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Abstract
The Finnish 5G test network (5GTN) is built to support
development and analysis of 5G technologies and new
services on top of them. 5GTN includes a holistic
monitoring and test generation architecture, enabling
generation and collection of diverse test and datasets,
analyzing the results and using these as basis for
developing new technologies, algorithms, services, and
optimizations. Both the combined network and service
parameters space, as well as data volume, provide us with
several big data problems. In this paper, we describe the
overall system architecture, the types of data we
collect, the initial analysis we have performed on the
data, and what we have learned so far. The network is
constantly evolving with new services integrated and
tested, and new big data analytics being applied as we
learn from our tests. As such, these are preliminary
results for ongoing work.
Original language | English |
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Title of host publication | 2016 IEEE International Conference on Big Data |
Editors | Ronay Ak, George Karypis, Yinglong Xia, Xiaohua Tony Hu, Philip S. Yu, James Joshi, Lyle Ungar, Ling Liu, Aki-Hiro Sato, Toyotaro Suzumura, Sudarsan Rachuri, Rama Govindaraju, Weijia Xu |
Publisher | IEEE Institute of Electrical and Electronic Engineers |
Pages | 2722-2727 |
Number of pages | 6 |
ISBN (Electronic) | 978-1-4673-9005-7 |
ISBN (Print) | 978-1-4673-9006-4 |
DOIs | |
Publication status | Published - 1 Jan 2016 |
MoE publication type | A4 Article in a conference publication |
Event | IEEE International Conference on Big Data, Big Data 2016 - Washington, United States Duration: 5 Dec 2016 → 8 Dec 2016 |
Conference
Conference | IEEE International Conference on Big Data, Big Data 2016 |
---|---|
Country/Territory | United States |
City | Washington |
Period | 5/12/16 → 8/12/16 |
Keywords
- 5G mobile communication systems
- network architecture
- analytics
- data analytics
- data problems
- service parameters
- system architectures
- test generations
- test network
- testing technology
- 5G
- testing technologies
- big data
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Dive into the research topics of 'Preliminary big data in a 5G test network'. Together they form a unique fingerprint.Projects
- 1 Finished
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SENDATE-PLANETS: Secure Networking for a Data Center Cloud in Europe
Savolainen, P. (Manager), Savola, R. (Manager), Vähä-Heikkilä, T. (Owner) & Honka, H. (Participant)
1/04/16 → 30/04/19
Project: Business Finland project