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Big Data Architecture Patterns
Dynamic Coalescing in Spark
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Big data Architectural Patterns
Big data Architectural Patterns
Introduction
Big Data Architectural Principles
Data Collection Layer
Data Processing Layer
Data Consumption Layer
Putting it all together
Design Patterns
Storage Layer
Storage Layer
Row-based Vs Column-based File Formats
Text-based File Formats
Big Data File Formats
File Compression Techniques in Big Data Systems
Choosing a Database
HBase
HBase
Why HBase
HBase Properties
HBase Components
HBase Architecture - Part 1
HBase Architecture - Part 2
CAP Theorem
Cassandra An introduction
Presto
Presto
What is Presto?
Spark
Spark
Garbage Collection in Spark
Dynamic Coalescing in Spark
Dynamic Coalescing in Spark
Table of contents
Why Dynamic Coalescing?
Dynamic Coalescing?
Probablistic Data Structures
Case Study
Case Study
Meesho Data Engineer Interview Questions
Economist Sr. Engineering Manager Interview Questions
InMobi Interview Questions
Expedia ML Engineer Interview Question
CTM System Design
IHS Markit System Design Case Study (2020)
ZS Associates Data Consultant System Design Case Study (2020)
Uber System Design Interview Question (2020)
MockForce Interview Questions
About Me
Table of contents
Why Dynamic Coalescing?
Dynamic Coalescing?
Dynamic Coalescing in Spark
Why Dynamic Coalescing?
Dynamic Coalescing?
