Supun Kamburugamuve,Saliya Ekanayake
Foundations of Data Intensive Applications: Large Scale Data Analytics under the Hood
Foundations of Data Intensive Applications: Large Scale Data Analytics under the Hood
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Big data analytics is becoming increasingly complex, and this book provides a practical guide to applying the principles of big data to software development for optimal performance. It discusses foundational components of large-scale data systems and walks readers through the major software design decisions that define performance, application type, and usability.
Format: Paperback / softback
Length: 416 pages
Publication date: 15 November 2021
Publisher: John Wiley & Sons Inc
The realm of big data analytics continues to evolve, presenting a complex landscape that requires a deeper understanding. While many individuals can navigate specific frameworks with proficiency, a limited number possess a comprehensive grasp of the fundamental principles governing large-scale, distributed data processing systems and their operational mechanisms. In Foundations of Data Intensive Applications: Large Scale Data Analytics under the Hood, renowned experts in the field, Drs. Supun Kamburugamuve and Saliya Ekanayake, offer a practical guide to integrating the principles of big data into software development for enhanced performance.
The authors delve into the core components of large-scale data systems, guiding readers through critical software design choices that determine performance, application type, and usability. By employing the foundational big data principles elucidated within, readers will acquire the skills to identify, diagnose, and effectively address issues arising from performance and distributed operations in their applications.
This book goes beyond individual frameworks and APIs for data processing, unveiling the theoretical underpinnings that power every big data processing system. It serves as a valuable resource for data scientists, data architects, dev-ops engineers, and developers seeking to expand their knowledge and expertise in this domain. Through its comprehensive coverage, Foundations of Data Intensive Applications: Large Scale Data Analytics under the Hood empowers readers to:
Identify the fundamental principles of large-scale, distributed data processing systems.
Make informed software design decisions that optimize performance.
Diagnose and resolve performance problems and distributed operation issues.
Stay abreast of the latest research in big data.
Understand the major big data frameworks and their underlying mechanisms.
Apply big data analytics to real-world problems and achieve practical outcomes.
In conclusion, the world of big data analytics demands a comprehensive understanding of its intricate mechanisms. By delving into the foundations of data intensive applications and exploring large scale data analytics under the hood, readers can unlock the full potential of big data and drive innovation in their fields. This book serves as a valuable resource for anyone seeking to excel in the realm of big data and make a significant impact.
Weight: 688g
Dimension: 189 x 233 x 22 (mm)
ISBN-13: 9781119713029
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