Data Management in Large-Scale Distributed Systems ...
Data Management in Large-Scale Distributed
Systems
Apache Spark
Thomas Ropars
thomas.ropars@univ-grenoble-alpes.fr
2022
1
References
? The lecture notes of V. Leroy
? The lecture notes of Y. Vernaz
2
In this course
? The basics of Apache Spark
? Spark API
? Start programming with PySpark
3
Agenda
Introduction to Apache Spark
Spark internals
Programming with PySpark
Additional content
4
Apache Spark
? Originally developed at Univ. of California
? Resilient distributed datasets: A fault-tolerant abstraction for
in-memory cluster computing, M. Zaharia et al. NSDI, 2012.
? One of the most popular Big Data project today.
5
................
................
In order to avoid copyright disputes, this page is only a partial summary.
To fulfill the demand for quickly locating and searching documents.
It is intelligent file search solution for home and business.
Related download
- spark programming spark sql
- introduction to apache spark github pages
- big data frameworks scala and spark tutorial
- improving python and spark performance and
- transformations and actions
- final stanford university
- cheat sheet for pyspark github
- pyspark sql cheat sheet python qubole
- data management in large scale distributed systems
Related searches
- crm data management best practices
- provider data management system
- example of data analysis what is data analysis in research
- nonprofit data management software
- management of large liver hemangiomas
- enterprise data management edm
- electronic data management system edms
- electronic data management system
- data management maturity model
- data management for nonprofits
- best nonprofit data management systems
- data management salesforce