Readings: Difference between revisions
From info319
No edit summary |
No edit summary |
||
| Line 3: | Line 3: | ||
* Rob Kitchin. ''The Data Revolution - Big Data, Open Data, Data Infrastructures & Their Consequences''. Sage, 2014. | * Rob Kitchin. ''The Data Revolution - Big Data, Open Data, Data Infrastructures & Their Consequences''. Sage, 2014. | ||
** At least chapters 1-5 and some later chapters are mandatory. | ** At least chapters 1-5 and some later chapters are mandatory. | ||
* Bill Chambers and Matei Zaharia: ''Spark: The Definitive Guide - Big Data Processing Made Simple''. O' | * Bill Chambers and Matei Zaharia: ''Spark: The Definitive Guide - Big Data Processing Made Simple''. O'Riley, 2018. [[File:Spark-TheDefinitiveGuide.pdf | (PDF)]] | ||
** At least chapters 1-9 and some later chapters are mandatory. | ** At least chapters 1-9 and some later chapters are mandatory. | ||
<!-- * preliminary chapter list: Part I - chapters 1-3, Part II - chapters 4-9, Part III - chapter 12, Part IV - chapter 15, Part V - chapters 20-21, Part VI - chapter 24 (ca 260 pages). --> | <!-- * preliminary chapter list: Part I - chapters 1-3, Part II - chapters 4-9, Part III - chapter 12, Part IV - chapter 15, Part V - chapters 20-21, Part VI - chapter 24 (ca 260 pages). --> | ||
| Line 19: | Line 19: | ||
Additional non-mandatory materials will be made available to support the exercises. | Additional non-mandatory materials will be made available to support the exercises. | ||
<!-- Twitter, tweepy. GDELT --> | |||
== Papers == | == Papers == | ||
| Line 29: | Line 31: | ||
* 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. Paper | * 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. Paper | ||
* Opdahl, A. L., & Tessem, B. (2021). Ontologies for finding journalistic angles. Software and Systems Modeling, 20(1), 71-87. Paper | * Opdahl, A. L., & Tessem, B. (2021). Ontologies for finding journalistic angles. Software and Systems Modeling, 20(1), 71-87. Paper | ||
<!-- Architectures: kappa, lambda, phi, Liquid --> | |||
<!-- Classic papers: HDFS, Spark, RDDs --> | |||
<!-- Privacy? --> | |||
== Lecture Slides== | == Lecture Slides== | ||
Revision as of 16:10, 16 August 2022
Books
We will use two text books:
- Rob Kitchin. The Data Revolution - Big Data, Open Data, Data Infrastructures & Their Consequences. Sage, 2014.
- At least chapters 1-5 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.
Technical introductions
Selected web pages will become available here, including:
- Spark 3.3.0 Overview and Quick Start (with Python examples)
- OpenStack
- TerraForm
- Ansible
- Kafka Introduction
Additional non-mandatory materials will be made available to support the exercises.
Papers
Selected papers will become available here.
Mandatory:
- 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 [Poster]
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. Paper
- Opdahl, A. L., & Tessem, B. (2021). Ontologies for finding journalistic angles. Software and Systems Modeling, 20(1), 71-87. Paper
Lecture Slides
See the Session page for lecture slides.
Suitable readings
The Session page contains specific readings for each session.
