Programming Models and Systems for Big Data Analysis
Jan 5, 2018 · Taking into account the most popular programming models for Big Data analysis (MapReduce, Directed Acyclic Graph, Message Passing, Bulk Synchronous Parallel, Workflow …
Programming big data analysis: principles and solutions
Jan 6, 2022 · This section presents and discusses the most popular programming models for Big Data analysis and their major associated software frameworks. They are MapReduce, …
A two-level formal model for Big Data processing programs
Mar 1, 2022 · Large-scale data processing frameworks have emerged as solutions to process and analyze Big Data through parallel programming models. An execution engine provided by the …
Taking into account the most popular parallel programming models for Big Data analysis (MapReduce, work-flow, Bulk Synchronous Parallel, message passing, and SQL-like), here we …
In this chapter, we comprehensively investigate different programming models for big data frameworks with comparison and concrete code examples. A programming model is the …
(PDF) Big Data Programming Models - ResearchGate
Feb 25, 2017 · In this chapter, we comprehensively investigate different programming models for big data frameworks with comparison and concrete code examples.
Book: Programming Big Data Applications
New models, languages, systems and algorithms continue to be developed to effectively collect, store, analyze and learn from Big Data. The book Programming Big Data Applications …
Functional vs. Procedural Programming Models for Big Data
The other model is procedural programming. Take a quick look to understand the differences and to see when it's best to use one or the other model. Procedural programs are highly structured …
Programming Platforms for Big Data Analysis | SpringerLink
Feb 26, 2017 · In this chapter, we first provide a comprehensive survey of the requirements, give an overview and classify existing big data programming platforms based on different …
Programming models and systems for Big Data analysis
Jan 5, 2018 · Taking into account the most popular programming models for Big Data analysis (MapReduce, Directed Acyclic Graph, Message Passing, Bulk Synchronous Parallel, Workflow …