WLCG Networks: Update on Monitoring and Analytics

07/01/2020
by   Marian Babik, et al.
0

WLCG relies on the network as a critical part of its infrastructure and therefore needs to guarantee effective network usage and prompt detection and resolution of any network issues including connection failures, congestion and traffic routing. The OSG Networking Area, in partnership with WLCG, is focused on being the primary source of networking information for its partners and constituents. It was established to ensure sites and experiments can better understand and fix networking issues, while providing an analytics platform that aggregates network monitoring data with higher level workload and data trans-fer services. This has been facilitated by the global network of the perfSONAR instances that have been commissioned and are operated in collaboration with WLCG Network Throughput Working Group. An additional important updateis the inclusion of the newly funded NSF project SAND (Service Analytics and Network Diagnosis) which is focusing on network analytics. This paper describes the current state of the network measurement and analytics platform and summarizes the activities taken by the working group and our collaborators. This includes the progress being made in providing higher level analytics,alerting and alarming from the rich set of network metrics we are gathering.

READ FULL TEXT
research
05/23/2020

Routing Oblivious Measurement Analytics

Network-wide traffic analytics are often needed for various network moni...
research
08/16/2022

Traffic Analytics Development Kits (TADK): Enable Real-Time AI Inference in Networking Apps

Sophisticated traffic analytics, such as the encrypted traffic analytics...
research
07/01/2020

Network Capabilities for the HL-LHC Era

High Energy Physics (HEP) experiments rely on the networks as one of the...
research
04/02/2022

Equity, diversity, and inclusion in sports analytics

This paper presents a landmark study of equity, diversity and inclusion ...
research
10/04/2016

Seer: Empowering Software Defined Networking with Data Analytics

Network complexity is increasing, making network control and orchestrati...
research
04/23/2019

Trend-Based Networking Driven by Big Data Telemetry for SDN and Traditional Networks

Organizations face a challenge of accurately analyzing network data and ...
research
04/04/2019

Learning Analytics Made in France: The METALproject

This paper presents the METAL project, an ongoing French open Learning A...

Please sign up or login with your details

Forgot password? Click here to reset