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| effective kafka: Kafka: The Definitive Guide Neha Narkhede, Gwen Shapira, Todd Palino, 2017-08-31 Every enterprise application creates data, whether it’s log messages, metrics, user activity, outgoing messages, or something else. And how to move all of this data becomes nearly as important as the data itself. If you’re an application architect, developer, or production engineer new to Apache Kafka, this practical guide shows you how to use this open source streaming platform to handle real-time data feeds. Engineers from Confluent and LinkedIn who are responsible for developing Kafka explain how to deploy production Kafka clusters, write reliable event-driven microservices, and build scalable stream-processing applications with this platform. Through detailed examples, you’ll learn Kafka’s design principles, reliability guarantees, key APIs, and architecture details, including the replication protocol, the controller, and the storage layer. Understand publish-subscribe messaging and how it fits in the big data ecosystem. Explore Kafka producers and consumers for writing and reading messages Understand Kafka patterns and use-case requirements to ensure reliable data delivery Get best practices for building data pipelines and applications with Kafka Manage Kafka in production, and learn to perform monitoring, tuning, and maintenance tasks Learn the most critical metrics among Kafka’s operational measurements Explore how Kafka’s stream delivery capabilities make it a perfect source for stream processing systems |
| effective kafka: Building Data Streaming Applications with Apache Kafka Manish Kumar, Chanchal Singh, 2017-08-18 Design and administer fast, reliable enterprise messaging systems with Apache Kafka About This Book Build efficient real-time streaming applications in Apache Kafka to process data streams of data Master the core Kafka APIs to set up Apache Kafka clusters and start writing message producers and consumers A comprehensive guide to help you get a solid grasp of the Apache Kafka concepts in Apache Kafka with pracitcalpractical examples Who This Book Is For If you want to learn how to use Apache Kafka and the different tools in the Kafka ecosystem in the easiest possible manner, this book is for you. Some programming experience with Java is required to get the most out of this book What You Will Learn Learn the basics of Apache Kafka from scratch Use the basic building blocks of a streaming application Design effective streaming applications with Kafka using Spark, Storm &, and Heron Understand the importance of a low -latency , high- throughput, and fault-tolerant messaging system Make effective capacity planning while deploying your Kafka Application Understand and implement the best security practices In Detail Apache Kafka is a popular distributed streaming platform that acts as a messaging queue or an enterprise messaging system. It lets you publish and subscribe to a stream of records, and process them in a fault-tolerant way as they occur. This book is a comprehensive guide to designing and architecting enterprise-grade streaming applications using Apache Kafka and other big data tools. It includes best practices for building such applications, and tackles some common challenges such as how to use Kafka efficiently and handle high data volumes with ease. This book first takes you through understanding the type messaging system and then provides a thorough introduction to Apache Kafka and its internal details. The second part of the book takes you through designing streaming application using various frameworks and tools such as Apache Spark, Apache Storm, and more. Once you grasp the basics, we will take you through more advanced concepts in Apache Kafka such as capacity planning and security. By the end of this book, you will have all the information you need to be comfortable with using Apache Kafka, and to design efficient streaming data applications with it. Style and approach A step-by –step, comprehensive guide filled with practical and real- world examples |
| effective kafka: Building Event-Driven Microservices Adam Bellemare, 2020-07-02 Organizations today often struggle to balance business requirements with ever-increasing volumes of data. Additionally, the demand for leveraging large-scale, real-time data is growing rapidly among the most competitive digital industries. Conventional system architectures may not be up to the task. With this practical guide, you’ll learn how to leverage large-scale data usage across the business units in your organization using the principles of event-driven microservices. Author Adam Bellemare takes you through the process of building an event-driven microservice-powered organization. You’ll reconsider how data is produced, accessed, and propagated across your organization. Learn powerful yet simple patterns for unlocking the value of this data. Incorporate event-driven design and architectural principles into your own systems. And completely rethink how your organization delivers value by unlocking near-real-time access to data at scale. You’ll learn: How to leverage event-driven architectures to deliver exceptional business value The role of microservices in supporting event-driven designs Architectural patterns to ensure success both within and between teams in your organization Application patterns for developing powerful event-driven microservices Components and tooling required to get your microservice ecosystem off the ground |
| effective kafka: Mastering Kafka Streams and ksqlDB Mitch Seymour, 2021-02-04 Working with unbounded and fast-moving data streams has historically been difficult. But with Kafka Streams and ksqlDB, building stream processing applications is easy and fun. This practical guide shows data engineers how to use these tools to build highly scalable stream processing applications for moving, enriching, and transforming large amounts of data in real time. Mitch Seymour, data services engineer at Mailchimp, explains important stream processing concepts against a backdrop of several interesting business problems. You'll learn the strengths of both Kafka Streams and ksqlDB to help you choose the best tool for each unique stream processing project. Non-Java developers will find the ksqlDB path to be an especially gentle introduction to stream processing. Learn the basics of Kafka and the pub/sub communication pattern Build stateless and stateful stream processing applications using Kafka Streams and ksqlDB Perform advanced stateful operations, including windowed joins and aggregations Understand how stateful processing works under the hood Learn about ksqlDB's data integration features, powered by Kafka Connect Work with different types of collections in ksqlDB and perform push and pull queries Deploy your Kafka Streams and ksqlDB applications to production |
| effective kafka: 97 Things Every Data Engineer Should Know Tobias Macey, 2021-06-11 Take advantage of today's sky-high demand for data engineers. With this in-depth book, current and aspiring engineers will learn powerful real-world best practices for managing data big and small. Contributors from notable companies including Twitter, Google, Stitch Fix, Microsoft, Capital One, and LinkedIn share their experiences and lessons learned for overcoming a variety of specific and often nagging challenges. Edited by Tobias Macey, host of the popular Data Engineering Podcast, this book presents 97 concise and useful tips for cleaning, prepping, wrangling, storing, processing, and ingesting data. Data engineers, data architects, data team managers, data scientists, machine learning engineers, and software engineers will greatly benefit from the wisdom and experience of their peers. Topics include: The Importance of Data Lineage - Julien Le Dem Data Security for Data Engineers - Katharine Jarmul The Two Types of Data Engineering and Data Engineers - Jesse Anderson Six Dimensions for Picking an Analytical Data Warehouse - Gleb Mezhanskiy The End of ETL as We Know It - Paul Singman Building a Career as a Data Engineer - Vijay Kiran Modern Metadata for the Modern Data Stack - Prukalpa Sankar Your Data Tests Failed! Now What? - Sam Bail |
| effective kafka: Effective Kafka Emil Koutanov, 2020 |
| effective kafka: Effective Kafka Emil Koutanov, 2020-03-17 The software architecture landscape has evolved dramatically over the past decade. Microservices have displaced monoliths. Data and applications are increasingly becoming distributed and decentralised. But composing disparate systems is a hard problem. More recently, software practitioners have been rapidly converging on event-driven architecture as a sustainable way of dealing with complexity - integrating systems without increasing their coupling.In Effective Kafka, Emil Koutanov explores the fundamentals of Event-Driven Architecture - using Apache Kafka - the world's most popular and supported open-source event streaming platform.You'll learn: - The fundamentals of event-driven architecture and event streaming platforms- The background and rationale behind Apache Kafka, its numerous potential uses and applications- The architecture and core concepts - the underlying software components, partitioning and parallelism, load-balancing, record ordering and consistency modes- Installation of Kafka and related tooling - using standalone deployments, clusters, and containerised deployments with Docker- Using CLI tools to interact with and administer Kafka classes, as well as publishing data and browsing topics- Using third-party web-based tools for monitoring a cluster and gaining insights into the event streams- Building stream processing applications in Java 11 using off-the-shelf client libraries- Patterns and best-practice for organising the application architecture, with emphasis on maintainability and testability of the resulting code- The numerous gotchas that lurk in Kafka's client and broker configuration, and how to counter them- Theoretical background on distributed and concurrent computing, exploring factors affecting their liveness and safety- Best-practices for running multi-tenanted clusters across diverse engineering teams, how teams collaborate to build complex systems at scale and equitably share the cluster with the aid of quotas- Operational aspects of running Kafka clusters at scale, performance tuning and methods for optimising network and storage utilisation- All aspects of Kafka security -including network segregation, encryption, certificates, authentication and authorization.The coverage is progressively delivered and carefully aimed at giving you a journey-like experience into becoming proficient with Apache Kafka and Event-Driven Architecture. The goal is to get you designing and building applications. And by the conclusion of this book, you will be a confident practitioner and a Kafka evangelist within your organisation - wielding the knowledge necessary to teach others. |
| effective kafka: Learning Spark Jules S. Damji, Brooke Wenig, Tathagata Das, Denny Lee, 2020-07-16 Data is bigger, arrives faster, and comes in a variety of formatsâ??and it all needs to be processed at scale for analytics or machine learning. But how can you process such varied workloads efficiently? Enter Apache Spark. Updated to include Spark 3.0, this second edition shows data engineers and data scientists why structure and unification in Spark matters. Specifically, this book explains how to perform simple and complex data analytics and employ machine learning algorithms. Through step-by-step walk-throughs, code snippets, and notebooks, youâ??ll be able to: Learn Python, SQL, Scala, or Java high-level Structured APIs Understand Spark operations and SQL Engine Inspect, tune, and debug Spark operations with Spark configurations and Spark UI Connect to data sources: JSON, Parquet, CSV, Avro, ORC, Hive, S3, or Kafka Perform analytics on batch and streaming data using Structured Streaming Build reliable data pipelines with open source Delta Lake and Spark Develop machine learning pipelines with MLlib and productionize models using MLflow |
| effective kafka: Konundrum Franz Kafka, 2016-11-01 In this new selection and translation, Peter Wortsman mines Franz Kafka's entire opus of short prose--including works published in the author's brief lifetime, posthumously published stories, journals, and letters--for narratives that sound the imaginative depths of the great German-Jewish scribe from Prague. It is the first volume in English to consider his deeply strange, resonantly humane letters and journal entries alongside his classic short fiction and lyrical vignettes Transformed is a vivid retranslation of one of Kafka's signature stories, Die Verwandlung, commonly rendered in English as The Metamorphosis. Composed of short, black comic parables, fables, fairy tales, and reflections, Konundrums also includes classic stories like In the Penal Colony, Kafka's prescient foreshadowing of the nightmare of the Twentieth Century, refreshing the writer's mythic storytelling powers for a new generation of readers. Contents: • Words are Miserable Miners of Meaning • Letter to Ernst Rowohlt • Reflections • Concerning Parables • Children on the Country Road • The Spinning Top • The Street-Side Window • At Night • Unhappiness • Clothes Make the Man • On the Inability to Write • From Somewhere in the Middle • I Can Also Laugh • The Need to Be Alone • So I Sat at My Stately Desk • A Writer's Quandary • Give it Up! • Eleven Sons • Paris Outing • The Bridge • The Trees • The Truth About Sancho Pansa • The Silence of the Sirens • Prometheus • Poseidon • The Municipal Coat of Arms • A Message from the Emperor • The Next Village Over • First Sorrow • The Hunger Artist • Josephine, Our Meistersinger, or the Music of Mice • Investigations of a Dog • A Report to an Academy • A Hybrid • Transformed • In the Penal Colony • From The Burrow • Selected Aphorisms • Selected Last Conversation Shreds • In the Caves of the Unconscious: K is for Kafka (An Afterword) • The Back of Words (A Post Script) |
| effective kafka: Streaming Architecture Ted Dunning, Ellen Friedman, 2016-05-10 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. |
| effective kafka: Streaming Systems Tyler Akidau, Slava Chernyak, Reuven Lax, 2018-07-16 Streaming data is a big deal in big data these days. As more and more businesses seek to tame the massive unbounded data sets that pervade our world, streaming systems have finally reached a level of maturity sufficient for mainstream adoption. With this practical guide, data engineers, data scientists, and developers will learn how to work with streaming data in a conceptual and platform-agnostic way. Expanded from Tyler Akidau’s popular blog posts Streaming 101 and Streaming 102, this book takes you from an introductory level to a nuanced understanding of the what, where, when, and how of processing real-time data streams. You’ll also dive deep into watermarks and exactly-once processing with co-authors Slava Chernyak and Reuven Lax. You’ll explore: How streaming and batch data processing patterns compare The core principles and concepts behind robust out-of-order data processing How watermarks track progress and completeness in infinite datasets How exactly-once data processing techniques ensure correctness How the concepts of streams and tables form the foundations of both batch and streaming data processing The practical motivations behind a powerful persistent state mechanism, driven by a real-world example How time-varying relations provide a link between stream processing and the world of SQL and relational algebra |
| effective kafka: Kafka Mastery Guide: Comprehensive Techniques and Insights Adam Jones, 2024-12-11 Unlock the full potential of Apache Kafka with Kafka Mastery Guide: Comprehensive Techniques and Insights, your all-encompassing manual to the world’s leading distributed event streaming platform. Whether you're embarking on your Kafka journey or seeking to master its advanced intricacies, this book provides everything you need to successfully deploy, manage, and optimize Kafka across any environment. Inside Kafka Mastery Guide: Comprehensive Techniques and Insights, you'll experience a seamless transition from the foundational principles of Kafka’s architecture to the more complex facets of its ecosystem. Discover how to efficiently produce and consume messages, scale Kafka in cloud environments, handle data serialization, and process streams in real-time, maximizing the potential of your data streams. The guide delves beyond the basics, offering in-depth exploration of Kafka security, monitoring, performance tuning, and the platform's most recent innovative features. Each chapter is rich with practical insights, comprehensive explanations, and applicable real-world scenarios, empowering you to adeptly manage Kafka's complexities. Designed for software developers, data engineers, system architects, and anyone engaged in data processing systems, Kafka Mastery Guide: Comprehensive Techniques and Insights is your gateway to mastering event-driven architectures. Elevate your applications to new heights of performance and scalability by harnessing the power of Kafka, and revolutionize how you handle real-time data today. |
| effective kafka: The Trial / Der Proceß Franz Kafka, 2017-06-23 This edition contains the English translation and the original text in German. The Trial (original German title: Der Process, later Der Prozess, Der Proceß and Der Prozeß) is a novel written by Franz Kafka in 1914 and 1915 but not published until 1925. One of Kafka's best-known works, it tells the story of a man arrested and prosecuted by a remote, inaccessible authority, with the nature of his crime revealed neither to him nor the reader. Like Kafka's other novels, The Trial was never completed, although it does include a chapter which brings the story to an end. Because of this, there are some inconsistencies and discontinuities in narration within the novel, such as disparities in timing. After Kafka's death in 1924 his friend and literary executor Max Brod edited the text for publication by Verlag Die Schmiede. The original manuscript is held at the Museum of Modern Literature, Marbach am Neckar, Germany. In 1999, the book was listed in Le Monde's 100 Books of the Century and as No. 2 of the Best German Novels of the Twentieth Century. Der Process (auch Der Prozeß oder Der Proceß, Titel der Erstausgabe: Der Prozess) ist neben Der Verschollene (auch unter dem Titel Amerika bekannt) und Das Schloss einer von drei unvollendeten und postum erschienenen Romanen von Franz Kafka. |
| effective kafka: The Cambridge Introduction to Franz Kafka Carolin Duttlinger, 2013-06-27 Franz Kafka (1883–1924) is one of the most influential of modern authors, whose darkly fascinating novels and stories - where themes such as power, punishment and alienation loom large - have become emblematic of modern life. This Introduction offers a clear and accessible account of Kafka's life, work and literary influence and overturns many myths surrounding them. His texts are in fact far more engaging, diverse, light-hearted and ironic than is commonly suggested by clichés of 'the Kafkaesque'. And, once explored in detail, they are less difficult and impenetrable than is often assumed. Through close analysis of their style, imagery and narrative perspective, Carolin Duttlinger aims to give readers the confidence to (re-)discover Kafka's works without constant recourse to the mantras of critical orthodoxy. In addition, she situates Kafka's texts within their wider cultural, historical and political contexts illustrating how they respond to the concerns of their age, and of our own. |
| effective kafka: Conversations with Kafka (Second Edition) Gustav Janouch, 2012-01-26 A literary gem – a portrait from life of Franz Kafka – now with an ardent preface by Francine Prose, avowed “fan of Janouch’s odd and beautiful book.” Gustav Janouch met Franz Kafka, the celebrated author of The Metamorphosis, as a seventeen-year-old fledgling poet. As Francine Prose notes in her wonderful preface, “they fell into the habit of taking long strolls through the city, strolls on which Kafka seems to have said many amazing, incisive, literary, and per- things to his companion and interlocutor, the teenage Boswell of Prague. Crossing a windswept square, apropos of something or other, Kafka tells Janouch, ‘Life is infinitely great and profound as the immensity of the stars above us. One can only look at it through the narrow keyhole of one’s personal experience. But through it one perceives more than one can see. So above all one must keep the keyhole clean.’” They talk about writing (Kafka’s own, but also that of his favorite writers: Poe, Kleist, and Rimbaud, who “transforms vowels into colors”) as well as technology, film, crime, Darwinism, Chinese philosophy, carpentry, insomnia, street fights, Hindu scripture, art, suicide, and prayer. “Prayer,” Kafka notes, brings “its infinite radiance to bed in the frail little cradle of one’s own existence.” |
| effective kafka: Forest Dark Nicole Krauss, 2017-09-12 **A New York Times Notable Book of the Year; A Globe and Mail Best Book of the Year** A brilliant novel. I am full of admiration. —Philip Roth One of America’s most important novelists (New York Times), the award-winning, New York Times bestselling author of The History of Love, conjures an achingly beautiful and breathtakingly original novel about personal transformation that interweaves the stories of two disparate individuals—an older lawyer and a young novelist—whose transcendental search leads them to the same Israeli desert. Jules Epstein, a man whose drive, avidity, and outsized personality have, for sixty-eight years, been a force to be reckoned with, is undergoing a metamorphosis. In the wake of his parents’ deaths, his divorce from his wife of more than thirty years, and his retirement from the New York legal firm where he was a partner, he’s felt an irresistible need to give away his possessions, alarming his children and perplexing the executor of his estate. With the last of his wealth, he travels to Israel, with a nebulous plan to do something to honor his parents. In Tel Aviv, he is sidetracked by a charismatic American rabbi planning a reunion for the descendants of King David who insists that Epstein is part of that storied dynastic line. He also meets the rabbi’s beautiful daughter who convinces Epstein to become involved in her own project—a film about the life of David being shot in the desert—with life-changing consequences. But Epstein isn’t the only seeker embarking on a metaphysical journey that dissolves his sense of self, place, and history. Leaving her family in Brooklyn, a young, well-known novelist arrives at the Tel Aviv Hilton where she has stayed every year since birth. Troubled by writer’s block and a failing marriage, she hopes that the hotel can unlock a dimension of reality—and her own perception of life—that has been closed off to her. But when she meets a retired literature professor who proposes a project she can’t turn down, she’s drawn into a mystery that alters her life in ways she could never have imagined. Bursting with life and humor, Forest Dark is a profound, mesmerizing novel of metamorphosis and self-realization—of looking beyond all that is visible towards the infinite. |
| effective kafka: The Cambridge Companion to Kafka Julian Preece, 2002-02-21 Franz Kafka's writing has had a wide-reaching influence on European literature, culture and thought. The Cambridge Companion to Kafka, offers a comprehensive account of his life and work, providing a rounded contemporary appraisal of Central Europe's most distinctive Modernist. Contributions cover all the key texts, and discuss Kafka's writing in a variety of critical contexts such as feminism, deconstruction, psycho-analysis, Marxism, Jewish studies. Other chapters discuss his impact on popular culture and film. The essays are well supported by supplementary material including a chronology of the period and detailed guides to further reading, and will be of interest to students of German, European and Comparative Literature, Jewish Studies. |
| effective kafka: I Heart Logs Jay Kreps, 2014-09-23 Why a book about logs? That’s easy: the humble log is an abstraction that lies at the heart of many systems, from NoSQL databases to cryptocurrencies. Even though most engineers don’t think much about them, this short book shows you why logs are worthy of your attention. Based on his popular blog posts, LinkedIn principal engineer Jay Kreps shows you how logs work in distributed systems, and then delivers practical applications of these concepts in a variety of common uses—data integration, enterprise architecture, real-time stream processing, data system design, and abstract computing models. Go ahead and take the plunge with logs; you’re going love them. Learn how logs are used for programmatic access in databases and distributed systems Discover solutions to the huge data integration problem when more data of more varieties meet more systems Understand why logs are at the heart of real-time stream processing Learn the role of a log in the internals of online data systems Explore how Jay Kreps applies these ideas to his own work on data infrastructure systems at LinkedIn |
| effective kafka: Franz Kafka in Context Carolin Duttlinger, 2017-12-28 Franz Kafka (1883–1924) lived through one of the most turbulent periods in modern history, witnessing a world war, the dissolution of an empire and the foundation of a new nation state. But the early twentieth century was also a time of social progress and aesthetic experimentation. Kafka's novels and short stories reflect their author's keen but critical engagement with the big questions of his time, and yet often Kafka is still cast as a solitary figure with little or no connection to his age. Franz Kafka in Context aims to redress this perception. In thirty-five short, accessible essays, leading international scholars explore Kafka's personal and working life, his reception of art and culture, his engagement with political and social issues, and his ongoing reception and influence. Together they offer a nuanced and historically grounded image of a writer whose work continues to fascinate readers from all backgrounds. |
| effective kafka: The Effective Manager Mark Horstman, 2016-06-17 The how-to guide for exceptional management from the bottom up The Effective Manager is a hands-on practical guide to great management at every level. Written by the man behind Manager Tools, the world's number-one business podcast, this book distills the author's 25 years of management training expertise into clear, actionable steps to start taking today. First, you'll identify what effective management actually looks like: can you get the job done at a high level? Do you attract and retain top talent without burning them out? Then you'll dig into the four critical behaviors that make a manager great, and learn how to adjust your own behavior to be the leader your team needs. You'll learn the four major tools that should be a part of every manager's repertoire, how to use them, and even how to introduce them to the team in a productive, non-disruptive way. Most management books are written for CEOs and geared toward improving corporate management, but this book is expressly aimed at managers of any level—with a behavioral framework designed to be tailored to your team's specific needs. Understand your team's strengths, weaknesses, and goals in a meaningful way Stop limiting feedback to when something goes wrong Motivate your people to continuous improvement Spread the work around and let people stretch their skills Effective managers are good at the job and good at people. The key is combining those skills to foster your team's development, get better and better results, and maintain a culture of positive productivity. The Effective Manager shows you how to turn good into great with clear, actionable, expert guidance. |
| effective kafka: Big Data SMACK Raul Estrada, Isaac Ruiz, 2016-09-29 Learn how to integrate full-stack open source big data architecture and to choose the correct technology—Scala/Spark, Mesos, Akka, Cassandra, and Kafka—in every layer. Big data architecture is becoming a requirement for many different enterprises. So far, however, the focus has largely been on collecting, aggregating, and crunching large data sets in a timely manner. In many cases now, organizations need more than one paradigm to perform efficient analyses. Big Data SMACK explains each of the full-stack technologies and, more importantly, how to best integrate them. It provides detailed coverage of the practical benefits of these technologies and incorporates real-world examples in every situation. This book focuses on the problems and scenarios solved by the architecture, as well as the solutions provided by every technology. It covers the six main concepts of big data architecture and how integrate, replace, and reinforce every layer: The language: Scala The engine: Spark (SQL, MLib, Streaming, GraphX) The container: Mesos, Docker The view: Akka The storage: Cassandra The message broker: Kafka What You Will Learn: Make big data architecture without using complex Greek letter architectures Build a cheap but effective cluster infrastructure Make queries, reports, and graphs that business demands Manage and exploit unstructured and No-SQL data sources Use tools to monitor the performance of your architecture Integrate all technologies and decide which ones replace and which ones reinforce Who This Book Is For: Developers, data architects, and data scientists looking to integrate the most successful big data open stack architecture and to choose the correct technology in every layer |
| effective kafka: Kafka After Kafka Iris Bruce, Mark H. Gelber, 2019 New essays providing an up-to-date picture of the engagement of artists, philosophers, and critics with Kafka's work. |
| effective kafka: Lost in a Good Book Jasper Fforde, 2009-05-01 he second book in Number One bestselling author Jasper Fforde's phenomenally successful Thursday Next series. 'Fans of the late Douglas Adams, or, even, Monty Python, will feel at home with Fforde' - Herald Thursday Next, literary detective and newlywed is back to embark on an adventure that begins, quite literally on her own doorstep. It seems that Landen, her husband of four weeks, actually drowned in an accident when he was two years old. Someone, somewhere, sometime, is responsible. The sinister Goliath Corporation wants its operative Jack Schitt out of the poem in which Thursday trapped him, and it will do almost anything to achieve this - but bribing the ChronoGuard? Is that possible? Having barely caught her breath after The Eyre Affair, Thursday must battle corrupt politicians, try to save the world from extinction, and help the Neanderthals to species self-determination. Mastadon migrations, journeys into Just William, a chance meeting with the Flopsy Bunnies, and violent life-and-death struggles in the summer sales are all part of a greater plan. But whose? and why? |
| effective kafka: Aphorisms Franz Kafka, 2015-11-17 Kafka’s aphorisms are fascinating glimpses into the lure and the enigma of the form itself. • From the acclaimed author of The Metamorphosis and The Trial—and one of the most acclaimed writers of the twentieth century. The aphorism eludes definition: it can appear to be a random jotting or a more polished observation. Whether arbitrary fragment or crystalline shard, an aphorism captures the inception of a thought. Franz Kafka composed aphorisms during two periods in his life. A series of 109 was written between September 1917 and April 1918, in Zürau, West Bohemia, while Kafka was on a visit to his sister Ottla, hoping for a brief respite following the diagnosis of the tuberculosis virus that would eventually claim his life. They were originally published in 1931, seven years after his death by his friend and literary executor Max Brod, under the title Betrachtungen über Sünde, Hoffnung, Leid, und den wahren Wag (Reflections on Sin, Hope, Suffering, and the True Way). The second sequence of aphorisms, numbering 41, originally appeared as entries in Kafka’s diary from January 6 to February 29, 1920. They, too, were published posthumously, under the title “Er”: Aufzeichnungen aus dem Jahr 1920 (“He”: Reflections from the Year 1920). |
| effective kafka: My First Kafka Matthue Roth, 2020-04-24 Runaway children who meet up with monsters. A giant talking bug. A secret world of mouse-people. The stories of Franz Kafka are wondrous and nightmarish, miraculous and scary. In My First Kafka, storyteller Matthue Roth and artist Rohan Daniel Eason adapt three Kafka stories into startling, creepy, fun stories for all ages. With My First Kafka, the master storyteller takes his rightful place alongside Maurice Sendak, Edward Gorey, and Lemony Snicket as a literary giant for all ages. |
| effective kafka: Effective Akka Jamie Allen, 2013-08-15 Avoid common mistakes when building distributed, asynchronous, high-performance software with the Akka toolkit and runtime. With this concise guide, author Jamie Allen provides a collection of best practices based on several years of using the actor model. The book also includes examples of actor application types and two primary patterns of actor usage, the Extra Pattern and Cameo Pattern. Allen, the Director of Consulting for Typesafe—creator of Akka and the Scala programming language—examines actors with a banking-service use case throughout the book, using examples shown in Akka and Scala. If you have any experience with Akka, this guide is essential. Delve into domain-driven and work-distribution actor applications Understand why it’s important to have actors do only one job Avoid thread blocking by allowing logic to be delegated to a Future Model interactions as simply as possible to avoid premature optimization Create well-defined interactions, and know exactly what failures can occur Learn why you should never treat actors as you would an ordinary class Keep track of what goes on in production by monitoring everything Tune Akka applications with the Typesafe Console |
| effective kafka: Kafka on the Shore Haruki Murakami, 2011-10-10 Kafka Tamura runs away from home at fifteen, under the shadow of his father's dark prophesy. The aging Nakata, tracker of lost cats, who never recovered from a bizarre childhood affliction, finds his pleasantly simplified life suddenly turned upside down. As their parallel odysseys unravel, cats converse with people; fish tumble from the sky; a ghost-like pimp deploys a Hegel-spouting girl of the night; a forest harbours soldiers apparently un-aged since World War II. There is a savage killing, but the identity of both victim and killer is a riddle - one of many which combine to create an elegant and dreamlike masterpiece. *PRE-ORDER HARUKI MURAKAMI’S NEW NOVEL, THE CITY AND ITS UNCERTAIN WALLS, NOW* 'Hypnotic, spellbinding' The Times 'Cool, fluent and addictive' Daily Telegraph ‘Addictive... Exhilarating... A pleasure’ Evening Standard |
| effective kafka: Franz Kafka Stanley Corngold, 2018-03-15 In Stanley Corngold’s view, the themes and strategies of Kafka’s fiction are generated by a tension between his concern for writing and his growing sense of its arbitrary character. Analyzing Kafka’s work in light of the necessity of form, which is also a merely formal necessity, Corngold uncovers the fundamental paradox of Kafka’s art and life. The first section of the book shows how Kafka’s rhetoric may be understood as the daring project of a man compelled to live his life as literature. In the central part of the book, Corngold reflects on the place of Kafka within the modern tradition, discussing such influential precursors of Cervantes, Flaubert, and Nietzsche, whose works display a comparable narrative disruption. Kafka’s distinctive narrative strategies, Corngold points out, demand interpretation at the same time they resist it. Critics of Kafka, he says, must be aware that their approaches are guided by the principles that Kafka’s fiction identifies, dramatizes, and rejects. |
| effective kafka: Kafka Reiner Stach, 2013-06-09 This volume tells the story of the final years of the writer's life, from 1916 to 1924 - a period during which the world Kafka had known came to an end--Dust cover. |
| effective kafka: Effective DevOps Jennifer Davis, Ryn Daniels, 2016-05-30 Some companies think that adopting devops means bringing in specialists or a host of new tools. With this practical guide, you’ll learn why devops is a professional and cultural movement that calls for change from inside your organization. Authors Ryn Daniels and Jennifer Davis provide several approaches for improving collaboration within teams, creating affinity among teams, promoting efficient tool usage in your company, and scaling up what works throughout your organization’s inflection points. Devops stresses iterative efforts to break down information silos, monitor relationships, and repair misunderstandings that arise between and within teams in your organization. By applying the actionable strategies in this book, you can make sustainable changes in your environment regardless of your level within your organization. Explore the foundations of devops and learn the four pillars of effective devops Encourage collaboration to help individuals work together and build durable and long-lasting relationships Create affinity among teams while balancing differing goals or metrics Accelerate cultural direction by selecting tools and workflows that complement your organization Troubleshoot common problems and misunderstandings that can arise throughout the organizational lifecycle Learn from case studies from organizations and individuals to help inform your own devops journey |
| effective kafka: Kafka's Curse Achmat Dangor, 1999 His unforgiving brother, a post-apartheid politician, tries to come to terms with Oscar's apostasy but will himself betray both his principles and his family when he falls in love with Amina, a beautiful and spirited psychotherapist. |
| effective kafka: True North Kimberly Kafka, 2001-03-01 For six years Bailey Lockhart has lived alone in the Alaskan bush, supporting herself from the cockpit of a floatplane. She is the only white woman in a land owned by the local Ingalik tribe; her closest neighbor is a fellow bush pilot and activist named Kash. Bailey and Kash are drawn to each other, but their fiercely independent natures keep them apart. When two Easterners hire Bailey to pilot them into the bush, a series of events is set in motion that will upset the delicate racial balance of the land and lead to violence. As the truth behind the couple's arrival becomes apparent, the refuge Bailey has created for herself shatters. Forced to face the demons of her unresolved past, she is given a chance to free herself at last from the secret that haunts her. Marked by spare, resonant prose and imbued with an indelible sense of place, True North tells a powerful story of adventure and survival. It is a welcome debut by a gifted new voice in literary fiction. |
| effective kafka: Daily Rituals Women at Work Mason Currey, 2019-03-07 'That word, vacation, makes me sweat.' Coco Chanel on taking a break 'You must do it irregardless, or it will eat its way out of you.' Zora Neale Hurston on writing 'One has to choose between the Life and the Project.' Susan Sontag on choosing art From Vanessa Bell and Charlotte Brontë to Nina Simone and Jane Campion, here are over one hundred and forty female writers, painters, musicians, sculptors, poets, choreographers, and filmmakers on how they create and work. Barbara Hepworth sculpted outdoors and Janet Frame wore earmuffs as she worked to block out noise. Kate Chopin wrote with her six children ‘swarming around her’ whereas the artist Rosa Bonheur filled her bedroom with the sixty birds that inspired her work. Louisa May Alcott wrote so vigorously – skipping sleep and meals – that she had to learn to write with her left hand to give her cramped right hand a break. From Isak Dinesen subsisting on oysters, champagne and amphetamines, to Isabel Allende's insistence that she begins each new book on 8 January, here are the working routines of over 140 brilliant female painters, composers, sculptors, writers, filmmakers and performers. Filled with details of the large and small choices these women made, Mason Currey's Daily Rituals Women at Work is a source of fascination and inspiration. 'An admirably succinct portrait of some distinctly uncommon lives' - Meryle Secrest |
| effective kafka: Grokking Streaming Systems Josh Fischer, Ning Wang, 2022-04-19 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. |
| effective kafka: Mastering Apache Kafka Cybellium, 2023-09-26 Unleash the Power of Distributed Streaming Platform for Real-Time Data Are you ready to delve into the realm of distributed streaming and real-time data processing with Apache Kafka? Mastering Apache Kafka is your definitive guide to harnessing the full potential of this cutting-edge platform for building scalable, fault-tolerant, and high-performance data pipelines. Whether you're a data engineer looking to optimize data flows or a software architect aiming to build robust event-driven systems, this book equips you with the knowledge and tools to master the art of Kafka-based data streaming. Key Features: 1. Deep Dive into Apache Kafka: Immerse yourself in the core principles of Apache Kafka, comprehending its architecture, components, and dynamic capabilities. Construct a sturdy foundation that empowers you to manage and process real-time data streams with precision. 2. Installation and Configuration: Master the art of installing and configuring Apache Kafka on diverse platforms. Learn about cluster setup, topic creation, and configuration tuning for optimal performance. 3. Publishing and Consuming Data: Uncover the power of Kafka for publishing and consuming data streams. Explore producer and consumer APIs, message serialization, and different messaging patterns for building resilient data pipelines. 4. Data Streams and Processing: Delve into Kafka Streams for real-time data processing. Learn how to perform transformations, aggregations, and enrichments on data streams without the need for external processing engines. 5. Fault Tolerance and Scalability: Master Kafka's inherent fault tolerance and scalability features. Explore replication, partitioning, and high availability mechanisms that ensure data integrity and system reliability. 6. Connectors and Ecosystem: Explore Kafka's rich ecosystem of connectors and integrations. Learn how to connect Kafka with databases, cloud services, and other systems to facilitate seamless data exchange. 7. Security and Authentication: Discover strategies for securing your Kafka cluster. Learn about encryption, access controls, authentication mechanisms, and best practices to safeguard your data streams. 8. Monitoring and Management: Uncover techniques for monitoring and managing Kafka clusters. Explore tools for tracking performance metrics, diagnosing issues, and ensuring optimal system health. 9. Event Sourcing and Stream Processing Architectures: Embark on a journey into event-driven architectures and stream processing. Learn how Kafka can serve as the backbone for building scalable and responsive systems. 10. Real-World Applications: Gain insights into real-world use cases of Apache Kafka across industries. From IoT data integration to real-time analytics, discover how organizations leverage Kafka for innovative data-driven solutions. Who This Book Is For: Mastering Apache Kafka is an indispensable resource for data engineers, software architects, and IT professionals poised to excel in the domain of real-time data streaming with Kafka. Whether you're new to Kafka or seeking advanced techniques, this book will guide you through the intricacies and empower you to harness the full potential of this transformative platform. |
| effective kafka: Site Reliability Engineering Niall Richard Murphy, Betsy Beyer, Chris Jones, Jennifer Petoff, 2016-03-23 The overwhelming majority of a software systemâ??s lifespan is spent in use, not in design or implementation. So, why does conventional wisdom insist that software engineers focus primarily on the design and development of large-scale computing systems? In this collection of essays and articles, key members of Googleâ??s Site Reliability Team explain how and why their commitment to the entire lifecycle has enabled the company to successfully build, deploy, monitor, and maintain some of the largest software systems in the world. Youâ??ll learn the principles and practices that enable Google engineers to make systems more scalable, reliable, and efficientâ??lessons directly applicable to your organization. This book is divided into four sections: Introductionâ??Learn what site reliability engineering is and why it differs from conventional IT industry practices Principlesâ??Examine the patterns, behaviors, and areas of concern that influence the work of a site reliability engineer (SRE) Practicesâ??Understand the theory and practice of an SREâ??s day-to-day work: building and operating large distributed computing systems Managementâ??Explore Google's best practices for training, communication, and meetings that your organization can use |
| effective kafka: Microservices Patterns Chris Richardson, 2018-11-19 Summary Microservices Patterns teaches enterprise developers and architects how to build applications with the microservice architecture. Rather than simply advocating for the use the microservice architecture, this clearly-written guide takes a balanced, pragmatic approach, exploring both the benefits and drawbacks. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Successfully developing microservices-based applications requires mastering a new set of architectural insights and practices. In this unique book, microservice architecture pioneer and Java Champion Chris Richardson collects, catalogues, and explains 44 patterns that solve problems such as service decomposition, transaction management, querying, and inter-service communication. About the Book Microservices Patterns teaches you how to develop and deploy production-quality microservices-based applications. This invaluable set of design patterns builds on decades of distributed system experience, adding new patterns for writing services and composing them into systems that scale and perform reliably under real-world conditions. More than just a patterns catalog, this practical guide offers experience-driven advice to help you design, implement, test, and deploy your microservices-based application. What's inside How (and why!) to use the microservice architecture Service decomposition strategies Transaction management and querying patterns Effective testing strategies Deployment patterns including containers and serverlessices About the Reader Written for enterprise developers familiar with standard enterprise application architecture. Examples are in Java. About the Author Chris Richardson is a Java Champion, a JavaOne rock star, author of Manning's POJOs in Action, and creator of the original CloudFoundry.com. Table of Contents Escaping monolithic hell Decomposition strategies Interprocess communication in a microservice architecture Managing transactions with sagas Designing business logic in a microservice architecture Developing business logic with event sourcing Implementing queries in a microservice architecture External API patterns Testing microservices: part 1 Testing microservices: part 2 Developing production-ready services Deploying microservices Refactoring to microservices |
| effective kafka: Is that Kafka?: 99 Finds Reiner Stach, 2016-03-21 Out of the massive research for an authoritative 1,500-page biography emerges this wunderkammer of 99 delightfully odd facts about Kafka In the course of compiling his highly acclaimed three-volume biography of Kafka, while foraying to libraries and archives from Prague to Israel, Reiner Stach made one astounding discovery after another: unexpected photographs, inconsistencies in handwritten texts, excerpts from letters, and testimonies from Kafka’s contemporaries that shed surprising light on his personality and his writing. Is that Kafka? presents the crystal granules of the real Kafka: he couldn’t lie, but he tried to cheat on his high-school exams; bitten by the fitness fad, he avidly followed the regime of a Danish exercise guru; he drew beautifully; he loved beer; he read biographies voraciously; he made the most beautiful presents, especially for children; odd things made him cry or made him furious; he adored slapstick. Every discovery by Stach turns on its head the stereotypical version of the tortured neurotic—and as each one chips away at the monolithic dark Kafka, the keynote, of all things, becomes laughter. For Is that Kafka? Stach has assembled 99 of his most exciting discoveries, culling the choicest, most entertaining bits, and adding his knowledge-able commentaries. Illustrated with dozens of previously unknown images, this volume is a singular literary pleasure. |
| effective kafka: Kafka Streams - Real-time Stream Processing Prashant Kumar Pandey, 2019-03-26 The book Kafka Streams - Real-time Stream Processing helps you understand the stream processing in general and apply that skill to Kafka streams programming. This book is focusing mainly on the new generation of the Kafka Streams library available in the Apache Kafka 2.x. The primary focus of this book is on Kafka Streams. However, the book also touches on the other Apache Kafka capabilities and concepts that are necessary to grasp the Kafka Streams programming. Who should read this book? Kafka Streams: Real-time Stream Processing is written for software engineers willing to develop a stream processing application using Kafka Streams library. I am also writing this book for data architects and data engineers who are responsible for designing and building the organization’s data-centric infrastructure. Another group of people is the managers and architects who do not directly work with Kafka implementation, but they work with the people who implement Kafka Streams at the ground level. What should you already know? This book assumes that the reader is familiar with the basics of Java programming language. The source code and examples in this book are using Java 8, and I will be using Java 8 lambda syntax, so experience with lambda will be helpful. Kafka Streams is a library that runs on Kafka. Having a good fundamental knowledge of Kafka is essential to get the most out of Kafka Streams. I will touch base on the mandatory Kafka concepts for those who are new to Kafka. The book also assumes that you have some familiarity and experience in running and working on the Linux operating system. |
| effective kafka: Java EE 7 Development with WildFly Michał Ćmil, Michał Matłoka, Francesco Marchioni, 2014-12-31 If you are a Java developer who wants to learn about Java EE, this is the book for you. It's also ideal for developers who already have experience with the Java EE platform but would like to learn more about the new Java EE 7 features by analyzing fully functional sample applications using the new application server WildFly. |
EFFECTIVE Synonyms: 196 Similar and Opposite Words | Merriam ...
Synonyms for EFFECTIVE: efficient, productive, potent, adequate, efficacious, effectual, operative, useful; Antonyms of EFFECTIVE: ineffective, useless, inefficient, ineffectual, unproductive, …
EFFECTIVE | English meaning - Cambridge Dictionary
EFFECTIVE definition: 1. successful or achieving the results that you want: 2. (used about a treatment or drug) working…. Learn more.
EFFECTIVE Definition & Meaning | Dictionary.com
Effective definition: adequate to accomplish a purpose; producing the intended or expected result.. See examples of EFFECTIVE used in a sentence.
Effective - definition of effective by The Free Dictionary
1. adequate to accomplish a purpose; producing the intended or expected result: effective teaching methods. 2. in operation or in force; functioning; operative: The law becomes effective at …
EFFECTIVE definition and meaning | Collins English Dictionary
Effective means having a particular role or result in practice, though not officially or in theory. They have had effective control of the area since the security forces left. The restructuring resulted in …
effective adjective - Definition, pictures, pronunciation and ...
Jun 14, 2016 · producing the result that is wanted or intended; producing a successful result. Aspirin is a simple but highly effective treatment. Some people believe that violence is an …
effective - Wiktionary, the free dictionary
Jun 2, 2025 · effective (comparative more effective, superlative most effective) Having the power to produce a required effect or effects. The pill is an effective method of birth control.
EFFECTIVE Synonyms: 196 Similar and Opposite Words | Merriam ...
Synonyms for EFFECTIVE: efficient, productive, potent, adequate, efficacious, effectual, operative, useful; Antonyms of EFFECTIVE: ineffective, useless, inefficient, ineffectual, …
EFFECTIVE | English meaning - Cambridge Dictionary
EFFECTIVE definition: 1. successful or achieving the results that you want: 2. (used about a treatment or drug) working…. Learn more.
EFFECTIVE Definition & Meaning | Dictionary.com
Effective definition: adequate to accomplish a purpose; producing the intended or expected result.. See examples of EFFECTIVE used in a sentence.
Effective - definition of effective by The Free Dictionary
1. adequate to accomplish a purpose; producing the intended or expected result: effective teaching methods. 2. in operation or in force; functioning; operative: The law becomes effective …
EFFECTIVE definition and meaning | Collins English Dictionary
Effective means having a particular role or result in practice, though not officially or in theory. They have had effective control of the area since the security forces left. The restructuring resulted in …
effective adjective - Definition, pictures, pronunciation and ...
Jun 14, 2016 · producing the result that is wanted or intended; producing a successful result. Aspirin is a simple but highly effective treatment. Some people believe that violence is an …
effective - Wiktionary, the free dictionary
Jun 2, 2025 · effective (comparative more effective, superlative most effective) Having the power to produce a required effect or effects. The pill is an effective method of birth control.
