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Hadoop vs Vertica: What are the differences?
What is Hadoop? Open-source software for reliable, scalable, distributed computing. The Apache Hadoop software library is a framework that allows for the distributed processing of large data sets across clusters of computers using simple programming models. It is designed to scale up from single servers to thousands of machines, each offering local computation and storage.
What is Vertica? Engineering experiences that amaze. Vertica provides a best-in-class, unified analytics platform that will forever be independent from underlying infrastructure.
Hadoop and Vertica can be categorized as "Databases" tools.
Hadoop is an open source tool with 9.4K GitHub stars and 5.85K GitHub forks. Here's a link to Hadoop's open source repository on GitHub.
According to the StackShare community, Hadoop has a broader approval, being mentioned in 309 company stacks & 623 developers stacks; compared to Vertica, which is listed in 3 company stacks and 3 developer stacks.
Pros of Hadoop
- Great ecosystem38
- One stack to rule them all11
- Great load balancer4
- Amazon aws1
- Java syntax1
Pros of Vertica
- Shared nothing or shared everything architecture1
- Offers users the freedom to choose deployment mode1
- Flexible architecture suits nearly any project1
- End-to-End ML Workflow Support1
- All You Need for IoT, Clickstream or Geospatial1
- Freedom from Underlying Storage1
- Pre-Aggregation for Cubes (LAPS)1
- Automatic Data Marts (Flatten Tables)1
- Near-Real-Time Analytics in pure Column Store1
- Fully automated Database Designer tool1
- Query-Optimized Storage1
- Vertica is the only product which offers partition prun1
- Partition pruning and predicate push down on Parquet1
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What is Hadoop?
What is Vertica?
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