Distributed Streaming for Video on Demand

Download Distributed Streaming for Video on Demand PDF Online Free

Author :
Publisher :
ISBN 13 : 9780542227134
Total Pages : 58 pages
Book Rating : 4.2/5 (271 download)

DOWNLOAD NOW!


Book Synopsis Distributed Streaming for Video on Demand by : Shraddha Rumade

Download or read book Distributed Streaming for Video on Demand written by Shraddha Rumade and published by . This book was released on 2005 with total page 58 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the advent of digital media, implementing reliable Video on Demand (VoD) systems over the best effort Internet is a potential issue. Distributed streaming for Video on Demand presents a combination of two techniques. The first being Distributed Video Streaming using Multicast (DVSM) [1] involves video streaming from multiple servers to overcome path congestion. The second technique, Asynchronous Hybrid mechanism for Video on Demand [2] implements segmentation-based periodic broadcast to effectively share network bandwidth. In this work we aim at providing path diversity of multiple senders and maximizing bandwidth sharing via multicast. We exploit alternate paths in case of congestion on a path while streaming segments of video. Distributed Streaming for Video on Demand uses similar algorithms as in DVSM and extends them to incorporate the segmentation-based periodic broadcast technique in Asynchronous VoD. Due to segmentation-based multicast and patching the system can provide low access latencies for requests arriving in an ad hoc manner. This work introduces a robust Distributed Video on Demand Architecture by proposing modifications to the algorithms and mathematical relations in the base techniques.

Scalable Video on Demand

Download Scalable Video on Demand PDF Online Free

Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118691180
Total Pages : 234 pages
Book Rating : 4.1/5 (186 download)

DOWNLOAD NOW!


Book Synopsis Scalable Video on Demand by : Michael Zink

Download or read book Scalable Video on Demand written by Michael Zink and published by John Wiley & Sons. This book was released on 2013-07-17 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, the proliferation of available video content and the popularity of the Internet have encouraged service providers to develop new ways of distributing content to clients. Increasing video scaling ratios and advanced digital signal processing techniques have led to Internet Video-on-Demand applications, but these currently lack efficiency and quality. Scalable Video on Demand: Adaptive Internet-based Distribution examines how current video compression and streaming can be used to deliver high-quality applications over the Internet. In addition to analysing the problems of client heterogeneity and the absence of Quality of Service in the Internet, this book: assesses existing products and encoding formats; presents new algorithms and protocols for optimised on-line video streaming architectures; includes real-world application examples and experiments; sets out a practical ‘toolkit’ for Dynamically Reconfigurable Multimedia Distribution Systems. Written by an expert in the field of video distribution, Scalable Video on Demand: Adaptive Internet-based Distribution provides a novel approach to the design and implementation of Video-on-Demand systems for Software Engineers and researchers. It will also be useful for graduate students following Electronic Engineering and Computer Science courses.

Netflix and Streaming Video

Download Netflix and Streaming Video PDF Online Free

Author :
Publisher : John Wiley & Sons
ISBN 13 : 1509552960
Total Pages : 112 pages
Book Rating : 4.5/5 (95 download)

DOWNLOAD NOW!


Book Synopsis Netflix and Streaming Video by : Amanda D. Lotz

Download or read book Netflix and Streaming Video written by Amanda D. Lotz and published by John Wiley & Sons. This book was released on 2022-07-22 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt: Netflix and Streaming Video is the first book to provide a comprehensive foundation for understanding the business of subscriber-funded streaming video and its implications for the role of these services in culture. Drawing on Lotz’s two decades of research, it highlights the similarities and differences among streaming video services (Netflix; Amazon) and video distribution technologies (broadcast; satellite; internet). Making a number of provocative and thought-provoking arguments, the book first reveals how the reliance on subscriber payment and video on demand produces different norms and strategies compared to previous video businesses. It then investigates Netflix and how its particular blend of characteristics distinguishes it from other subscriber-funded video on demand services. The author expertly shows that, by understanding the underlying economic and technological dynamics of these services (and their differences), it is possible to better assess the actions taken by the companies and what the future of video may encompass. The book is a must-read for students and scholars of Media and Communications Studies, as well as those wishing to learn more about Netflix and streaming video services.

Portals

Download Portals PDF Online Free

Author :
Publisher : Maize Books
ISBN 13 : 9781607854005
Total Pages : 0 pages
Book Rating : 4.8/5 (54 download)

DOWNLOAD NOW!


Book Synopsis Portals by : Amanda D. Lotz

Download or read book Portals written by Amanda D. Lotz and published by Maize Books. This book was released on 2017 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Television audiences and its industry alike have been confused by the emergence of new ways to watch television. On one hand, the programs seem every bit like the television we've long known, while the way we can watch, what we can watch, and the business models supporting them differ significantly. Portals: A Treatise on Internet-Distributed Television pushes understandings of the business of television to keep pace with the considerable technological change of the last decade. It explains why shows such as Orange is the New Black or Transparent are indeed television despite coming to screens over internet connection and in exchange for a monthly fee. It explores how internet-distributed television is able to do new things - particularly, allow different people to watch different shows chosen from a library of possibilities. This technological ability allows new audience behaviors and new norms in making television. Portals are the "channels" of internet-distributed television, and Portals identifies how the task of curating a library of shows differs from channels' task of building a schedule. It explores the business model--subscriber funding--that supports many portals, and identifies the key differences from advertiser or direct purchase. Portals considers what we know about the future of television, even though we remain early in a process of transformative change.

Advances in Multimedia Information Processing - PCM 2007

Download Advances in Multimedia Information Processing - PCM 2007 PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3540772545
Total Pages : 853 pages
Book Rating : 4.5/5 (47 download)

DOWNLOAD NOW!


Book Synopsis Advances in Multimedia Information Processing - PCM 2007 by : Horace H. S. Ip

Download or read book Advances in Multimedia Information Processing - PCM 2007 written by Horace H. S. Ip and published by Springer Science & Business Media. This book was released on 2007-11-29 with total page 853 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th Pacific Rim Conference on Multimedia, PCM 2007, held in Hong Kong, China, in December 2007. The 73 revised full papers and 21 revised posters presented were carefully reviewed and selected from 247 submissions. The papers are organized in topical sections on image classification and retrieval, the AVS china national standard - technology, applications and products, human face and action recognition, and many more topics.

A Distributed Streaming Model for On-demand Streaming Applications

Download A Distributed Streaming Model for On-demand Streaming Applications PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 152 pages
Book Rating : 4.:/5 (567 download)

DOWNLOAD NOW!


Book Synopsis A Distributed Streaming Model for On-demand Streaming Applications by : Shiva Shankar Ramanna

Download or read book A Distributed Streaming Model for On-demand Streaming Applications written by Shiva Shankar Ramanna and published by . This book was released on 2004 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Optimal Resource Allocation for Distributed Video Communication

Download Optimal Resource Allocation for Distributed Video Communication PDF Online Free

Author :
Publisher : CRC Press
ISBN 13 : 1439875146
Total Pages : 212 pages
Book Rating : 4.4/5 (398 download)

DOWNLOAD NOW!


Book Synopsis Optimal Resource Allocation for Distributed Video Communication by : Yifeng He

Download or read book Optimal Resource Allocation for Distributed Video Communication written by Yifeng He and published by CRC Press. This book was released on 2013-06-24 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: While most books on the subject focus on resource allocation in just one type of network, this book is the first to examine the common characteristics of multiple distributed video communication systems. Comprehensive and systematic, Optimal Resource Allocation for Distributed Video Communication presents a unified optimization framework for resource allocation across these systems. The book examines the techniques required for optimal resource allocation over Internet, wireless cellular networks, wireless ad hoc networks, and wireless sensor networks. It provides you with the required foundation in video communications, including Peer-to-Peer (P2P) networks, wireless networks, and visual sensor networks. Whether you’re in industry or academia, you’ll value how the book outlines current challenges facing the field and outlines a general solution framework for addressing these challenges. From problem formulations and theoretical analysis to practical algorithms, it facilitates the comprehensive understanding required to achieve optimized video and multimedia communications. Presents the resource allocation techniques for scalable video communications over Internet or wireless networks Examines two resource allocation problems—distributed throughput maximization for scalable P2P Video-on-Demand (VoD) systems and streaming capacity for P2P VoD systems Outlines an optimal prefetching framework for reducing seeking delays in P2P VoD applications Examines distributed optimization techniques for unicast and multicast video streaming over wireless ad hoc networks Considers the network lifetime maximization problem in wireless visual sensor networks Detailing methods that can immediately improve the performance of your video communication systems, this book presents multiple applications of optimal resource allocation. For each of the applications, the authors present the problem formulation, the distributed algorithm, and the simulation results.

Grokking Streaming Systems

Download Grokking Streaming Systems PDF Online Free

Author :
Publisher : Simon and Schuster
ISBN 13 : 1638356491
Total Pages : 310 pages
Book Rating : 4.6/5 (383 download)

DOWNLOAD NOW!


Book Synopsis Grokking Streaming Systems by : Josh Fischer

Download or read book Grokking Streaming Systems written by Josh Fischer and published by Simon and Schuster. This book was released on 2022-04-19 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: A friendly, framework-agnostic tutorial that will help you grok how streaming systems work—and how to build your own! In Grokking Streaming Systems you will learn how to: Implement and troubleshoot streaming systems Design streaming systems for complex functionalities Assess parallelization requirements Spot networking bottlenecks and resolve back pressure Group data for high-performance systems Handle delayed events in real-time systems Grokking Streaming Systems is a simple guide to the complex concepts behind streaming systems. This friendly and framework-agnostic tutorial teaches you how to handle real-time events, and even design and build your own streaming job that’s a perfect fit for your needs. Each new idea is carefully explained with diagrams, clear examples, and fun dialogue between perplexed personalities! About the technology Streaming systems minimize the time between receiving and processing event data, so they can deliver responses in real time. For applications in finance, security, and IoT where milliseconds matter, streaming systems are a requirement. And streaming is hot! Skills on platforms like Spark, Heron, and Kafka are in high demand. About the book Grokking Streaming Systems introduces real-time event streaming applications in clear, reader-friendly language. This engaging book illuminates core concepts like data parallelization, event windows, and backpressure without getting bogged down in framework-specific details. As you go, you’ll build your own simple streaming tool from the ground up to make sure all the ideas and techniques stick. The helpful and entertaining illustrations make streaming systems come alive as you tackle relevant examples like real-time credit card fraud detection and monitoring IoT services. What's inside Implement and troubleshoot streaming systems Design streaming systems for complex functionalities Spot networking bottlenecks and resolve backpressure Group data for high-performance systems About the reader No prior experience with streaming systems is assumed. Examples in Java. About the author Josh Fischer and Ning Wang are Apache Committers, and part of the committee for the Apache Heron distributed stream processing engine. Table of Contents PART 1 GETTING STARTED WITH STREAMING 1 Welcome to Grokking Streaming Systems 2 Hello, streaming systems! 3 Parallelization and data grouping 4 Stream graph 5 Delivery semantics 6 Streaming systems review and a glimpse ahead PART 2 STEPPING UP 7 Windowed computations 8 Join operations 9 Backpressure 10 Stateful computation 11 Wrap-up: Advanced concepts in streaming systems

Protocols and Systems for Interactive Distributed Multimedia

Download Protocols and Systems for Interactive Distributed Multimedia PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3540001697
Total Pages : 386 pages
Book Rating : 4.5/5 (4 download)

DOWNLOAD NOW!


Book Synopsis Protocols and Systems for Interactive Distributed Multimedia by : Fernando Boavida

Download or read book Protocols and Systems for Interactive Distributed Multimedia written by Fernando Boavida and published by Springer Science & Business Media. This book was released on 2002-11-13 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Joint International Workshops on Interactive Distributed Multimedia Systems and Protocols for Multimedia Systems, IDMS/PROMS 2002, held in Coimbra, Portugal in November 2002. The 30 revised full papers presented were carefully reviewed and selected from 112 submissions. The papers are organized in topical sections on performance of protocols and applications, mobile multimedia systems, standards and related issues, quality of service, video systems and applications, resource management, and multimedia support.

On-Demand Culture

Download On-Demand Culture PDF Online Free

Author :
Publisher : Rutgers University Press
ISBN 13 : 0813567165
Total Pages : 214 pages
Book Rating : 4.8/5 (135 download)

DOWNLOAD NOW!


Book Synopsis On-Demand Culture by : Chuck Tryon

Download or read book On-Demand Culture written by Chuck Tryon and published by Rutgers University Press. This book was released on 2013-07-18 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: The movie industry is changing rapidly, due in part to the adoption of digital technologies. Distributors now send films to theaters electronically. Consumers can purchase or rent movies instantly online and then watch them on their high-definition televisions, their laptops, or even their cell phones. Meanwhile, social media technologies allow independent filmmakers to raise money and sell their movies directly to the public. All of these changes contribute to an “on-demand culture,” a shift that is radically altering film culture and contributing to a much more personalized viewing experience. Chuck Tryon offers a compelling introduction to a world in which movies have become digital files. He navigates the complexities of digital delivery to show how new modes of access—online streaming services like YouTube or Netflix, digital downloads at iTunes, the popular Redbox DVD kiosks in grocery stores, and movie theaters offering digital projection of such 3-D movies as Avatar—are redefining how audiences obtain and consume motion picture entertainment. Tryon also tracks the reinvention of independent movies and film festivals by enterprising artists who have built their own fundraising and distribution models online. Unique in its focus on the effects of digital technologies on movie distribution, On-Demand Culture offers a corrective to address the rapid changes in the film industry now that movies are available at the click of a button.

Multimedia Image and Video Processing

Download Multimedia Image and Video Processing PDF Online Free

Author :
Publisher : CRC Press
ISBN 13 : 1351833650
Total Pages : 1064 pages
Book Rating : 4.3/5 (518 download)

DOWNLOAD NOW!


Book Synopsis Multimedia Image and Video Processing by : Ling Guan

Download or read book Multimedia Image and Video Processing written by Ling Guan and published by CRC Press. This book was released on 2017-12-19 with total page 1064 pages. Available in PDF, EPUB and Kindle. Book excerpt: As multimedia applications have become part of contemporary daily life, numerous paradigm-shifting technologies in multimedia processing have emerged over the last decade. Substantially updated with 21 new chapters, Multimedia Image and Video Processing, Second Edition explores the most recent advances in multimedia research and applications. This edition presents a comprehensive treatment of multimedia information mining, security, systems, coding, search, hardware, and communications as well as multimodal information fusion and interaction. Clearly divided into seven parts, the book begins with a section on standards, fundamental methods, design issues, and typical architectures. It then focuses on the coding of video and multimedia content before covering multimedia search, retrieval, and management. After examining multimedia security, the book describes multimedia communications and networking and explains the architecture design and implementation for multimedia image and video processing. It concludes with a section on multimedia systems and applications. Written by some of the most prominent experts in the field, this updated edition provides readers with the latest research in multimedia processing and equips them with advanced techniques for the design of multimedia systems.

Explain the Cloud Like I’m 10

Download Explain the Cloud Like I’m 10 PDF Online Free

Author :
Publisher : Possibility Outpost Inc.
ISBN 13 :
Total Pages : 386 pages
Book Rating : 4./5 ( download)

DOWNLOAD NOW!


Book Synopsis Explain the Cloud Like I’m 10 by : Todd Hoff

Download or read book Explain the Cloud Like I’m 10 written by Todd Hoff and published by Possibility Outpost Inc.. This book was released on 2017-10-03 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is the cloud? Discover the secrets of the cloud through simple explanations that use lots of pictures and lots of examples. Why learn about the cloud? It’s the future. The cloud is the future of software, the future of computing, and the future of business. If you’re not up on the cloud the future will move on without you. Don’t miss out. Not a geek? Don’t worry. I wrote this book for you! After reading Explain Cloud Like I'm 10, you will understand the cloud. That’s a promise. How do I deliver on that promise? I’ll let you in on a little secret: the cloud is not that hard to understand. It’s just that nobody has taken the time to explain it properly. take the time. I go slow. You’ll learn step-by-step; one idea at a time. You’ll learn something new no matter if you’re a beginner, someone who knows a little and wants to know more, or someone thinking about a career change. In Explain Cloud Like I'm 10, you’ll discover: •  How the cloud got its name. A more interesting story than you might think.An intuitive picture based definition of the cloud. •  What it means when someone says a service is in the cloud.If stormy weather affects cloud computing. •  How the internet really works. Most people don’t know. You will.The real genius of cloud computing. Hint: it’s not the technology. •  The good, the bad, and the ugly of cloud computing. •  How cloud computing changed how software is made—forever. •  Why Amazon AWS became so popular. Hint: it’s not the technology. •  What happens when you press play on Netflix. •  Why Kindle is the perfect example of a cloud service. •  The radically different approaches Apple and Google take to the cloud. •  How Google Maps and Facebook Messenger excel as cloud applications. •  Cloud providers are engaging in a winner-take-all war to addict you to their ecosystems. •  Key ideas like: VM, serverless, container, IaaS, PaaS, SaaS, virtualization, caching, ISP, OpEx, CapEx, network, AMI, EC2, S3, CDN, elastic computing, datacenter, and cloud-native.And so much more. Sound like gobbledygook? Don’t worry! It will all make sense. I’ve been a programmer and a writer for over 30 years. I’ve been in cloud computing since the beginning, and I’m here to help you on your journey to understand the cloud. Consider me your guide. I’ll be with you every step of the way. Sound fun? Buy Explain Cloud Like I'm 10 and let’s get started learning about the cloud today!

Scalable Continuous Media Streaming Systems

Download Scalable Continuous Media Streaming Systems PDF Online Free

Author :
Publisher : John Wiley & Sons
ISBN 13 : 0470857641
Total Pages : 394 pages
Book Rating : 4.4/5 (78 download)

DOWNLOAD NOW!


Book Synopsis Scalable Continuous Media Streaming Systems by : Jack Lee

Download or read book Scalable Continuous Media Streaming Systems written by Jack Lee and published by John Wiley & Sons. This book was released on 2005-11-01 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: Continuous media streaming systems will shape the future of information infrastructure. The challenge is to design systems and networks capable of supporting millions of concurrent users. Key to this is the integration of fault-tolerant mechanisms to prevent individual component failures from disrupting systems operations. These are just some of the hurdles that need to be overcome before large-scale continuous media services such as video-on-demand can be deployed with maximum efficiency. The author places the subject in context, drawing together findings from the past decade of research whilst examining the technology’s present status and its future potential. The approach adopted is comprehensive, covering topics – notably the scalability and fault-tolerance issues - that previously have not been treated in depth. Provides an accessible introduction to the technology, presenting the basic principles for media streaming system design, focusing on the need for the correct and timely delivery of data. Explores the use of parallel server architectures to tackle the two key challenges of scalability and fault-tolerance. Investigates the use of network multicast streaming algorithms to further increase the scalability of very-large-scale media streaming systems. Illustrates all findings using real-world examples and case studies gleaned from cutting-edge worldwide research. Combining theory and practice, this book will appeal to industry specialists working in content distribution in general and continuous media streaming in particular. The introductory materials and basic building blocks complemented by amply illustrated, more advanced coverage provide essential reading for senior undergraduates, postgraduates and researchers in these fields.

Interactive Distributed Multimedia Systems

Download Interactive Distributed Multimedia Systems PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3540425306
Total Pages : 271 pages
Book Rating : 4.5/5 (44 download)

DOWNLOAD NOW!


Book Synopsis Interactive Distributed Multimedia Systems by : Doug Shepherd

Download or read book Interactive Distributed Multimedia Systems written by Doug Shepherd and published by Springer Science & Business Media. This book was released on 2001-08-22 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Workshop on Interactive Distributed Multimedia Systems, IDMS 2001, held in Lancaster, UK, in September 2001. The 15 revised full papers and 8 short papers presented together with 3 abstracts of invited talks were carefully reviewed and selected from 48 submissions. The book offers topical sections on media distribution, QoS issues in multimedia, multimedia middleware, congestion control and adaptation, and control of multimedia networks.

The Business of Media Distribution

Download The Business of Media Distribution PDF Online Free

Author :
Publisher : CRC Press
ISBN 13 : 1136070699
Total Pages : 396 pages
Book Rating : 4.1/5 (36 download)

DOWNLOAD NOW!


Book Synopsis The Business of Media Distribution by : Jeff Ulin

Download or read book The Business of Media Distribution written by Jeff Ulin and published by CRC Press. This book was released on 2013-10-15 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: First published in 2013. Routledge is an imprint of Taylor & Francis, an informa company.

Intelligent Multimedia Communication: Techniques and Applications

Download Intelligent Multimedia Communication: Techniques and Applications PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 364211685X
Total Pages : 509 pages
Book Rating : 4.6/5 (421 download)

DOWNLOAD NOW!


Book Synopsis Intelligent Multimedia Communication: Techniques and Applications by : Chang Wen Chen

Download or read book Intelligent Multimedia Communication: Techniques and Applications written by Chang Wen Chen and published by Springer Science & Business Media. This book was released on 2011-07-06 with total page 509 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multimedia data are used more and more widely in human being's life, e.g., videoconferencing, visual telephone, IPTV, etc. Nearly most of the applications need multimedia transmission techniques that send multimedia data from one side to another side and keep the properties of efficiency, robustness and security. Here, the efficiency denotes the time cost of transmission operations, the robustness denotes the ability to survive transmission errors or noises, and the security denotes the protection of the transmitted media content. Recently, various intelligent or innovative techniques are invented, which bring vast performance improvements to practical applications. For example, such content transmission techniques as p2p, sensor network and ad hoc network are constructed, which adaptively use the peers’ properties to improve the network’s resources. Multimedia adaptation techniques can adjust the multimedia data rate in order to compliant with the network’s bandwidth. Scalable encryption techniques can generate the data stream that can be correctly decrypted after bit rate conversion. Ubiquitous multimedia services make the user share any kind of content anywhere. The book includes fourteen chapters highlighting current concepts, issues and emerging technologies. Distinguished scholars from many prominent research institutions around the world contribute to the book. The book covers various aspects, including not only some fundamental knowledge and the latest key techniques, but also typical applications and open issues. For example, the covered topics include the present and future video coding standards, stereo and multiview coding techniques, free-viewpoint TV techniques, wireless broadcasting techniques, media streaming techniques, wireless media transmission techniques and systems, and User-Generated Content sharing.

Streaming Architecture

Download Streaming Architecture PDF Online Free

Author :
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 149195390X
Total Pages : 119 pages
Book Rating : 4.4/5 (919 download)

DOWNLOAD NOW!


Book Synopsis Streaming Architecture by : Ted Dunning

Download or read book Streaming Architecture written by Ted Dunning and published by "O'Reilly Media, Inc.". This book was released on 2016-05-10 with total page 119 pages. Available in PDF, EPUB and Kindle. Book excerpt: More and more data-driven companies are looking to adopt stream processing and streaming analytics. With this concise ebook, you’ll learn best practices for designing a reliable architecture that supports this emerging big-data paradigm. Authors Ted Dunning and Ellen Friedman (Real World Hadoop) help you explore some of the best technologies to handle stream processing and analytics, with a focus on the upstream queuing or message-passing layer. To illustrate the effectiveness of these technologies, this book also includes specific use cases. Ideal for developers and non-technical people alike, this book describes: Key elements in good design for streaming analytics, focusing on the essential characteristics of the messaging layer New messaging technologies, including Apache Kafka and MapR Streams, with links to sample code Technology choices for streaming analytics: Apache Spark Streaming, Apache Flink, Apache Storm, and Apache Apex How stream-based architectures are helpful to support microservices Specific use cases such as fraud detection and geo-distributed data streams Ted Dunning is Chief Applications Architect at MapR Technologies, and active in the open source community. He currently serves as VP for Incubator at the Apache Foundation, as a champion and mentor for a large number of projects, and as committer and PMC member of the Apache ZooKeeper and Drill projects. Ted is on Twitter as @ted_dunning. Ellen Friedman, a committer for the Apache Drill and Apache Mahout projects, is a solutions consultant and well-known speaker and author, currently writing mainly about big data topics. With a PhD in Biochemistry, she has years of experience as a research scientist and has written about a variety of technical topics. Ellen is on Twitter as @Ellen_Friedman.