common themes that appeared from the data were image, ethos, environment, discipline, support, welfare and a civilian versus military way of thinking. Conclusion: The learning experience of defence student nurses is very positive and enhanced by the positive learning culture of the civilian Higher Educational Institution. The factors influencing a positive learning experience that can be impacted by the overarching culture are discipline, image, ethos of adult learning, support and welfare. © 2013 Elsevier Ltd. All rights reserved. Article history: Accepted 19 February 2013 Keywords:...
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...Designers The primary role of systems analysts and designers is, of course, to produce a computer system solution to a problem that meets the customer’s requirements. This task can easily be so absorbing in itself that there is seemingly no time left over for thinking about the non-technical issues surrounding the introduction of a new IT system, much less for setting up a people project to address them. So even if the people project is not driven by analysts, designers, or even IT managers, it needs their active support. Many of the tasks carried out by analysts in the early stages of an IT development project have outputs that the people project will need to draw on. For example, the process of creating data models and data flow diagrams may raise questions of data ownership, which need to be fed to the people project to resolve, perhaps through a redefinition of rolesand responsibilities or the introduction of a new procedure. Likewise, if systems analysts have done a detailed assessment of costs and benefits, this will give the people project some idea of the messages they can use to sell the new IT system to users and managers. Analysts can also draw on the people project for valuable help in areas such as human–computer interface design, discussed in Chapter 15. The look and feel of the HCI can be one of the most significant factors in determining a user’s response to a system. The people project can help create the conditions in which HCI design can be done collaboratively...
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...and China. The Purpose: This Bachelor Thesis will examine the differences between the SwedishChinese business culture and how the cultural differences affect the Swedish B2B in China. The purpose is formulated by the basis of our main research questions; “How do Swedish B2B companies perceive the cultural differences between the Swedish and Chinese way of doing business?“ and “how do Swedish companies operating in China deal with business cultural diversity in China?” Theoretical Framework: The basis of our Bachelor Thesis examines the theories within cultural dimension. The theoretical framework is based on proven studies from e.g. Hofstede’s Five Dimensions, Trompenaars Cultural Diversity, CVS, the GLOBE Study, Cross-Cultural- Communication & Adaptation and Guanxi. Methodology: We have used an abductive approach with the basis of...
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...TABLE OF CONTENT Background 3 I. Current Situation 3 ♣ Current Performance 3 ♣ Strategic Posture 3 1. Mission 3 2. Objectives 3 3. Strategies 3 4. Policies 3 II. Corporate Governance 3 ♣ Board of Directors 3 ♣ Top Management 4 ♣ Shareholders 4 III. External Environment: Opportunities and Threats (SWOT) 4 ♣ Societal Environment (P.E.S.T Factors) 4 1. Political - Legal Factors 4 2. Economic Factors 4 3. Socio-cultural Factors 4 4. Technological Factors 4 ♣ Task Environment (Industry) 4 Porter’s Approach 4 1. Threat of New Entrants 5 2. Rivalry among Existing Firms 5 3. Threat of Substitute Products or Services 5 4. Bargaining Power of Buyers 6 5. Bargaining Power of Suppliers 6 6. Relative Power of Other Stakeholders 6 External Factor Analysis Summary EFAS (As Attached) 6 IV. Internal Environment: Strength and Weaknesses (SWOT) 6 ♣ Corporate Structure 6 ♣ Corporate Culture 6 ♣ Corporate Resources 6 1. Marketing 6 2. Finance 7 3. Research and Development 8 4. Operations and Logistics 8 5. Human Resources 8 6. Information Systems 8 Internal Factor Analysis Summary IFAS (As Attached) 8 V. Analysis of Strategic Factors (SWOT) 8 ♣ Situation Analysis 8 ♣ Review of Mission and Objectives 8 VI. Strategic Alternative and Recommended Strategy 8 ♣ Strategic Alternative 8 ♣ Recommended Strategy 9 VII. Implementation...
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...companies of today are not independent entities but part of a multi company, multi country global network of organizations and corporations. The rapid development in technology in both the manufacturing as well as the information sectors has increased the cost pressure and demand from customers [1]. Information technology (IT) has become a matter of serious concern for managements today. With developments in telecommunications there is an increasing trend for information systems to span boundaries between countries, organizations and the relatively separate components of large, geographically dispersed corporations. Traditional production – distribution schemes have been drastically changed over the years. The emergence of low-cost communications and information processing has made it possible for companies to revolutionize the way they operate internally, especially in distributing information throughout their organization on new and existing products, production and shipping schedules, engineering and technical requirements, and costs of manufacturing and distribution [2]. Despite the acknowledged importance of the use of IT in supply chain management (SCM), the number of studies assessing the use of IT in the supply chain context is limited. A study conducted by Forrester Research indicates that U.S. manufacturers are increasingly dependent on the benefits brought about by IT to: improve supply chain agility, reduce cycle time, achieve higher efficiency and deliver products...
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...Human Resource and Skill Requirements in the Electronics and IT Hardware Industry Study on mapping of human resource skill gaps in India till 2022 Human Resource and Skill Requirements in the Electronics and IT Hardware Industry Table of Contents 1. Environment Scanning and Competitiveness of Electronics and IT Hardware Industry...... 5 1.1. 1.2. 1.3. 1.4. 1.5. 1.6. 1.7. 1.8. 1.9. 1.10. 1.11. 1.12. 1.13. 2. Overview of the Global Electronics Industry.......................................................................... 5 Overview of Indian Electronics and IT Hardware sector........................................................ 6 Key segments in the Indian electronics hardware sector ........................................................ 8 Consumer Electronics ........................................................................................................... 10 IT Hardware .......................................................................................................................... 11 Telecommunication Equipment ............................................................................................ 13 Electronic Components ......................................................................................................... 14 Strategic Electronics ............................................................................................................. 15 Overview of Industrial Electronics and other products...
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...as Stream Computing, as the basis for a Fraud Detection solution. Indeed, we believe that this architecture will stimulate research, and more importantly organizations, to invest in Analytics and Statistical Fraud-Scoring to be used in conjunction with the already in-place preventive techniques. Therefore, in this research we explore different strategies to build a Streambased Fraud Detection solution, using advanced Data Mining Algorithms and Statistical Analysis, and show how they lead to increased accuracy in the detection of fraud by at least 78% in our reference dataset. We also discuss how a combination of these strategies can be embedded in a Stream-based application to detect fraud in real-time. From this perspective, our experiments lead to an average processing time of 111,702ms per transaction, while strategies to further improve the performance are discussed. Keywords: Fraud Detection, Stream Computing, Real-Time Analysis, Fraud, Data Mining, Retail Banking Industry, Data Preprocessing, Data Classification, Behavior-based Models, Supervised Analysis, Semi-supervised Analysis Sammanfattning Privatbankerna har drabbats hårt av bedrägerier de senaste åren. Bedragare har lyckats kringgå forskning och tillgängliga system och lura bankerna och deras kunder. Därför vill vi införa en ny, polyvalent...
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