How Pig and Hadoop fit in Data Processing Architecture
Hadoop and its ecosystem has evolved from a narrow map-reduced architecture to a universal data platform set to dominate the data processing landscape in the future. Importantly, the push to simplify Hadoop deployments with managed cloud services known as Hadoop-as-a-Service is increasing Hadoop’s appeal to new data projects and architectures. Naturally, the development is permeating the Hadoop ecosystem in shape of Pig as a Service offerings, for example.
Pig, developed by Yahoo research in 2006, enables programmers to write data transformation programs for Hadoop quickly and easily without the cost and complexity of map-reduce programs. Consequently, ETL (Extract, Transform, Load), the core workload of DWH (data warehouse) solutions, is often realized with Pig in the Hadoop environment. The business case for Hadoop and Pig as a Service is very compelling from financial and technical perspectives.
Hadoop is becoming data’s Swiss Army knife
The news on Hadoop last year have been dominated by SQL (Structured Query language) on Hadoop with Hive, Presto, Impala, Drill, and countless other flavours competing on making big data accessible to business users. Most of these solutions are supported directly by Hadoop distributors, e.g. Hortonworks, MapR, Cloudera, and cloud service providers, e.g. Amazon and Qubole.
The push for development in the area is driven by the vision for Hadoop to become the data platform of the future. The release of Hadoop 2.0 with YARN (Yet Another Resource Negotiator) last year was an important step. It turned the core of Hadoop’s processing architecture from a map-reduce centric solution into a generic cluster resource management tool able to run any kind of algorithm and application. Hadoop solution providers are now racing to capture the market for multipurpose, any-size data processing. SQL on Hadoop is only one of the stepping-stones to this goal.
Read More: https://kovidacademy.com/how-pig-and-hadoop-fit-in-data-processing-architecture/
Further reading
Further Reading
Article
How to Build Your First MTG Cube: A Beginner's Complete Guide
If you've ever wanted to create the ultimate custom draft experience for your Magic: The Gathering playgroup, building a Magic Cube is one of the most rewarding projects you can take on. An MTG Cube is a curated collection of cards designed to be drafted over and over again, offering endless replayability and a deeply personal expression of what you love about the game. Whether you prefer blazing-fast aggro strategies, intricate combo lines, or grindy control mirrors, your cu
February 23, 2026
Article
Career Growth and Opportunities for Family Nurse Practitioners
Key Takeaways: Family Nurse Practitioners (FNPs) provide comprehensive primary care, bridging the gap between traditional nursing and advanced clinical practice. Expanding the scope of practice enables FNPs to enjoy greater autonomy, higher earning potential, and improved access to care. Specialization, leadership, academic, telehealth, and entrepreneurial roles offer diverse career pathways and professional growth. FNPs play a critical role in shaping healthcare delivery, in
February 9, 2026
Article
Flexible Learning for Emerging Leaders in Pharmaceutical Research and Development
The online graduate certificate in drug discovery and development provides a strategic educational platform for professionals preparing to lead innovation in pharmaceutical science. With flexible, asynchronous learning and a curriculum grounded in applied research and regulatory principles, this program at The University of North Texas Health Science Center at Fort Worth is well-suited for individuals seeking to expand their competencies while balancing academic, clinical, or
July 18, 2025
Article
My Cleaning Angel Helps You Reclaim Your Time With Trusted Home Cleaning
Life often feels like a delicate balancing act between work, family, social obligations, and the everyday chores that never seem to end. One of the most time-consuming of these is keeping a home clean and organized. Recent trends and statistics reveal that more people are turning to professional home cleaning services as a practical solution to free up their schedules and reduce stress. My Cleaning Angel stands at the forefront of this movement, offering reliable home cleanin
May 1, 2025