Search results for ""Author Daniel Vaughan""

Cloud native development gives you the power to rapidly build, secure, and scale software. But you still need to navigate many potential pitfalls along the way. Through practical examples, this book demonstrates how to use Google Cloud as a laboratory to enable rapid innovation, a factory to automate build and testing, and a citadel to operate applications at scale securely. Author Daniel Vaughan shows you how to take applications from prototype to production by combining Google Cloud services, a cloud native programming model, and best practices. By following an example project from start to finish, developers, architects, and engineering managers working with the Google Cloud Platform will learn how to build and run cloud native applications on Google Cloud with confidence. With this book, you will: Understand cloud native development concepts including microservices, containerization, and event-driven architecture Learn Google Cloud services that specifically support this development style: compute, persistence, messaging, DevOps, security and networking, and observability Confidently build cloud native applications on Google Cloud Learn how to address nonfunctional requirements such as security, observability, and testing Successfully make the transition from initial proofs of concept and prototypes to production systems

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While several market-leading companies have successfully transformed their business models by following data- and AI-driven paths, the vast majority have yet to reap the benefits. How can your business and analytics units gain a competitive advantage by capturing the full potential of this predictive revolution? This practical guide presents a battle-tested end-to-end method to help you translate business decisions into tractable prescriptive solutions using data and AI as fundamental inputs. Author Daniel Vaughan shows data scientists, analytics practitioners, and others interested in using AI to transform their businesses not only how to ask the right questions but also how to generate value using modern AI technologies and decision-making principles. You'll explore several use cases common to many enterprises, complete with examples you can apply when working to solve your own issues. Break business decisions into stages that can be tackled using different skills from the analytical toolbox Identify and embrace uncertainty in decision making and protect against common human biases Customize optimal decisions to different customers using predictive and prescriptive methods and technologies Ask business questions that create high value through AI- and data-driven technologies

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This practical guide provides a collection of techniques and best practices that are generally overlooked in most data engineering and data science pedagogy. A common misconception is that great data scientists are experts in the "big themes" of the discipline-machine learning and programming. But most of the time, these tools can only take us so far. In practice, the smaller tools and skills really separate a great data scientist from a not-so-great one. Taken as a whole, the lessons in this book make the difference between an average data scientist candidate and a qualified data scientist working in the field. Author Daniel Vaughan has collected, extended, and used these skills to create value and train data scientists from different companies and industries. With this book, you will: Understand how data science creates value Deliver compelling narratives to sell your data science project Build a business case using unit economics principles Create new features for a ML model using storytelling Learn how to decompose KPIs Perform growth decompositions to find root causes for changes in a metric Daniel Vaughan is head of data at Clip, the leading paytech company in Mexico. He's the author of Analytical Skills for AI and Data Science (O'Reilly).

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This book provides in-depth and innovative analysis of the minimum wage in Europe. The authors explore its role and scope within the enlarged EU, and address the question of whether there should be harmonization between the individual member states or even a common EU minimum wage. They also examine the impact of the minimum wage at the national level, looking at trends and effects through case studies of specific policy issues and industrial sectors.Minimum wage fixing has returned quite prominently to the core of policy debates as evidenced by the adoption of a statutory minimum wage in Ireland and the UK, a minimum wage agreement in Austria and the ongoing discussions in Germany and Sweden. Proposals to have common rules at the EU level have also multiplied since enlargement, in particular to minimize ?social dumping? and allow increased transnational mobility. This book assesses the renewed interest in the minimum wage in Europe, identifying the concrete effects of minimum wage fixing on employment, low pay, wage disparity, collective bargaining and migration.Bringing together 15 national studies from noted European specialists in the field, this timely collection aims to stimulate the current debate. It will appeal to academics, students, researchers and policymakers working in labour economics in particular, and European studies more generally.

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This is a fascinating, rich and comprehensive analytical account of the causes and consequences of austerity measures affecting the public sector in terms of pay and employment. The editors have assembled a broad array of contributions that really reflect the diversity within Europe, both in terms of how deep the financial crisis hit, and the drivers of public sector reforms. An absorbing and thought-provoking read.'- Jacqueline O Reilly, University of Brighton, UKAfter a first series of policy responses to the 2008-09 crisis aimed at sustaining domestic demand through expansionary anti-crisis packages, most European governments - starting with Greece, Ireland, Bulgaria and Romania, and followed by many others - have since put in place a series of restrictive budgetary policies aimed at reducing their budget deficits. With these new policies, a significant number of jobs and wages have been cut in the public sector. A number of expenditure items related to education and training have also been cut. These reforms have given rise to waves of protest throughout Europe.The goal of this volume is to study this 'public sector shock'. While budgetary reforms seek to ensure a more balanced and sound economic policy, they may generate new work inequalities among public sector employees, most particularly among women, who account for a considerable proportion of public sector employment. Cuts in education and training may also have an impact on the quality of human capital in both the public and private sectors, despite the fact that the recent crisis has shown the value of education as employees with better skills and training are more likely to maintain their jobs and incomes.The authors explore a number of questions, including: what types of reform have been implemented in the public sector and what are their implications in both the short and long term? On the economic side, what will be the impact on wages, and on job quantity and quality? On the social side, what will the effects be on inequality and social cohesion? And what will be the outcome for, and potential role of, social partners and social dialogue?On the basis of a comparative and comprehensive assessment, illustrated by case studies in education, health and public administration, policy issues are discussed with the aim of finding the right mix of public sector reforms.Contributors: S. Altwicker-Hámori, J.-I. Antón, D. Anxo, G. Bosch, K. Espenberg, V. Franicevic, J. Gautié, D. Grimshaw, J. Köll , J. Masso, T. Matkovic, Y. Monogios, R. Muñoz de Bustillo, P. O Connell, H. Rato, J. Rubery, W. Salverda, Z. Tzannatos, V. Vasile, D. Vaughan-Whitehead

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Over the past decade the emergence of corporate social responsibility (CSR) has helped to improve corporate governance by tackling such burning issues as child labour and human rights violations. However, as the author argues in this important new book, the time has now come to incorporate wage issues into CSR. Daniel Vaughan-Whitehead proposes a new methodology, the `Fair Wage' approach, providing CSR actors with a coherent and comprehensive set of fair wage dimensions and indicators. Application of this new approach in a large-scale auditing exercise on wages in Asia and a number of qualitative case studies in China provides unique, first-hand information on wage practices among suppliers. The results confirm the need to address wage issues using a broad spectrum of wage dimensions, including living wages, minimum wages, social dialogue, payment of working hours and wage development in accordance with prices, enterprise performance and changes in technology and human capital. The `Fair Wage' approach advocated in this book is a first, serious and concerted effort to address the issue of wages, which are increasingly being used as the adjustment variable at the end of the supply chain.Adverse wage developments clearly highlight the limitations of government action in regulating this aspect of the global economy. The ‘Fair Wage’ approach advocated in this book is a first, serious and concerted effort to address this critical issue. It will be required reading for practitioners and scholars of labour economics, development studies and CSR.

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The decision to enlarge the European Union by ten (eventually thirteen) countries has surprisingly not been accompanied by much discussion of the implications for Social Europe. This has led to criticisms that enlargement is a purely economic process that will sweep aside important social considerations: Will the much lower labour costs and social standards in the applicant countries - especially those from Central and Eastern Europe - lead to 'unfair' competition or 'social dumping'? Will this process in turn encourage current EU member-states to run-down their own social provisions in order to be able to compete with the newcomers? Do the specific features of this new accession wave - the largest enlargement so far and including markedly less-developed countries - threaten the global survival of the so-called 'European Social Model'? What policies should be implemented in order to avoid a weakening of current European social standards? These are the main questions this book attempts to answer, on the basis of a comprehensive assessment of the social policy areas most relevant to EU enlargement - wages, working conditions, social protection, employment, industrial relations - while also addressing its most sensitive 'social dumping' aspects: capital relocation, labour migration, and redirection of trade.EU enlargement is higher than ever on the policy agenda and scholars and researchers of European Studies and social policy will find this book an invaluable reference.

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International debate has recently focused on increased inequalities and the adverse effects that they may have on both social and economic developments. Income inequality, which is at its highest level for the past half-century, may not only undermine the sustainability of European social policy but also put at risk Europe?s sustainable recovery. A common feature of recent reports on inequality (ILO, OECD, IMF, 2015?2017) is their recognition that the causes emerge from mechanisms in the world of work. The purpose of this book is to investigate the possible role of industrial relations, and social policies more generally, in reducing these inequalities.The volume pays particular attention to the contribution of social partners and social dialogue to achieving concrete outcomes, notably in terms of flexibility and security for both employers and workers. The key aim is to identify elements of a response to a number of important questions: which countries have succeeded in carrying out the necessary reforms without generating further inequalities? What industrial relations systems seem to perform better in this respect? What policy measures, institutions and actors play a determinant role in achieving more balanced outcomes? How can social dialogue address future transformations of the world of work, while limiting inequalities?The scope of this volume goes beyond pay to address other types of inequality ? in the distribution of working time, access or re-access to jobs, training and career opportunities, and social protection and pensions. It also looks at inequalities that may affect particular groups of workers, including women or young people, as well as people in certain types of work arrangements, such as part-time or temporary work or the self-employed.This book is vital reading for anyone concerned with labour policy, industrial relations and social welfare but, above all, with how advances in these areas can contribute to the global fight against growing inequalities.Contributors include: D. Anxo, B. Bembic, G. Bosch, P. Courtioux, C. Erhel, K. Espenberg, G. Fiorani, G. Giakoumatos, D. Grimshaw, M. Johnson, M. Karamessini, I. Marx, J. Masso, I. Mierina, R. Muñoz de Bustillo, B. Nolan, F. Pinto Hernández, W. Salverda, A. Simonazzi, M. Tverdostup, L. Van Cant, D. Vaughan-Whitehead, R. Vazquez-Alvarez

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Work Inequalities in the Crisis provides an in-depth overview of the effects of the crisis on inequalities in the world of work. It examines these inequalities multi-dimensionally, looking at employment, wages and incomes, working conditions and social dialogue. At the same time, it investigates whether the crisis may halt the progress made in Europe towards better quality jobs and working conditions. This book offers a unique combination of research, case studies and policy discussions. An assessment of national trends in 30 European countries precedes case studies of 14 of them, in which noted European specialists report on individual enterprises or sectors. The volume's survey of national- and local-level policy solutions contributes to identifying those responses that strengthen economic competitiveness, preserve social cohesion and do not deepen inequalities. This timely resource will be of particular interest to academics, students and researchers in labor economics, to policy makers, and to those involved in European studies more generally. Contributors include: D. Anxo, G. Bosch, S. Erdogdu, V. Franicevic, J. Gautie, D. Grimshaw, R. Munoz de Bustillo Llorente, J. Masso, K. Krillo, J. Kollo, N. O'Higgins, J. I.A. Perez, A. Rafferty, W. Salverda, V. Tsanov, D. Vaughan-Whitehead

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Over the past decade the emergence of corporate social responsibility (CSR) has helped to improve corporate governance by tackling such burning issues as child labour and human rights violations. However, as the author argues in this important new book, the time has now come to incorporate wage issues into CSR. Daniel Vaughan-Whitehead proposes a new methodology, the `Fair Wage' approach, providing CSR actors with a coherent and comprehensive set of fair wage dimensions and indicators. Application of this new approach in a large-scale auditing exercise on wages in Asia and a number of qualitative case studies in China provides unique, first-hand information on wage practices among suppliers. The results confirm the need to address wage issues using a broad spectrum of wage dimensions, including living wages, minimum wages, social dialogue, payment of working hours and wage development in accordance with prices, enterprise performance and changes in technology and human capital. The `Fair Wage' approach advocated in this book is a first, serious and concerted effort to address the issue of wages, which are increasingly being used as the adjustment variable at the end of the supply chain.Adverse wage developments clearly highlight the limitations of government action in regulating this aspect of the global economy. The ‘Fair Wage’ approach advocated in this book is a first, serious and concerted effort to address this critical issue. It will be required reading for practitioners and scholars of labour economics, development studies and CSR.

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The main original aim of the European Union was to promote convergence towards higher economic growth and social standards. However, EU countries have sometimes experienced different trajectories, due in part to their different starting points and the fact that their convergence on particular socio-economic indicators has varied. At the same time, little evidence has so far been presented on cross-country convergence within the EU. This book aims to answer a number of important questions. To what extent have European countries converged or diverged with EU-wide economic and social indicators over the past 20 years? What have been the drivers of convergence? Why do some countries lag behind, while others experience continuous upward convergence? Why are these trajectories not always linear? Particular attention is paid to the role of institutions, actors and industrial relations - focusing on the resources and strategies of governments, employers and trade unions - in nudging EU countries onto an upward convergence path.This book provides a unique analysis of socio-economic indicators to identify convergence trends in the EU. It defines a number of clusters that help to gauge the strengths and weaknesses of national socio-economic models and the European Social Model. Cross-country case studies help to identify the possible impact of global movements (migration, foreign investment) and policies (social protection, social dialogue, employment) on cross-country convergence. This book offers a timely assessment of convergence within the EU, identifying its drivers in the world of work and in institutions and industrial relations. It presents examples of where institutions and industrial relations can change convergence outcomes and proposes a range of useful policy options. Scholars and researchers will find it an invaluable reference for studies of European affairs and social policies.Contributors include: D. Anxo, B. Bembic, G. Bosch, V. Ciampa, P. Courtioux, C. Erhel, K. Espenberg, A. Figueiredo, P. González, D. Grimshaw, I. Marx, J. Masso, I. Mierina, R. Muñoz de Bustillo Llorente, P.J. O'Connell, W. Salverda, A. Simonazzi, V. Soloviov, D. Vaughan-Whitehead, R. Vazquez-Alvarez, L. Villamaina

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While recent studies have highlighted the phenomenon and risks of increased inequalities between the top and the bottom of society, little research has so far been carried out on trends relating to the median income range that generally represents the middle class. This volume examines the following questions: what are the main transformations in the world of work over the last 20 years in terms of the labour market, social dialogue and conditions of work, wages and incomes that may have affected the middle class? How has the middle class been shaped by the financial and economic crisis? What are the long-term trends for the middle class in Europe?This volume also investigates the potential risks and effects of the reshuffling, or even weakening, of the middle class. On the social side, it explores the ramifications of further retrenchment of the European Social Model, which to a great extent has traditionally been funded by the middle class. On the economic side, the book investigates whether this process - especially from the perspective of consumption and human capital - is endangering the long-term sustainability of the current economic model. While presenting evidence of a definite erosion of the middle class, this book assesses the specific situation in each individual EU Member State on the basis of detailed statistics and case studies of professional categories that traditionally represent the middle class.This book issues a timely warning about the latest trends and future of the middle class in Europe. On this basis, it presents policy considerations and options that will be useful to policy-makers for ensuring the future of the middle class in Europe. Scholars and researchers of European studies and social policy, especially from its sustainability perspective, will find the volume an invaluable reference.Contributors include: J.I. Antón, D. Anxo, T. Barbieri, G. Bosch, P. Courtioux, C. Erhel, K. Espenberg, A. Figueiredo, H. Figueiredo, S. Giakoumatos, P. González, D. Grimshaw, T. Kalina, M. Karamessini, S. Kuypers, B. Maître, N. Maitre, I. Marx, J. Masso, I. Mierina, R. Muñoz-de-Bustillo Llorente, B. Nolan, A. Rafferty, W. Salverda, L.D. Santos, A. Simonazzi, I.G. Tóth, D. Vaughan-Whitehead, R. Vazquez-Alvarez

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The European Social Model has been an integral part of the construction of the European Community and has been effective in stimulating its economic growth. This social dimension represents the soul of the European Union, and has been envied and adopted by other regions and countries in the world.Under the pressure of the 2008 financial crisis and the subsequent introduction of austerity measures across Europe, many countries have reformed basic elements of the model including social protection, pensions, public services, workers' rights, quality of jobs, working conditions and social dialogue, often undermining social cohesion. These trends have raised questions: is Europe currently losing its legacy? If so, what are the social and economic implications, both in the short and longer term? The European Social Model in Crisis assesses social policy developments in each EU individual member state on the basis of detailed empirical evidence and concrete case studies.The volume is a timely warning about the weakening of the European Social Model and its possibly devastating future effects. The alternative options proposed here make the book essential reading for policy-makers, while scholars and researchers of European studies and social policy will find it an invaluable reference.Contributors include: J.I. Antón, D. Anxo, G. Bosch, R. Muñoz de Bustillo Llorente, K. Espenberg, A. Figueiredo, J. Gautié, P. González, D. Grimshaw, M. Karamessini, J. Masso, I. Mierina, Á. Scharle, A. Simonazzi, D. Szikra, D. Vaughan-Whitehead

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At the beginning of the 1990's the first encouraging results on GDP growth combined with the fulfilment of international requirements led many to believe that Albania was a 'shining star' in Central and Eastern Europe. But in 1997 this progress was reversed by unprecedented institutional, political and social turmoil leading to a spiral of violence and chaos.This book presents, for the first time, a comprehensive analysis of the different factors behind the 1997 political, economic and social upheaval in Albania. It shows that the crisis was both predictable and complex, and not simply a matter of a disgruntled population attempting to regain their money. Using extensive and detailed evidence Daniel Vaughan-Whitehead identifies the major reasons for the growing discontent and final explosion: - the increase in unemployment, collapse of industrial production, inefficiency of the banking system, limitations and drawbacks of foreign investment, failure of mass privatization, falling living standards, and rising poverty. He examines the consequences of the crisis at the enterprise level, by region, sector, industry and property form using a unique survey of over 1,000 enterprises. In conclusion he offers a series of policy recommendations with a view to regenerating production whilst avoiding a new social explosion in a destroyed economy, weakened by political instability and the conflict in Kosovo.This unique book will be essential reading for all academics working in the area of transition as well as policymakers from international organizations involved in transition economies.

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This up to date book provides the first evidence on employee-ownership in Central and Eastern Europe. This subject has attracted growing interest in recent years, since the sale and free distribution of enterprise shares to employed workers and mangers have surprisingly become frequent privatization methods in many transitional economies. The book highlights some of the crucial issues which have been debated in recent economic literature, in particular the advantages and risks of employee-ownership in comparison with other privatization methods. It also provides an overview of individual countries' experiences and makes some important policy recommendations. Privatization Surprises in Transition Economies is a wide-ranging survey which considers employee- ownership within privatization legislation and its diffusion and implementation problems in 14 transitional economies. Using empirical evidence on the impact of this privatization method, the authors address issues such as enterprise restructuring, employment, wages, productivity and investment policies. They conclude that employee-ownership has a bright future, and that the fears expressed by many policy advisers regarding the negative implications of employee ownership were largely exaggerated. This privatization method has proven to be one of the quickest, and has also brought with it many positive changes such as decentralization, increased productivity and motivation and more moderate restructuring policies - especially with regard to employment reductions.This book also presents some of the weaknesses of this form of privatization and identifies such possible improvement as the use of employee-ownership in combination with other privatization methods.

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Actors in the world of work are facing an increasing number of challenges, including automatization and digitalization, new types of jobs and more diverse forms of employment. This timely book examines employer and worker responses, challenges and opportunities for social dialogue, and the role of social partners in the governance of the world of work.Through interviews and surveys, the volume provides direct evidence on three central questions: how can we cultivate autonomous, bipartite social dialogue in order to meet these critical challenges? How can the social partners strengthen their representativeness and membership, and extend their influence? What role can social partners and social dialogue play regarding digitalization, and what best practices can be identified?The volume also addresses significant trends such as demographic changes, migration flows, global supply chain management and environmental objectives. It covers the current EU member states while extending analysis to EU candidate and potential candidate countries, thus enlarging coverage to 34 European nations. The detailed evidence by theme and by individual country will provide a unique source of ideas on social actors’ innovative roles in ensuring sustainable and inclusive practices in the future world of work.This will be an invigorating read for labour economics and labour policy scholars looking for a better understanding of the new world of work. Labour organizations, employers, trade unions and representatives of national and supranational institutions will also benefit from the detailed case studies in the volume.

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