The Next Generation of Data Platforms Will Be Real-Time, Intelligent, and Always OnReal-time Analytics with Apache Spark is your complete, comprehensive guide to building production-grade streaming systems using Apache Spark Structured Streaming on the Databricks platform, from first principles to enterprise-scale deployment.You begin with Spark fundamentals and streaming concepts, then progressively advance through windowed aggreg...

Turn Data in Motion into Decisions in RealKey Features● Get a free one-month digital subscription to www.avaskillshelf.com.● Master Spark Structured Streaming from windowed aggregations and stateful processing to sub-second latency.● Build production ingestion pipelines using Kafka, Kinesis, Event Hubs, and Auto Loader at scale.● Deploy, monitor, and integrate ML inference into streaming workflows using CI/C...

The Next Generation of Data Platforms Will Be Real-Time, Intelligent, and Always OnReal-time Analytics with Apache Spark is your complete, comprehensive guide to building production-grade streaming systems using Apache Spark Structured Streaming on the Databricks platform, from first principles to enterprise-scale deployment.You begin with Spark fundamentals and streaming concepts, then progressively advance through windowed aggregations, stateful processing with transformWi...

The infrastructure-as-code revolution in IT is also affecting database administration. With this practical book, developers, system administrators, and junior to mid-level DBAs will learn how the modern practice of site reliability engineering applies to the craft of database architecture and operations. Authors Laine Campbell and Charity Majors provide a framework for professionals looking to join the ranks of today’s database reliability engineers (DBRE).You’ll begin by exploring...

The challenges of designing, building, and maintaining large-scale, distributed enterprise systems are truly daunting. Written by and for IT professionals, IT Architectures and Middleware, Second Edition, will help you rise above the conflicts of new business objectives, new technologies, and vendor wars, allowing you to think clearly and productively about the particular challenges you face.This book focuses on the essential principles and priorities of s...

With the immense cost savings and scalability the cloud provides, the rationale for building cloud native applications is no longer in question. The real issue is how. With this practical guide, developers will learn about the most commonly used design patterns for building cloud native applications using APIs, data, events, and streams in both greenfield and brownfield development.You'll learn how to incrementally design, develop, and deploy large and effective cloud native applic...

Data projects are an intrinsic part of an organization’s technical ecosystem, but data engineers in many companies continue to work on problems that others have already solved. This hands-on guide shows you how to provide valuable data by focusing on various aspects of data engineering, including data ingestion, data quality, idempotency, and more.Author Bartosz Konieczny guides you through the process of building reliable end-to-end data engineering projects, from data ingestion t...

Build and deploy scalable Industrial IoT solutions using cloud platforms, industrial protocols, and analytics, with real-world guidance for implementing secure, connected, and intelligent Industry 4.0 systemsKey FeaturesDesign robust IIoT networks using industrial protocolsConnect factory devices to AWS, Azure, and GCPApply real time and predictive analytics with MLGet hands on experience of open source tools Node-RED, Kafka, Cassandra...

"Mastering ClickHouse: High-Performance Data Analytics for Modern Applications" serves as an indispensable guide for data professionals seeking to leverage the power of ClickHouse, the acclaimed open-source columnar database management system designed for online analytical processing (OLAP). This comprehensive resource delves into all aspects of ClickHouse, from its foundational architecture to advanced integration techniques, enabling readers to understand and exploit its full potential f...

Discover techniques and tools for building serverless applications with AWSKey FeaturesGet well-versed with building and deploying serverless APIs with microservicesLearn to build distributed applications and microservices with AWS Step FunctionsA step-by-step guide that will get you up and running with building and managing applications on the AWS platformBook DescriptionAmazon Web Services (AWS) is the most popular and wide...

With technological advancements, fast markets, and higher complexity of systems, software engineers tend to skip the uncomfortable topic of software efficiency. However, tactical, observability-driven performance optimizations are vital for every product to save money and ensure business success.With this book, any engineer can learn how to approach software efficiency effectively, professionally, and without stress. Author Bartłomiej Płotka provides the tools and knowledge require...

Event-driven microservices offer an optimal approach to harnessing event streams, reacting and responding to changes as they occur across your company. With this fully revised and updated guide, you’ll learn how to apply the principles of event-driven architecture to create event streams and build powerful microservice applications.Author Adam Bellemare takes you through the process of creating event-driven microservice architectures, from first principles all the way to advanced a...