Download or read book Big Data Is Not a Monolith written by Cassidy R. Sugimoto and published by MIT Press. This book was released on 2016-10-21 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Perspectives on the varied challenges posed by big data for health, science, law, commerce, and politics. Big data is ubiquitous but heterogeneous. Big data can be used to tally clicks and traffic on web pages, find patterns in stock trades, track consumer preferences, identify linguistic correlations in large corpuses of texts. This book examines big data not as an undifferentiated whole but contextually, investigating the varied challenges posed by big data for health, science, law, commerce, and politics. Taken together, the chapters reveal a complex set of problems, practices, and policies. The advent of big data methodologies has challenged the theory-driven approach to scientific knowledge in favor of a data-driven one. Social media platforms and self-tracking tools change the way we see ourselves and others. The collection of data by corporations and government threatens privacy while promoting transparency. Meanwhile, politicians, policy makers, and ethicists are ill-prepared to deal with big data's ramifications. The contributors look at big data's effect on individuals as it exerts social control through monitoring, mining, and manipulation; big data and society, examining both its empowering and its constraining effects; big data and science, considering issues of data governance, provenance, reuse, and trust; and big data and organizations, discussing data responsibility, “data harm,” and decision making. Contributors Ryan Abbott, Cristina Alaimo, Kent R. Anderson, Mark Andrejevic, Diane E. Bailey, Mike Bailey, Mark Burdon, Fred H. Cate, Jorge L. Contreras, Simon DeDeo, Hamid R. Ekbia, Allison Goodwell, Jannis Kallinikos, Inna Kouper, M. Lynne Markus, Michael Mattioli, Paul Ohm, Scott Peppet, Beth Plale, Jason Portenoy, Julie Rennecker, Katie Shilton, Dan Sholler, Cassidy R. Sugimoto, Isuru Suriarachchi, Jevin D. West

Download or read book Monolith to Microservices written by Sam Newman and published by "O'Reilly Media, Inc.". This book was released on 2019-11-14 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: How do you detangle a monolithic system and migrate it to a microservice architecture? How do you do it while maintaining business-as-usual? As a companion to Sam Newman’s extremely popular Building Microservices, this new book details a proven method for transitioning an existing monolithic system to a microservice architecture. With many illustrative examples, insightful migration patterns, and a bevy of practical advice to transition your monolith enterprise into a microservice operation, this practical guide covers multiple scenarios and strategies for a successful migration, from initial planning all the way through application and database decomposition. You’ll learn several tried and tested patterns and techniques that you can use as you migrate your existing architecture. Ideal for organizations looking to transition to microservices, rather than rebuild Helps companies determine whether to migrate, when to migrate, and where to begin Addresses communication, integration, and the migration of legacy systems Discusses multiple migration patterns and where they apply Provides database migration examples, along with synchronization strategies Explores application decomposition, including several architectural refactoring patterns Delves into details of database decomposition, including the impact of breaking referential and transactional integrity, new failure modes, and more

Download or read book Intellectual Property Law and the Fourth Industrial Revolution written by Christopher Heath and published by Kluwer Law International B.V.. This book was released on 2020-05-22 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: The convergence of various fields of technology is changing the fabric of society. Big data and data mining, Internet of Things, artificial intelligence and blockchains are already affecting business models and leading to a social and economic transformations that have been dubbed by the fourth industrial revolution. Focusing on the framework of intellectual property rights, the contributions to this book analyse how the technical background of this massive transformation affects intellectual property law and policy and how intellectual property is likely to change in order to serve the society. Well-known authorities in intellectual property law offer in-depth chapters on the roles in this revolution of such concepts and actualities as the following: power and role of data as the raw material of the revolution; artificial inventors and creators; trade marks in the dimension of avatars and fictional game characters; concept of inventive step change where the person skilled in the art is virtual; data rights versus intellectual property rights; transparency in the context of big data; interrelations of data, technology transfer and antitrust; self-executable and ‘smart’ contracts; redefining the balance among exclusive rights, development, technology transfer and contracts; and proprietary information versus the public domain. The chapters also provide complete analyses of how big data changes decision-making processes, how sustainable development requires redefinition, how technology transfer is re-emerging as technology diffusion and how the role of contracts and blockchain as instruments of monitoring and enforcement are being defined. Offering the first in-depth legal commentary and analysis of this highly topical issue, the book approaches the fourth industrial revolution from the perspectives of technical background, society and law. Its authoritative analysis of how the data-driven economy influences innovation and technology transfer is without peer. It will be welcomed by practicing lawyers in intellectual property rights and competition law, as well as by academics, think tanks and policymakers.

Download or read book Legal and Ethical Challenges of Artificial Intelligence from an International Law Perspective written by Themistoklis Tzimas and published by Springer Nature. This book was released on 2021-07-30 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the legal regulation, mainly from an international law perspective, of autonomous artificial intelligence systems, of their creations, as well as of the interaction of human and artificial intelligence. It examines critical questions regarding both the ontology of autonomous AI systems and the legal implications: what constitutes an autonomous AI system and what are its unique characteristics? How do they interact with humans? What would be the implications of combined artificial and human intelligence? It also explores potentially the most important questions: what are the implications of these developments for collective security –from both a state-centered and a human perspective, as well as for legal systems? Why is international law better positioned to make such determinations and to create a universal framework for this new type of legal personality? How can the matrix of obligations and rights of this new legal personality be construed and what would be the repercussions for the international community? In order to address these questions, the book discusses cognitive aspects embedded in the framework of law, offering insights based on both de lege lata and de lege ferenda perspectives.

Download or read book Designing Big Data Platforms written by Yusuf Aytas and published by John Wiley & Sons. This book was released on 2021-07-27 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: DESIGNING BIG DATA PLATFORMS Provides expert guidance and valuable insights on getting the most out of Big Data systems An array of tools are currently available for managing and processing data—some are ready-to-go solutions that can be immediately deployed, while others require complex and time-intensive setups. With such a vast range of options, choosing the right tool to build a solution can be complicated, as can determining which tools work well with each other. Designing Big Data Platforms provides clear and authoritative guidance on the critical decisions necessary for successfully deploying, operating, and maintaining Big Data systems. This highly practical guide helps readers understand how to process large amounts of data with well-known Linux tools and database solutions, use effective techniques to collect and manage data from multiple sources, transform data into meaningful business insights, and much more. Author Yusuf Aytas, a software engineer with a vast amount of big data experience, discusses the design of the ideal Big Data platform: one that meets the needs of data analysts, data engineers, data scientists, software engineers, and a spectrum of other stakeholders across an organization. Detailed yet accessible chapters cover key topics such as stream data processing, data analytics, data science, data discovery, and data security. This real-world manual for Big Data technologies: Provides up-to-date coverage of the tools currently used in Big Data processing and management Offers step-by-step guidance on building a data pipeline, from basic scripting to distributed systems Highlights and explains how data is processed at scale Includes an introduction to the foundation of a modern data platform Designing Big Data Platforms: How to Use, Deploy, and Maintain Big Data Systems is a must-have for all professionals working with Big Data, as well researchers and students in computer science and related fields.

Download or read book Modern Big Data Architectures written by Dominik Ryzko and published by John Wiley & Sons. This book was released on 2020-03-31 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides an up-to-date analysis of big data and multi-agent systems The term Big Data refers to the cases, where data sets are too large or too complex for traditional data-processing software. With the spread of new concepts such as Edge Computing or the Internet of Things, production, processing and consumption of this data becomes more and more distributed. As a result, applications increasingly require multiple agents that can work together. A multi-agent system (MAS) is a self-organized computer system that comprises multiple intelligent agents interacting to solve problems that are beyond the capacities of individual agents. Modern Big Data Architectures examines modern concepts and architecture for Big Data processing and analytics. This unique, up-to-date volume provides joint analysis of big data and multi-agent systems, with emphasis on distributed, intelligent processing of very large data sets. Each chapter contains practical examples and detailed solutions suitable for a wide variety of applications. The author, an internationally-recognized expert in Big Data and distributed Artificial Intelligence, demonstrates how base concepts such as agent, actor, and micro-service have reached a point of convergence—enabling next generation systems to be built by incorporating the best aspects of the field. This book: Illustrates how data sets are produced and how they can be utilized in various areas of industry and science Explains how to apply common computational models and state-of-the-art architectures to process Big Data tasks Discusses current and emerging Big Data applications of Artificial Intelligence Modern Big Data Architectures: A Multi-Agent Systems Perspective is a timely and important resource for data science professionals and students involved in Big Data analytics, and machine and artificial learning.

Download or read book Legal Informatics written by Daniel Martin Katz and published by Cambridge University Press. This book was released on 2021-02-18 with total page 525 pages. Available in PDF, EPUB and Kindle. Book excerpt: This groundbreaking work offers a first-of-its-kind overview of legal informatics, the academic discipline underlying the technological transformation and economics of the legal industry. Edited by Daniel Martin Katz, Ron Dolin, and Michael J. Bommarito, and featuring contributions from more than two dozen academic and industry experts, chapters cover the history and principles of legal informatics and background technical concepts – including natural language processing and distributed ledger technology. The volume also presents real-world case studies that offer important insights into document review, due diligence, compliance, case prediction, billing, negotiation and settlement, contracting, patent management, legal research, and online dispute resolution. Written for both technical and non-technical readers, Legal Informatics is the ideal resource for anyone interested in identifying, understanding, and executing opportunities in this exciting field.

Download or read book Public Health Law and Ethics written by Lawrence O. Gostin and published by Univ of California Press. This book was released on 2018-10-02 with total page 740 pages. Available in PDF, EPUB and Kindle. Book excerpt: Public Health Law and Ethics: A Reader, 3rd Edition probes the legal and ethical issues at the heart of public health through an incisive selection of judicial opinions, scholarly articles, and government reports. Crafted to be accessible to students while thorough enough for use by practitioners, policy makers, scholars, and teachers alike, the reader can be used as a stand-alone resource or alongside the internationally acclaimed Public Health Law: Power, Duty, Restraint, 3rd Edition. This updated edition reader includes new discussions of today’s most pressing health threats, such as chronic diseases, emerging infectious diseases, antimicrobial resistance, biosecurity, opioid overdose, gun violence, and health disparities.

Download or read book Research Handbook on Intellectual Property and Artificial Intelligence written by Ryan Abbott and published by Edward Elgar Publishing. This book was released on 2022-12-13 with total page 499 pages. Available in PDF, EPUB and Kindle. Book excerpt: This incisive Handbook offers novel theoretical and doctrinal insights alongside practical guidance on some of the most challenging issues in the field of artificial intelligence and intellectual property. Featuring all original contributions from a diverse group of international thought leaders, including top academics, judges, regulators and eminent practitioners, it offers timely perspectives and research on the relationship of AI to copyright, trademark, design, patent and trade secret law.

Download or read book HOSPITALITY 2 0 Digital Revolution in the Hotel Industry written by Ira Vouk and published by Ira Vouk Hospitality Technology and Revenue Management Consulting. This book was released on 2022-01-31 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about the past, present, and future of hospitality. It presents a comprehensive study on the state of the industry by describing the challenges it has been dealing with, major disruptions in the recent years, effects of tech evolution, cloud computing, alternative accommodations and COVID-19, with a glimpse into what the future holds in the next 5-10 years and how we can get there faster and more efficiently. It contains exclusive interviews with industry leaders and technology founders who share their stories about what inspired them to start their companies, how they overcame the challenges presented by the hospitality industry, and how they developed their products into key elements of the hospitality ecosystem. You will also find interviews with companies like Google and AWS where they share their vision on how to move the industry forward through technology and what they are already doing in that area. This book is best suited for: hotel owners and managers, executives of hospitality companies, technology founders, investors, hospitality professors and students as well as anyone else who has an interest in the hospitality industry and shares my passion for its evolution. Regardless of your current experience and knowledge level, you will learn many new things about the industry. At least one ‘Aha!’ moment per chapter is guaranteed.

Download or read book The Fight for Privacy Protecting Dignity Identity and Love in the Digital Age written by Danielle Keats Citron and published by W. W. Norton & Company. This book was released on 2022-09-13 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: The essential road map for understanding—and defending—your right to privacy in the twenty-first century. Privacy is disappearing. From our sex lives to our workout routines, the details of our lives once relegated to pen and paper have joined the slipstream of new technology. As a MacArthur fellow and distinguished professor of law at the University of Virginia, acclaimed civil rights advocate Danielle Citron has spent decades working with lawmakers and stakeholders across the globe to protect what she calls intimate privacy—encompassing our bodies, health, gender, and relationships. When intimate privacy becomes data, corporations know exactly when to flash that ad for a new drug or pregnancy test. Social and political forces know how to manipulate what you think and who you trust, leveraging sensitive secrets and deepfake videos to ruin or silence opponents. And as new technologies invite new violations, people have power over one another like never before, from revenge porn to blackmail, attaching life-altering risks to growing up, dating online, or falling in love. A masterful new look at privacy in the twenty-first century, The Fight for Privacy takes the focus off Silicon Valley moguls to investigate the price we pay as technology migrates deeper into every aspect of our lives: entering our bedrooms and our bathrooms and our midnight texts; our relationships with friends, family, lovers, and kids; and even our relationship with ourselves. Drawing on in-depth interviews with victims, activists, and advocates, Citron brings this headline issue home for readers by weaving together visceral stories about the countless ways that corporate and individual violators exploit privacy loopholes. Exploring why the law has struggled to keep up, she reveals how our current system leaves victims—particularly women, LGBTQ+ people, and marginalized groups—shamed and powerless while perpetrators profit, warping cultural norms around the world. Yet there is a solution to our toxic relationship with technology and privacy: fighting for intimate privacy as a civil right. Collectively, Citron argues, citizens, lawmakers, and corporations have the power to create a new reality where privacy is valued and people are protected as they embrace what technology offers. Introducing readers to the trailblazing work of advocates today, Citron urges readers to join the fight. Your intimate life shouldn’t be traded for profit or wielded against you for power: it belongs to you. With Citron as our guide, we can take back control of our data and build a better future for the next, ever more digital, generation.

Download or read book Data Mesh written by Zhamak Dehghani and published by "O'Reilly Media, Inc.". This book was released on 2022-03-08 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many enterprises are investing in a next-generation data lake, hoping to democratize data at scale to provide business insights and ultimately make automated intelligent decisions. In this practical book, author Zhamak Dehghani reveals that, despite the time, money, and effort poured into them, data warehouses and data lakes fail when applied at the scale and speed of today's organizations. A distributed data mesh is a better choice. Dehghani guides architects, technical leaders, and decision makers on their journey from monolithic big data architecture to a sociotechnical paradigm that draws from modern distributed architecture. A data mesh considers domains as a first-class concern, applies platform thinking to create self-serve data infrastructure, treats data as a product, and introduces a federated and computational model of data governance. This book shows you why and how. Examine the current data landscape from the perspective of business and organizational needs, environmental challenges, and existing architectures Analyze the landscape's underlying characteristics and failure modes Get a complete introduction to data mesh principles and its constituents Learn how to design a data mesh architecture Move beyond a monolithic data lake to a distributed data mesh.

Download or read book Software Engineering in IoT Big Data Cloud and Mobile Computing written by Haengkon Kim and published by Springer Nature. This book was released on 2020-12-26 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited book presents scientific results of the International Semi-Virtual Workshop on Software Engineering in IoT, Big data, Cloud and Mobile Computing (SE-ICBM 2020) which was held on October 15, 2020, at Soongsil University, Seoul, Korea. The aim of this workshop was to bring together researchers and scientists, businessmen and entrepreneurs, teachers, engineers, computer users, and students to discuss the numerous fields of computer science and to share their experiences and exchange new ideas and information in a meaningful way. Research results about all aspects (theory, applications and tools) of computer and information science, and to discuss the practical challenges encountered along the way and the solutions adopted to solve them. The workshop organizers selected the best papers from those papers accepted for presentation at the workshop. The papers were chosen based on review scores submitted by members of the program committee and underwent further rigorous rounds of review. From this second round of review, 17 of the conference’s most promising papers are then published in this Springer (SCI) book and not the conference proceedings. We impatiently await the important contributions that we know these authors will bring to the field of computer and information science.

Download or read book Handbook of Anthropology in Business written by Rita M Denny and published by Routledge. This book was released on 2016-06-16 with total page 838 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first comprehensive work on the burgeoning field of business anthropology, this innovative reference book, including more than 60 international scholar-practitioners, provides a foundation for the field for years to come.

Download or read book Strategic Monoliths and Microservices written by Vaughn Vernon and published by Addison-Wesley Professional. This book was released on 2021-10-27 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: Make Software Architecture Choices That Maximize Value and Innovation "[Vernon and Jaskuła] provide insights, tools, proven best practices, and architecture styles both from the business and engineering viewpoint. . . . This book deserves to become a must-read for practicing software engineers, executives as well as senior managers." --Michael Stal, Certified Senior Software Architect, Siemens Technology Strategic Monoliths and Microservices helps business decision-makers and technical team members clearly understand their strategic problems through collaboration and identify optimal architectural approaches, whether the approach is distributed microservices, well-modularized monoliths, or coarser-grained services partway between the two. Leading software architecture experts Vaughn Vernon and Tomasz Jaskuła show how to make balanced architectural decisions based on need and purpose, rather than hype, so you can promote value and innovation, deliver more evolvable systems, and avoid costly mistakes. Using realistic examples, they show how to construct well-designed monoliths that are maintainable and extensible, and how to gradually redesign and reimplement even the most tangled legacy systems into truly effective microservices. Link software architecture planning to business innovation and digital transformation Overcome communication problems to promote experimentation and discovery-based innovation Master practices that support your value-generating goals and help you invest more strategically Compare architectural styles that can lead to versatile, adaptable applications and services Recognize when monoliths are your best option and how best to architect, design, and implement them Learn when to move monoliths to microservices and how to do it, whether they're modularized or a "Big Ball of Mud" Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.

Download or read book Data Protection and Privacy Volume 10 written by Ronald Leenes and published by Bloomsbury Publishing. This book was released on 2017-12-28 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: The subjects of Privacy and Data Protection are more relevant than ever with the European General Data Protection Regulation (GDPR) becoming enforceable in May 2018. This volume brings together papers that offer conceptual analyses, highlight issues, propose solutions, and discuss practices regarding privacy and data protection. It is one of the results of the tenth annual International Conference on Computers, Privacy and Data Protection, CPDP 2017, held in Brussels in January 2017. The book explores Directive 95/46/EU and the GDPR moving from a market framing to a 'treaty-base games frame', the GDPR requirements regarding machine learning, the need for transparency in automated decision-making systems to warrant against wrong decisions and protect privacy, the riskrevolution in EU data protection law, data security challenges of Industry 4.0, (new) types of data introduced in the GDPR, privacy design implications of conversational agents, and reasonable expectations of data protection in Intelligent Orthoses. This interdisciplinary book was written while the implications of the General Data Protection Regulation 2016/679 were beginning to become clear. It discusses open issues, and daring and prospective approaches. It will serve as an insightful resource for readers with an interest in computers, privacy and data protection.

Download or read book Building an Event Driven Data Mesh written by Adam Bellemare and published by "O'Reilly Media, Inc.". This book was released on 2023-04-04 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: The exponential growth of data combined with the need to derive real-time business value is a critical issue today. An event-driven data mesh can power real-time operational and analytical workloads, all from a single set of data product streams. With practical real-world examples, this book shows you how to successfully design and build an event-driven data mesh. Building an Event-Driven Data Mesh provides: Practical tips for iteratively building your own event-driven data mesh, including hurdles you'll experience, possible solutions, and how to obtain real value as soon as possible Solutions to pitfalls you may encounter when moving your organization from monoliths to event-driven architectures A clear understanding of how events relate to systems and other events in the same stream and across streams A realistic look at event modeling options, such as fact, delta, and command type events, including how these choices will impact your data products Best practices for handling events at scale, privacy, and regulatory compliance Advice on asynchronous communication and handling eventual consistency