2nd Performance Management Workshop

Session

Analytics and correlation

8 Mar 2022, 15:20

Zoom room

5. PMP data analytics

Ljubomir Hrboka (CARNET)

08/03/2022, 15:20

Performance Measurement Platform explores performance of the GÉANT backbone while experiencing perfSONAR on small nodes. In our work we explore the possibilities of using machine learning algorithms on perfSONAR collected data in order to detect network anomalies.

12. Detecting anomalous latency and jitter in Timemap

Fabio Farina (GARR)

08/03/2022, 15:35

Timemap is a real-time monitoring tool to collect, visualize and analyze latency and jitter. Timemap is collecting data from the Géant backbone devices since April 2021. Recent Timemap updates introduce support for streaming ML anomaly detection. In this talk we will introduce the algorithms adopted in Timemap, the usability improvement enabled by the new feature and we will discuss some...

6. AI/ML based path optimisation

Nichloas Buraglio (ESnet), Scott Campbell (ESnet)

08/03/2022, 15:50

13. Q&A

08/03/2022, 16:05

7. SAND project

Shawn McKee (University of Michigan)

08/03/2022, 16:15

8. NetSage

Doug Southworth (Indiana University)

08/03/2022, 16:30

NetSage is an open privacy-aware network measurement, analysis, and visualization service designed to address the needs of today's international networks. Modern science is increasingly data-driven and collaborative in nature, producing petabytes of data that can be shared by tens to thousands of scientists all over the world. NetSage services provide an unprecedented combination of passive...

9. Stardust

Andrew Lake (ESNET)

08/03/2022, 16:45

10. Q&A

08/03/2022, 17:00

11. Wrap up

08/03/2022, 17:10