flink case study: ericsson research
TRANSCRIPT
Kappa architecture in the telecom industry
Ignacio Mulas VielaEricsson Research
Ericsson Internal | 2011-10-19 | Page 2
› Ericsson Research– Management of Complex Systems– Analytics technologies applied to the ICT industry
› EIT ICT EUROPA project› Contributors:
Who?
Flink-forward | Ignacio Mulas | 12-October-2015
Ericsson Internal | 2011-10-19 | Page 3
› Real-time analysis of metrics and logs of a telecom infrastructure– Analysis of system behavior
› Extraction of statistical characteristics of system’s logs and metrics– Anomaly detection
› Clustering of node states and deviations (anomalies)
Use case
…
Flink-forward | Ignacio Mulas | 12-October-2015
Ericsson Internal | 2011-10-19 | Page 4
overview
Kafka Elastic Search
Kibana
Flink
……
Data sourcesFlink-forward | Ignacio Mulas | 12-October-2015
Ericsson Internal | 2011-10-19 | Page 5
Processor Time (tp)
Time handling
Event Time (te)
t0t0t0te0 tp
VS
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When and where?
KESSELHAUS Monday, 16:45Flink-forward | Ignacio Mulas | 12-October-2015
Ericsson Internal | 2011-10-19 | Page 7
See you soon!