Most emerging applications in imaging and machine learning must perform immense amounts of computation while holding to strict limits on energy and power. To meet these goals, architects are building increasingly specialized compute engines tailored for these specific tasks. The resulting computer systems are heterogeneous, containing multiple processing cores with wildly different execution models. Unfortunately, the cost of producing this specialized hardware-and the software to control it-is astronomical. Moreover, the task of porting algorithms to these heterogeneous machines typically requires that the algorithm be partitioned across the machine and rewritten for each specific architecture, which is time consuming and prone to error. Over the last several years, the authors have approached this problem using domain-specific languages (DSLs): high-level programming languages customized for specific domains, such as database manipulation, machine learning, or image processing. By giving up generality, these languages are able to provide high-level abstractions to the developer while producing high-performance output. The purpose of this book is to spur the adoption and the creation of domain-specific languages, especially for the task of creating hardware designs. In the first chapter, a short historical journey explains the forces driving computer architecture today. Chapter 2 describes the various methods for producing designs for accelerators, outlining the push for more abstraction and the tools that enable designers to work at a higher conceptual level. From there, Chapter 3 provides a brief introduction to image processing algorithms and hardware design patterns for implementing them. Chapters 4 and 5 describe and compare Darkroom and Halide, two domain-specific languages created for image processing that produce high-performance designs for both FPGAs and CPUs from the same source code, enabling rapid design cycles and quick porting of algorithms. The final section describes how the DSL approach also simplifies the problem of interfacing between application code and the accelerator by generating the driver stack in addition to the accelerator configuration. This book should serve as a useful introduction to domain-specialized computing for computer architecture students and as a primer on domain-specific languages and image processing hardware for those with more experience in the field.

Peer research is increasingly used in international academic, policy and practice environments. It engages members of a group or social network as trusted members of a research team working in communities and settings they are familiar with. Critics, however, point to methodological concerns with peer research. These include the extent to which peer researchers genuinely represent the populations under study; data confidentiality; the emotional burden of enquiring into sensitive issues peers may experience in their own lives; and the reliability and credibility of data collected by people who do not have academic training. The book seeks to counter the marginalisation of research experience and skills derived from close relationships with people and communities, while reflecting critically on the strengths and limitations of peer research. Chapters by a wide range of international contributors illustrate the potential of peer research to facilitate an in-depth understanding of health and social development issues and enhance policy and practice. This interdisciplinary book provides students and professionals working in health, social science and development studies with a thorough grounding in this new style of research. It will appeal to those interested in research and evaluation; sexual health and public health; mental health, disability and social care; gender and sexuality; conservation and environmental management; migration and citizenship studies; humanitarian issues; and international development.

Dynamite and Davey: The Explosive Lives of The British Bulldogs is the triumphant but ultimately tragic story of Tom Billington and Davey Boy Smith. Cousins born just a couple of years apart in a small mining town near Wigan, Tom and Davey discovered the art of wrestling as schoolboys. Tom went on to become 'The Dynamite Kid', arguably the greatest and most pioneering wrestler in history, but his short temper and determination to reach the top of a sport dominated by naturally bigger men would be his undoing. The more reserved Davey became a global superstar, but followed his cousin not just into exceptionalism, but into heavy substance abuse as well. Ultimately, the extraordinarily dysfunctional world of pro wrestling would prove too much for the cousins from Golborne - one proud, one naive. Together they became the best and most influential tag team of their generation. But they could not escape their demons, and their triumphs eventually submitted to their tragedy. Dynamite and Davey is a gripping cautionary tale.

Peer research is increasingly used in international academic, policy and practice environments. It engages members of a group or social network as trusted members of a research team working in communities and settings they are familiar with. Critics, however, point to methodological concerns with peer research. These include the extent to which peer researchers genuinely represent the populations under study; data confidentiality; the emotional burden of enquiring into sensitive issues peers may experience in their own lives; and the reliability and credibility of data collected by people who do not have academic training. The book seeks to counter the marginalisation of research experience and skills derived from close relationships with people and communities, while reflecting critically on the strengths and limitations of peer research. Chapters by a wide range of international contributors illustrate the potential of peer research to facilitate an in-depth understanding of health and social development issues and enhance policy and practice. This interdisciplinary book provides students and professionals working in health, social science and development studies with a thorough grounding in this new style of research. It will appeal to those interested in research and evaluation; sexual health and public health; mental health, disability and social care; gender and sexuality; conservation and environmental management; migration and citizenship studies; humanitarian issues; and international development.

For most of its life the Reserve Bank of Australia (RBA) has led a fairly conservative existence. However, since the early 1980s the economy has experienced financial and market deregulation and general economic liberalisation. The RBA has been caught up with the turbulent policy debates that have ensued. Australia's Money Mandarins, first published in 2004, tells the story of the RBA since the early 1980s. It discusses how the Bank operated in the new political environment created by deregulation and the fight against inflation. It describes the conflicts with the government and the Department of Treasury, and how the bank dealt with the rough and tumble of politics and managed to assert a level of independence in the 1990s. Including frank interviews with key figures like Bob Johnson, Bernie Fraser, Ian Macfarlane and Paul Keating this book will appeal to anyone with an interest in the politics of money.

New approaches are needed to monitor and evaluate health and social development. Existing strategies tend to require expensive, time-consuming analytical procedures. The growing emphasis on results-based programming has resulted in evaluation being conducted in order to demonstrate accountability and success, rather than how change takes place, what works and why. The tendency to monitor and evaluate using log frames and their variants closes policy makers' and practitioners' eyes to the sometimes unanticipated means by which change takes place. Two recent developments hold the potential to transcend these difficulties and to lead to important changes in the way in which the effects of health and social development programming are understood. First, there is growing interest in ways of monitoring programmes and assessing impact that are more grounded in the realities of practice than many of the 'results-based' methods currently utilised. Second, there are calls for the greater use of interpretive and ethnographic methods in programme design, monitoring and evaluation. Responding to these concerns, this book illustrates the potential of interpretative methods to aid understanding and make a difference in real people's lives. Through a focus on individual and community perspectives, and locally-grounded explanations, the methods explored in this book offer a potentially richer way of assessing the relationships between intent, action and change in health and social development in Africa, Asia, Europe and the Americas.

This account of the financial crisis of 2008-2009 compares banking systems in the United States and the United Kingdom to those of Canada and Australia and explains why the system imploded in the former but not the latter. Central to this analysis are differences in bankers' beliefs and incentives in different banking markets. A boom mentality and fear of being left behind by competitors drove many U.S. and British bank executives to take extraordinary risks in creating new financial products. Intense market competition, poorly understood trading instruments, and escalating system complexity both drove and misled bankers. Formerly illiquid assets such as mortgages and other forms of debt were repackaged into complex securities, including collateralized debt obligations (CDOs). These were then traded on an industrial scale, and in 2007 and 2008, when their value collapsed, economic activity fell into a deep freeze. The financial crisis threatened not just investment banks and their insurers but also individual homeowners and workers at every level. In contrast, because banks in Canada and Australia could make good profits through traditional lending practices, they did not confront the same pressures to reinvent themselves as did banks in the United States and the United Kingdom, thus allowing them to avoid the fate of their overseas counterparts. Stephen Bell and Andrew Hindmoor argue that trading and systemic risk in the banking system need to be reined in. However, prospects for this are not promising given the commitment of governments in the crisis-hit economies to protect the "international competitiveness" of the London and New York financial markets.

Your customers want innovation and value, and they want it now. How can you apply Lean principles and practices throughout your enterprise to drive operational excellence, reduce costs while improving quality, enable efficient growth, and accelerate idea-to-value innovation? Shingo Prize-winning author Steve Bell and other thought leaders show you how guiding you to more effectively align people and purpose, promote enterprise agility, and leverage transformative IT capabilities to create market-differentiating value for your customers. Combining research and insight with practical examples and in-depth case studies that can be put to immediate use, Run Grow Transform: Integrating Business and Lean IT is a must read for leaders and senior managers from all disciplines, showing you how to: Drive enterprise outcomes and strategy through adaptive Business/IT learning Maximize collaboration, leverage the knowledge and skills of your teams Overcome enterprise-wise obstacles commonly encountered by Agile development teams Improve infrastructure reliability and cost, learn how to get the best results from operations frameworks including ITIL, COBIT and ISO 20000 Apply Lean principles to Enterprise Architecture and Business Process Management disciplines Make informed, value-based choices about outsourcing Tap into big data and social media to listen to and interact with the virtual voice of your customers Streamline management, collaboration, and communication systems Identify and measure the right things that lead to customer value What readers are saying: This book focuses on the most critical and challenging issue for any aspect of the development or use of IT: creating a collaborative learning culture.Jeffrey K. Liker, Shingo Prize-winning Author of The

French naturalist and medical doctor Aime Bonpland (1773-1858) was one of the most important scientific explorers of South America in the early nineteenth century. From 1799 to 1804, he worked alongside Alexander von Humboldt as the latter carried out his celebrated research in northern South America, but he later returned to conduct his own research farther south. "A Life in Shadow" accounts for the entire span of Bonpland's remarkable and diverse career in South America--in Argentina, Paraguay (where he was imprisoned for nearly a decade), Uruguay, and southernmost Brazil--based on extensive archival material. The study reconnects Bonpland's divided records in Europe and South America and delves into his studies of rural resources in interior regions of South America, including experimental cultivation techniques. This is a fascinating account of a man--a doctor, farmer, rancher, scientific explorer, and political conspirator--who interacted in many revealing ways with the evolving societies and institutions of South America.

For most of its life the Reserve Bank of Australia (RBA) has led a fairly conservative existence. However, since the early 1980s the economy has experienced financial and market deregulation and general economic liberalisation. The RBA has been caught up with the turbulent policy debates that have ensued. Australia's Money Mandarins, first published in 2004, tells the story of the RBA since the early 1980s. It discusses how the Bank operated in the new political environment created by deregulation and the fight against inflation. It describes the conflicts with the government and the Department of Treasury, and how the bank dealt with the rough and tumble of politics and managed to assert a level of independence in the 1990s. Including frank interviews with key figures like Bob Johnson, Bernie Fraser, Ian Macfarlane and Paul Keating this book will appeal to anyone with an interest in the politics of money.

Since the 1970s the average level of unemployment in Australia has risen each decade. This has imposed huge economic, social and human costs, making unemployment one of the most pressing problems confronting Australia. Governments, however, seem powerless in the face of this problem. Drawing on the expertise of some of Australia's leading economists, this book, first published in 2000, argues that the currently fashionable approaches of wage cuts and further steps towards labour market flexibility will not solve the unemployment problem. In reality, unemployment and rising inequality are symptoms of the growing failure of contemporary labour markets to distribute jobs and incomes effectively. The contributors argue that the main solution to this problem is not wage cuts but jobs growth. This important book points to a way beyond the current policy malaise and offers detailed solutions to unemployment.

Since the 1970s the average level of unemployment in Australia has risen each decade. This has imposed huge economic, social and human costs, making unemployment one of the most pressing problems confronting Australia. Governments, however, seem powerless in the face of this problem. Drawing on the expertise of some of Australia's leading economists, this book, first published in 2000, argues that the currently fashionable approaches of wage cuts and further steps towards labour market flexibility will not solve the unemployment problem. In reality, unemployment and rising inequality are symptoms of the growing failure of contemporary labour markets to distribute jobs and incomes effectively. The contributors argue that the main solution to this problem is not wage cuts but jobs growth. This important book points to a way beyond the current policy malaise and offers detailed solutions to unemployment.

New approaches are needed to monitor and evaluate health and social development. Existing strategies tend to require expensive, time-consuming analytical procedures. The growing emphasis on results-based programming has resulted in evaluation being conducted in order to demonstrate accountability and success, rather than how change takes place, what works and why. The tendency to monitor and evaluate using log frames and their variants closes policy makers' and practitioners' eyes to the sometimes unanticipated means by which change takes place. Two recent developments hold the potential to transcend these difficulties and to lead to important changes in the way in which the effects of health and social development programming are understood. First, there is growing interest in ways of monitoring programmes and assessing impact that are more grounded in the realities of practice than many of the 'results-based' methods currently utilised. Second, there are calls for the greater use of interpretive and ethnographic methods in programme design, monitoring and evaluation. Responding to these concerns, this book illustrates the potential of interpretative methods to aid understanding and make a difference in real people's lives. Through a focus on individual and community perspectives, and locally-grounded explanations, the methods explored in this book offer a potentially richer way of assessing the relationships between intent, action and change in health and social development in Africa, Asia, Europe and the Americas.

A Man of All Talents is the remarkable story of rugby and wrestling legend Douglas 'Duggy' Clark. Born in 1891 in the sleepy Cumbrian village of Maryport, at 14 he left school to work for his father's coal merchant business. Duggy grew into an exceptionally strong but quiet and reserved young man. His two great passions were rugby and Cumberland and Westmorland-style wrestling, and he excelled at both. By 24 he was already a rugby league great and a key member of Huddersfield's 'Team of All Talents', winning every honour the sport could offer. He represented Britain in the infamous 1914 'Rorke's Drift' tour of Australia before being called up to serve in the Great War. He was awarded the Military Medal for bravery, but his war injuries were so severe he was discharged with a 20% disability certificate. Doctors gave Duggy an ultimatum: either he could stay home and live a long but sedate and ordinary life or risk his health by returning to sport. He chose the latter and went on to achieve more extraordinary and pioneering feats.

Several problems plague contemporary thinking about governance. From the multiple definitions that are often vague and confusing, to the assumption that governance strategies, networks and markets represent attempts by weakening states to maintain control. Rethinking Governance questions this view and seeks to clarify how we understand governance. Arguing that it is best understood as 'the strategies used by governments to help govern', the authors counter the view that governments have been decentred. They show that far from receding, states are in fact enhancing their capacity to govern by developing closer ties with non-government sectors. Identifying five 'modes' of government (governance through hierarchy, persuasion, markets and contracts, community engagement, and network associations), Stephen Bell and Andrew Hindmoor use practical examples to explore the strengths and limitations of each. In so doing, they demonstrate how modern states are using a mixture of governance modes to address specific policy problems. This book demonstrates why the argument that states are being 'hollowed out' is overblown. Rethinking Governance refocuses our attention on the central role played by governments in devising governance strategies.

Banking on Growth Models contends that China's rapid economic rise from the late 1970s to today has been built on and shaped by a highly politicized and inefficient bank-centric financial system. Stephen Bell and Hui Feng argue that if the Chinese growth model drives how key economic sectors interact, no amount of incremental reform can have much impact on the financial system-meaningful reform can stem only from a revised growth model. For a time after the global financial crisis, it appeared that the expansion of a more market-oriented shadow banking system might help sustain China's economic growth. Since around 2015, however, Xi Jinping's regime has reversed this trajectory and placed China's financial system under heavy state control, resulting in slowed economic development and skyrocketing national debt. China's market transition and economic rebalancing are now in doubt, as is the fate of the nation's economy. By pinpointing finance as a vital element of the growth model, Bell and Feng provide a convincing assessment of financial risks and the prospects for economic rebalancing in China. Banking on Growth Models demystifies the world of Chinese banking and finance as it investigates an ever-rising national debt, a declining rate of economic growth, and the possibility of dire and drastic reform by the Asian superpower's government.

From Triumph to Tragedy is the glorious, uplifting but ultimately tragic story of Chapecoense, the small-town Brazilian football club that made worldwide news following their meteoric rise from non-league to continental sensation. Yet the headlines that will be remembered centre on the air disaster en route to what should have been their greatest ever match. Less than ten years after the local mayor had intervened to save the club from liquidation, Associacao Chapecoense de Futebol had become champions of the Santa Catarina State Championship. At the summit of the Brazilian national league structure, they also qualified sensationally for the final of the Copa Sul Americana. The team of rejects and journeymen became heroes not just in their own city, but also to the whole nation. But the final was never to take place, as tragedy struck to render all those triumphant nights insignificant. Could the club now stage one more incredible recovery to allow Era Chape to continue, rather than to accept their fate as the tragic team beloved in fans' memories?

Genome Duplication provides a comprehensive and readable overview of the underlying principles that govern genome duplication in all forms of life, from the simplest cell to the most complex multicellular organism.
Using examples from the three domains of life - bacteria, archaea, and eukarya - Genome Duplication shows how all living organisms store their genome as DNA and how they all use the same evolutionary-conserved mechanism to duplicate it: semi-conservative DNA replication by the replication fork. The text shows how the replication fork determines where organisms begin genome duplication, how they produce a complete copy of their genome each time a cell divides, and how they link genome duplication to cell division.
Genome Duplication explains how mistakes in genome duplication are associated with genetic disorders and cancer, and how understanding genome duplication, its regulation, and how the mechanisms differ between different forms of life, is critical to the understanding and treatment of human disease.

This is a new release of the original 1937 edition.

No subject causes more irritation, frustration, and confusion than issues concerning government. God has timeless truths in the Bible for resolving the conflict between world politics and the righteousness of God's kingdom. Misunderstanding these truths results in the actions of well-meaning Christians being viewed by the world as offensive, unloving, and hypocritical. The result causes major doubts in the credibility of the Church and limits belief in the loving message of the cross.

"God's Way, Not Politics" brings a timely revelation to God's people of truth in His Word, which has been buried "by the cares of the world" and rationalization of man's action out of ignorance of God's love for mankind and God's promises of peace, concerning what He can and wants to do. May the Holy Spirit reveal through honest consideration of His Word what God is saying. It is time for the Church to recognize our significance as empowered citizens of the kingdom of God on earth and be the conduit of loving witnesses for good in achieving the purpose our Creator intends. Acceptance of His plan and ways will unblock our prayers for healing our land and hasten our Lord's return.