Readings: Difference between revisions

Revision as of 15:57, 4 September 2022

We will use two text books:

Rob Kitchin. The Data Revolution - Big Data, Open Data, Data Infrastructures & Their Consequences. Sage, 2014.
- At least chapters 1, 3-5 and some later chapters are mandatory.
Bill Chambers and Matei Zaharia: Spark: The Definitive Guide - Big Data Processing Made Simple. O'Riley, 2018. File:Spark-TheDefinitiveGuide.pdf
- At least chapters 1-9 and some later chapters are mandatory.

Selected papers will become available here, including:

Gallofré, M., Opdahl, A. L., Stoppel, S., Tessem, B., & Veres, C. (2021). The News Angler Project: Exploring the Next Generation of Journalistic Knowledge Platforms. In Proceedings of Norsk IKT-konferanse for forskning og utdanning. Short Paper File:A1-Poster-NIKT2021.pdf

Supplementary:

Section 1 in Opdahl, A. L., & Nunavath, V. (2020). Big Data. Big Data in Emergency Management: Exploitation Techniques for Social and Mobile Data, 15-29. Book chapter
Opdahl, A. L., & Tessem, B. (2021). Ontologies for finding journalistic angles. Software and Systems Modeling, 20(1), 71-87. Paper
Berven, A., Christensen, O. A., Moldeklev, S., Opdahl, A. L., & Villanger, K. J. (2020). A knowledge-graph platform for newsrooms. Computers in Industry, 123, 103321. Paper

Selected web pages will become available here, including:

Spark 3.3.0 Overview and Quick Start (with Python examples)
Twitter API v2
Tweepy: Twitter for Python
Tweepy Documentation
NREC and OpenStack, the following sections/pages: Introduction, Project application, Logging in, The dashboard, Create a Linux virtual machine (skip: Windows), Using SSH, Working with Security Groups, Create and manage volumes, Create and manage snapshots (skip: images), Instance console
TerraForm and NREC part I, part II, and part III
How Ansible Works and the Ansible Community portal
Kafka Introduction

Additional non-mandatory materials will be made available to support the exercises further.

See the Session page for lecture slides after each session.

The Sessions and Exercises pages will suggest specific readings for each session and exercise.

@@ Line 40: / Line 40: @@
 Selected web pages will become available here, including:
 * Spark 3.3.0 [https://spark.apache.org/docs/latest/index.html Overview] and [https://spark.apache.org/docs/latest/quick-start.html Quick Start (with Python examples)]
-<!-- * [https://docs.nrec.no/intro.html NREC Introduction - The Norwegian Research and Education Cloud] -->
+* [https://developer.twitter.com/en/docs/twitter-api Twitter API v2]
+* [https://github.com/tweepy/tweepy Tweepy: Twitter for Python]
+* [https://docs.tweepy.org/en/latest/ Tweepy Documentation]
 * [https://docs.nrec.no/index.html NREC and OpenStack], the following sections/pages: Introduction, Project application, Logging in, The dashboard, Create a Linux virtual machine (skip: Windows), Using SSH, Working with Security Groups, Create and manage volumes, Create and manage snapshots (skip: images), Instance console
 * [https://docs.nrec.no/terraform-part1.html TerraForm and NREC part I], [https://docs.nrec.no/terraform-part2.html part II], and [https://docs.nrec.no/terraform-part3.html part III]