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[Algorithm] Evaluate a potential new SOTA algorithm on stream log parsing

AlgorithmThe work is on the algorithm sideThe work is on the algorithm side

analysis: log

help wantedExtra attention is neededExtra attention is needed

ResearchSome thing that highly relates to research focus, not implementation.Some thing that highly relates to research focus, not implementation.

Status: Open.

#18 In SkyAPM/aiops-engine-for-skywalking;

· Superskyyy opened on Sep 10, 2022

[Algorithm] Drain experiment log partition on LEVEL if available

AlgorithmThe work is on the algorithm sideThe work is on the algorithm side

analysis: log

enhancementNew feature or requestNew feature or request

TBDRequires further consideration before action.Requires further consideration before action.

Status: Open.

#13 In SkyAPM/aiops-engine-for-skywalking;

· Superskyyy opened on Jul 20, 2022

 ·  

0.1.0

[Algorithm] Drain cache look up optimization, evaluate accuracy impacts

AlgorithmThe work is on the algorithm sideThe work is on the algorithm side

analysis: log

enhancementNew feature or requestNew feature or request

upstreamA issue that could be submitted to upstream repos firstA issue that could be submitted to upstream repos first

Status: Open.

#12 In SkyAPM/aiops-engine-for-skywalking;

· Superskyyy opened on Jul 19, 2022

 ·  

0.1.0

[Algorithm] Drain output aggregate log cluster count over time

AlgorithmThe work is on the algorithm sideThe work is on the algorithm side

analysis: log

integrationIntegration relatedIntegration related

type: featureA feature to be implementedA feature to be implemented

Status: Open.

#11 In SkyAPM/aiops-engine-for-skywalking;

· Superskyyy opened on Jul 18, 2022

[Algorithm] Drain3 raw log parsing potential enhancement

AlgorithmThe work is on the algorithm sideThe work is on the algorithm side

analysis: log

enhancementNew feature or requestNew feature or request

upstreamA issue that could be submitted to upstream repos firstA issue that could be submitted to upstream repos first

Status: Open.

#9 In SkyAPM/aiops-engine-for-skywalking;

· Superskyyy opened on Jul 18, 2022

 ·  

0.1.0

[Algorithm] Implement real-time anomaly detection for metrics

AlgorithmThe work is on the algorithm sideThe work is on the algorithm side

analysis: metrics

type: featureA feature to be implementedA feature to be implemented

Status: Open.

#7 In SkyAPM/aiops-engine-for-skywalking;

· Fengrui-Liu opened on Jun 28, 2022

 ·  

0.1.0

[Algorithm] Implement incremental clustering of streaming log based on Drain

AlgorithmThe work is on the algorithm sideThe work is on the algorithm side

analysis: log

type: featureA feature to be implementedA feature to be implemented

Status: Open.

#5 In SkyAPM/aiops-engine-for-skywalking;

· Superskyyy opened on Jun 27, 2022

 ·  

0.1.0