Integrating Active Monitoring for Restricted Topology-awareness of SmartX Multi-View Playground Visibility

Rathore, Muhammad Ahmad; Kim, Jong-Won

doi:10.1145/3226052.3226053

Cited by 3 publications

(3 citation statements)

References 4 publications

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“…To acquire multilayer visibility from the distributed SmartX boxes, we deploy four software: PerfSONAR for overlay network resources visibility, 34 Intel Snap Telemetry Framework for resource‐layer visibility, 12 eBPF‐based IO Visor tool for network packets collection, 36 and sFlow for network packets sampling. PerfSONAR is a widely deployed test and measurement infrastructure used by science networks to monitor and ensure network performance.…”

Section: Smartx Mvf: Software Implementationmentioning

confidence: 99%

“…These metrics should be collected by applying a single or combination of active and passive monitoring approaches. 17,34 By injecting probing packets, active monitoring traces probing packet flow. Instead of inserting artificial traffic into a network or system, passive monitoring utilizes monitoring traffic that is already available on the network or system.…”

Section: Active and Passive Visibility Measurementsmentioning

confidence: 99%

“…In Table 1, we summarize key metrics selected for OF@TEIN playground. These metrics should be collected by applying a single or combination of active and passive monitoring approaches 17,34 . By injecting probing packets, active monitoring traces probing packet flow.…”

Section: Smartx Mvf: Detailed Components Designmentioning

confidence: 99%

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SmartX Multi‐View Visibility Framework for unified monitoring of SDN‐enabled multisite clouds

Kim

2019

Trans Emerging Tel Tech

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Modern ICT infrastructures are getting complicated to cope with the various demands to accommodate the emerging technology paradigms such as cloud, SDN, and IoT. In these ICT infrastructures, unified monitoring is essential to easily pinpoint server faults, network bottlenecks, and application performance issues for effective operation. Although many traditional monitoring solutions are now available, unified monitoring has not kept pace, creating a big gap when operating these modern infrastructures. To address this particular limitation, in this paper, a futuristic multilayer visibility framework, denoted as SmartX Multi-View Visibility Framework (MVF), is proposed by unifying the visibility of physical and virtual resource, flow, and workload layers for timely detection and mitigation of various operational issues. Based on our experience of working with Future Internet testbeds, we first design SmartX MVF to enable visibility collection and validation from distributed MPs. Then, we link it with subsequent visibility integration capability empowered by DataLake-based visibility storage for interactive visualization of collected visibility. Furthermore, a prototype implementation of SmartX MVF is developed and deployed in OF@TEIN

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Section: Smartx Mvf: Software Implementationmentioning

confidence: 99%

Section: Active and Passive Visibility Measurementsmentioning

confidence: 99%

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SmartX Multi‐View Visibility Framework for unified monitoring of SDN‐enabled multisite clouds

Kim

2019

Trans Emerging Tel Tech

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A Survey on Observability of Distributed Edge & Container-Based Microservices

2022

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Edge computing is proposed as a technical enabler for meeting emerging network technologies (such as 5G and Industrial Internet of Things), stringent application requirements and key performance indicators (KPIs). It aims to alleviate the problems associated with centralized cloud computing systems by placing computational resources to the network's edge, closer to the users. However, the complexity of distributed edge infrastructures grows when hosting containerized workloads as microservices, resulting in hard to detect and troubleshoot outages on critical use cases such as industrial automation processes. Observability aims to support operators in managing and operating complex distributed infrastructures and microservices architectures by instrumenting end-to-end runtime performance. To the best of our knowledge, no survey article has been recently proposed for distributed edge and containerized microservices observability. Thus, this article surveys and classifies state-of-the-art solutions from various communities. Besides surveying state-of-the-art, this article also discusses the observability concept, requirements, and design considerations. Finally, we discuss open research issues as well as future research directions that will inspire additional research in this area.

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Integrating Machine Learning for Network Threat Detection with SmartX Multi-Sec Framework

Farasat¹,

Rathore

Kim³

2023

2023 International Conference on Information Networking (ICOIN)

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Integrating Active Monitoring for Restricted Topology-awareness of SmartX Multi-View Playground Visibility

Cited by 3 publications

References 4 publications

SmartX Multi‐View Visibility Framework for unified monitoring of SDN‐enabled multisite clouds

SmartX Multi‐View Visibility Framework for unified monitoring of SDN‐enabled multisite clouds

A Survey on Observability of Distributed Edge & Container-Based Microservices

Integrating Machine Learning for Network Threat Detection with SmartX Multi-Sec Framework

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