EvoTrace:A Lightweight In-band Network Telemetry Method Based on Nonlinear Embedding and Batch Processing

In-band network telemetry(INT) enables packets to carry network state information,achieving high monitoring accuracy and precision.However,this advancement comes at the cost of increased data plane overhead.The embedding of telemetry information results in excessive network overhead within the data plane.Meanwhile,existing telemetry methods usually measure large number of packets from large flows,fails in measuring packets from small and medium flows.To address these issues,this paper proposes a lightweight INT method-EvoTrace.EvoTrace introduces a nonlinear packet telemetry method that monitors packets from different flows according to the attributes of network flows.Additionally,EvoTrace also employs a metadata batching method to aggregate the telemetry metadata,for reducing network bandwidth occupancy and the number of telemetry packets.EvoTrace is implemented on OpenvSwitch(OVS) and tested,experimental results demonstrate that,compared with the existing methods,EvoTrace achieves larger network flow monitoring coverage while saves more than 40% of INT bandwidth occupancy.

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Publication Details

Journal
SHILAP Revista de lepidopterología
Published
2025-05-01
DOI
https://doi.org/10.11896/jsjkx.240100164
Primary Topic
Cavitation Phenomena in Pumps
Type
article
Field-Weighted Citation Impact
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article

EvoTrace:A Lightweight In-band Network Telemetry Method Based on Nonlinear Embedding and Batch Processing

SHILAP Revista de lepidopterología
Cavitation Phenomena in Pumps
article

EvoTrace:A Lightweight In-band Network Telemetry Method Based on Nonlinear Embedding and Batch Processing

article en

Abstract

In-band network telemetry(INT) enables packets to carry network state information,achieving high monitoring accuracy and precision.However,this advancement comes at the cost of increased data plane overhead.The embedding of telemetry information results in excessive network overhead within the data plane.Meanwhile,existing telemetry methods usually measure large number of packets from large flows,fails in measuring packets from small and medium flows.To address these issues,this paper proposes a lightweight INT method-EvoTrace.EvoTrace introduces a nonlinear packet telemetry method that monitors packets from different flows according to the attributes of network flows.Additionally,EvoTrace also employs a metadata batching method to aggregate the telemetry metadata,for reducing network bandwidth occupancy and the number of telemetry packets.EvoTrace is implemented on OpenvSwitch(OVS) and tested,experimental results demonstrate that,compared with the existing methods,EvoTrace achieves larger network flow monitoring coverage while saves more than 40% of INT bandwidth occupancy.

SHILAP Revista de lepidopterología
Guizhou University of Finance and Economics (CN), Guizhou University (CN)
Openalex Percentile: Top 49%
Cavitation Phenomena in Pumps
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