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Do It Yourself: Programmable Metrics using OpenTelemetry

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Do It Yourself: Programmable Metrics using OpenTelemetry
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56
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CC Attribution 3.0 Unported:
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Using metrics to measure how good or bad things are going is a proven way to ensure a software-based system is going in the right direction. Most metrics are created and monitored automatically by agent technologies installed in our infrastructure, making us hostages of the set of metrics that these agents are programmed to address. But what if you need to handle your own set of metrics? This is a question that often drives developers mad because they fear spending development cycles building something that will end up being locked into a particular monitoring/observability vendor. But OpenTelemetry — a CNCF observability framework that provides a vendor-neutral approach to tackle metrics, logging, and tracing needs, can change everything. This talk will explain how the OpenTelemetry framework allows the creation of custom metrics in a standard, scalable, and reusable way. It will provide an example in Java of a set of metrics that are continuously updated based on the execution of the code and how to hook that data with a compatible observability backend.
Service (economics)Musical ensembleGoodness of fitSoftware developerState observerDifferent (Kate Ryan album)Metric systemPresentation of a groupWordInformationSoftware frameworkXMLUMLLecture/ConferenceMeeting/Interview
Presentation of a groupState observerRight anglePresentation of a groupGoodness of fitOpen setContent (media)Metric systemSoftware frameworkRepository (publishing)Demo (music)BuildingDependent and independent variablesCodeJava appletFocus (optics)DampingBranch (computer science)BitGrand Unified TheoryMatrix (mathematics)CuboidSoftware development kitConstructor (object-oriented programming)MereologyFront and back endsMeeting/InterviewComputer animation
Presentation of a groupService (economics)Java appletDependent and independent variablesMassData miningSlide ruleHydraulic jumpMereologyWindowMachine codeRevision controlRight angleRepository (publishing)Branch (computer science)Meeting/InterviewComputer animationSource code
Game theoryElectric currentDependent and independent variablesCAN busSample (statistics)Query languageGroup actionStreaming mediaMaizeDistribution (mathematics)Drag (physics)Gamma functionMetric systemEvent horizonCodeSpring (hydrology)Java appletService (economics)BootingPresentation of a groupTracing (software)Matrix (mathematics)Figurate numberDemo (music)Right angleSingle-precision floating-point formatMobile appQuery languageComputer virusComputer animationSource code
InformationDependent and independent variablesCodeService (economics)Group actionNewton's law of universal gravitationMetric systemError messageTerm (mathematics)Right angleBuildingDependent and independent variablesJava appletLibrary (computing)Software frameworkFront and back endsCodeTracing (software)State observerComputer animation
Smoothed Particle HydrodynamicsDependent and independent variablesAssociative propertyPoint (geometry)Dependent and independent variablesState observerSystem callRight angleObject (grammar)Web browserComputer animationSource code
InformationGroup actionService (economics)Meta elementBlogMetric systemDependent and independent variablesError messagePoint cloudJava appletDependent and independent variablesSoftware development kitOpen setMetric systemState observerCodeShared memoryImplementationTracing (software)Point cloudSystem callLocal ringPower (physics)Matrix (mathematics)CASE <Informatik>Open sourceFront and back endsComputer animation
Execution unitThread (computing)Java appletProjective planeDifferent (Kate Ryan album)Cartesian coordinate systemMereologyTerm (mathematics)CodeService (economics)Metric systemRight angleShape (magazine)WordServer (computing)Open setMatrix (mathematics)WhiteboardMacro (computer science)Software developerGoodness of fitPresentation of a groupComputer animation
Dependent and independent variablesExecution unitMetric systemProjective planeThread (computing)Matrix (mathematics)State observerCodeRight angleOpen setWordMultiplication signMeeting/InterviewComputer animation
State observerOpen setRight angleSoftwareCodeMatrix (mathematics)Cartesian coordinate systemSemiconductor memoryMetric systemMeeting/Interview
CodeSoftware frameworkState observerMatrix (mathematics)Open setSoftware development kitBuildingRight angleMetric systemComputer animation
Game theoryView (database)Software frameworkError messageBootingExtension (kinesiology)Spring (hydrology)Service (economics)Cartesian coordinate systemMetric systemTracing (software)Metropolitan area networkMatrix (mathematics)CodeRight angleOpen setWordComputer fileSource code
Java appletFront and back endsState observerCartesian coordinate systemEnterprise architectureService (economics)Game theoryBus (computing)Process (computing)CASE <Informatik>Open setPolygon meshSoftwareMetric systemTracing (software)Buffer solutionClosed set
Error messageInformationMiniDiscFactory (trading post)Lemma (mathematics)Gibbs-samplingCodeMetreObject (grammar)Metric systemRevision controlIntegrated development environmentMereologyVariable (mathematics)DataflowOpen setAnalogyTracing (software)Matrix (mathematics)Right angleSingle-precision floating-point formatUniqueness quantificationWindowSoftware development kitProjective planeSource codeProgram flowchart
Error messageRevision controlWorld Wide Web ConsortiumDependent and independent variablesInformationOpen setProjective planeMetreMultiplication signRevision controlLatent heatCanonical ensembleDifferent (Kate Ryan album)Metric systemState observerVotingCASE <Informatik>Level (video gaming)BitCodeSource code
IcosahedronError messageMiniDiscComputer virusMultiplication signTheoryMatrix (mathematics)Type theoryState of matterCodeOpen setConnectivity (graph theory)IntegerNumberCASE <Informatik>Right angleMetric systemVariable (mathematics)Characteristic polynomialData typeComputer animationSource code
AirfoilGamma functionFormal grammarIntelError messageOpen setElement (mathematics)Dependent and independent variablesSocial classState of matterRight angleJava appletVideo gameVariable (mathematics)Cycle (graph theory)Attribute grammarDeclarative programmingSpring (hydrology)Source codeComputer animation
Execution unitSoftware development kitMetreComputer virusDew pointRevision controlWorld Wide Web ConsortiumDependent and independent variablesNumberFamilyElectronic data interchangeCue sportsMetric systemRight angleNumberMatrix (mathematics)CompilerCodeWindowSource code
Error messageWorld Wide Web ConsortiumDependent and independent variablesComputer configurationMetreCASE <Informatik>Type theoryExecution unitMetric systemPattern languageMatrix (mathematics)Software development kitObject (grammar)Instance (computer science)Descriptive statisticsLogical constantSource code
Error messageGamma functionDescriptive statisticsNumberFunctional (mathematics)Metric systemState observerLogical constantCodeInterface (computing)Right angleFront and back endsString (computer science)Level (video gaming)Source code
MiniDiscGamma functionDependent and independent variablesError messageCodeState of matterRight angleMatrix (mathematics)Metric systemUltraviolet photoelectron spectroscopyDependent and independent variablesNumberState observerFront and back endsType theoryHistogramSynchronizationSource code
Metric systemDependent and independent variablesLarge eddy simulationError messageCASE <Informatik>CodeMetric systemState observerPerspective (visual)WordMereologyScripting languageRight angleFront and back endsSynchronizationSource code
Error messageFile formatCommunications protocolMatrix (mathematics)Different (Kate Ryan album)Data transmissionRight angleTracing (software)Metric systemMaterialization (paranormal)Enterprise resource planningState observerFront and back endsSource code
Front and back endsState observerFile formatMetric systemCommunications protocolTracing (software)CASE <Informatik>FrequencySinc function
Error messageMetric systemFront and back endsMetric systemReal-time operating systemIntegrated development environmentBefehlsprozessorSet (mathematics)Product (business)Semiconductor memoryReal numberCASE <Informatik>Default (computer science)State observerSoftwareMultiplication signRight angleSource code
Error messageGame theoryIntegrated development environmentCodeCartesian coordinate systemState observerRight angleNumberSoftwareRule of inferenceInfinityFront and back endsInformation overloadPhysical systemMetric systemConfiguration spaceWordComputer fileMereologyPoint (geometry)Presentation of a groupMatrix (mathematics)Source code
Information overloadDifferent (Kate Ryan album)Demo (music)Metric systemMatrix (mathematics)Virtual machineRight angleTracing (software)Instance (computer science)Variable (mathematics)Integrated development environmentComputer animation
Error messageGamma functionInformationProduct (business)Right angleType theoryTunisConfiguration spaceCASE <Informatik>Tracing (software)Modal logicBuffer solutionFront and back endsGroup actionCoprocessorProcess (computing)System identificationState observer2 (number)Metric systemStapeldateiPoint cloudOpen setMatrix (mathematics)Streaming mediaTerm (mathematics)Level (video gaming)Perspective (visual)Service (economics)Meeting/InterviewComputer animationSource code
Extension (kinesiology)Fiber bundleEvent horizonError messageSource codeInformationProcess (computing)Metric systemLocal GroupOpen setRun time (program lifecycle phase)Server (computing)Client (computing)Streaming mediaJava appletFingerprintBlogSoftware testingPoint cloudTransport Layer SecurityTouchscreenRight angle2 (number)CodeMatrix (mathematics)Error messageMetric systemComputer animationSource code
EmailDependent and independent variablesWindowRight angleMatrix (mathematics)Metric systemState observerComputer architectureReplication (computing)SoftwareCartesian coordinate systemMereologyAverageSummierbarkeitMultiplication signGauge theoryCuboidState of matterTracing (software)Error messageConsistencyStreaming mediaSynchronizationMaxima and minimaMarginal distributionFront and back endsComputer hardwareNamespaceMemory managementElectronic visual displayUsabilityGroup actionPoint (geometry)Moment (mathematics)System callCodePoint cloudPhysical systemWordConnectivity (graph theory)NumberDiagramComputer animation
MIDIMetric systemError messageProcess (computing)Message passingDependent and independent variablesRevision controlIntelDefault (computer science)Matrix (mathematics)Integrated development environmentHost Identity ProtocolSemiconductor memoryMetreMereologyRight angleMetric systemMemory managementSource code
Game controllerMessage passingOpen setDependent and independent variablesExecutive information systemJava appletJava appletType theoryCodeMereologyLink (knot theory)Gauge theoryRight angleMemory managementDescriptive statisticsDifferent (Kate Ryan album)Execution unitMetreBuildingMetric systemLambda calculusSource code
Convex hullSimultaneous localization and mappingMaxima and minimaWorld Wide Web ConsortiumExtension (kinesiology)Multiplication signRight angleMetric systemMatrix (mathematics)Computer animationSource code
Computer configurationMultiplication signNeighbourhood (graph theory)State observerPlotterMereologySemiconductor memoryArithmetic progressionTimestampMetric systemUtility softwarePerformance appraisalNumberEvent horizonRight angleMatrix (mathematics)HistogramSource codeComputer animation
Open setSelf-organizationTwitterState observerComputer animationMeeting/Interview
Branch (computer science)Bus (computing)Presentation of a groupFile viewerLecture/ConferenceMeeting/Interview
Musical ensembleLecture/ConferenceJSONXMLUML
Transcript: English(auto-generated)