SlideShare a Scribd company logo

Les logs, traces et indicateurs au service d'une observabilité unifiée

•
•
Elasticsearch
Elasticsearch

Découvrez comment Elasticsearch centralise le stockage des données et comment exploiter Kibana pour les analyser. Sans oublier l'accélération de l'identification, du diagnostic et de la résolution des problèmes.

Technology
1 of 49
Download to read offline
Cyrille Le Clerc Director of Product Management, Observability June 2020 Combining Logs, Metrics, and Traces for Unified Observability
Higher resource utilization increases monitoring complexity • Orchestration/Hypervisor • Dynamic/ephemeral jobs • You can no longer "point" to where that job lives Shift to cloud-native yields maintainable code, with costs • Traditional licensing models don't scale as well as your applications • Hurdles with autoscaling Monitoring Complexity Hardware & software trends are evolving in tandem Evolving Architectures ~↑ Monitoring Complexity
Development Team Ops: Log Monitoring Uptime Response Time Uptime Tool Ops: Infra Monitoring Web Logs App Logs Database Logs Container Logs Log Tool Ops: Service Monitoring Real User Monitoring Txn Perf Monitoring Distributed Tracing APM Tool Container Metrics Host Metrics Database Metics Network Metrics Storage Metrics Metrics Tool Status Quo: Siloed Collection of Tools
APM Data Uptime DataMetrics DataLog Data Elastic Approach to Observability Uptime Response Time Correctness Certificate Validation Web Logs App Logs Database Logs Container Logs Real User Monitoring Txn Perf Monitoring Distributed Tracing Dependency Mapping Host/Container Metrics Database Metics Network Metrics Storage Metrics Dev & Ops Teams Elastic Common Schema
Unified User Interface Same UI for KPI dashboards and root-cause analysis
• Ship data from anywhere -- and correlate across your data sources • The data is yours -- no API rate limiting, no data black boxes • Cloud native scale -- no constraints on dimensions and cardinalities Unified Data Layer with Common Schema Open data keeps your data out of silos
Correlate multiple data sources for more intelligent anomaly detection Unified Machine Learning and Alerting
Pricing aligned with business value Unified Licensing Model PER AGENT $$$$ PER HOST $$$$ PER INGEST $$$$ PER MONITOR $$$$ PER ADD-ON $$$$ • Intuitive Single, unified pricing model. No add-ons. • Cloud native No problem using with container workloads and serverless. • Future proof You pay for capacity and are not locked into a specific use case.
Elastic Stack for logs
Adopt an Open Approach to Centralized Logging Turnkey data ingestion, intuitive search UI
Make Logs Actionable with Machine Learning
Meet Audit Requirements with Log Lifecycle Management You’re in control of how your data is tiered Hot. Warm. Cold. Frozen. Index Lifecycle Management Policy based data management that optimize your cluster behind the scene Cold storage with online search Specialized indices for efficient long-term storage Log archival and rehydratation Robust snapshot management via API and UI
Elastic Stack for metrics
Evolution of Elastic Stack to a Metrics Store BKD trees Data structures optimized for numerical time series analysis. Columnar storage Structured data storage, resulting in compact storage and faster analytics Rollups Aggregate older data into bigger time buckets Aggregations framework Analytics features to slice and dice data along various dimensions 2012 2016 2014 2018 2019 2020 Prometheus support Support for ingesting data from Prometheus exporters and server Improved support for histograms Dedicated histogram data type in Elasticsearch
Turnkey Data Onboarding 100s of data sources at your fingertips Now 100+ integrations and growing! Recently added AWS LAmbda AWS Virtual Private Cloud Amazon Aurora DB Azure Database Metrics Azure Container Metrics Google Cloud Platform Pub/Sub Istio ...
Turn Metrics into Intelligence Flexible time-series analytics and data visualization
Elastic as an Infrastructure Metrics Solution
Elastic Stack for APM
21 Elastic APM Elastic joins forces with Opbeat A next-generation APM solution designed for developers 2017 2018 Distributed tracing Distributed tracing with W3C Trace Context standard 2020 2019 Elastic APM GA Native Elastic integration, Agents for Python, Node.js, Ruby, Javascript; Real User Monitoring ● Java ● Go ● .NET ● Node.js ● Javascript ● RUM Language Support ● Python ● Ruby ● Go ● PHP (in dev) • Turnkey agents • Auto-instrument for common frameworks • OpenTracing & OpenTelemetry to avoid lock-in
22 Evolution of Elastic Stack to Open Source APM Elastic joins forces with Opbeat A next-generation APM solution designed for developers 2017 2018 Distributed tracing Distributed tracing with W3C Trace Context standard 2020 2019 Service Maps, annotations Full featured UI to navigate APM data Elastic APM GA Native Elastic integration, Agents for Python, Node.js, Ruby, Javascript; Real User Monitoring
Distributed Tracing End-to-end transaction tracking
Reduce MTTR with a Unified UI Navigate traces, metrics, and logs in one UI for faster issue resolution
25 Elastic Stack for uptime
Heartbeat: Uptime Monitoring alerts
28 Demo
Demo Demo app: Google’s microservices demo “Online Boutique”
Demo App Architecture Microservices Architecture
Observe Dashboard
Observe Anomaly Detection with Machine Learning
Detect Alerts
Investigate Distributed Traces
Investigate Distributed Traces
Investigate Single Pane of Glass Events on the system
Investigate Single Pane of Glass Contextual Links ● Trace logs ● Host logs & Metrics ● Custom links ○ Other monitoring tools ○ Support / dev tools
Investigate Single Pane of Glass
Investigate Single Pane of Glass
Investigate Single Pane of Glass
Investigate Single Pane of Glass
Investigate Hich Cardinalities for Better Search
Investigate Hich Cardinalities for Better Search
44 Demo
Demo Key Takeaways • Unified Observability ○ Single tool ○ Investigate deep in any dimension ○ All data types: logs, metrics, APM, and synthetics ○ All layers: application and infrastructure ○ High cardinalities for powerful search
46 Demo
What now? Try it yourself!
While you observe, why not protect? Elastic SIEM & Endpoint
Questions?

Recommended

Elastic Security : Protéger son entreprise avec la Suite Elastic
Elastic Security : Protéger son entreprise avec la Suite ElasticElastic Security : Protéger son entreprise avec la Suite Elastic
Elastic Security : Protéger son entreprise avec la Suite ElasticElasticsearch
 
Automate threat detections and avoid false positives
Automate threat detections and avoid false positivesAutomate threat detections and avoid false positives
Automate threat detections and avoid false positivesElasticsearch
 
Get full visibility and find hidden security issues
Get full visibility and find hidden security issuesGet full visibility and find hidden security issues
Get full visibility and find hidden security issuesElasticsearch
 
Infrastructure monitoring made easy, from ingest to insight
Infrastructure monitoring made easy, from ingest to insightInfrastructure monitoring made easy, from ingest to insight
Infrastructure monitoring made easy, from ingest to insightElasticsearch
 
Reinventing enterprise defense with the Elastic Stack
Reinventing enterprise defense with the Elastic StackReinventing enterprise defense with the Elastic Stack
Reinventing enterprise defense with the Elastic StackElasticsearch
 
Automatize a detecção de ameaças e evite falsos positivos
Automatize a detecção de ameaças e evite falsos positivosAutomatize a detecção de ameaças e evite falsos positivos
Automatize a detecção de ameaças e evite falsos positivosElasticsearch
 
Siscale Lightning Talk: Automated Root Cause Analysis with Elastic Stack
Siscale Lightning Talk: Automated Root Cause Analysis with Elastic StackSiscale Lightning Talk: Automated Root Cause Analysis with Elastic Stack
Siscale Lightning Talk: Automated Root Cause Analysis with Elastic StackElasticsearch
 
Building Elastic into security operations
Building Elastic into security operationsBuilding Elastic into security operations
Building Elastic into security operationsElasticsearch
 

Recommended

Elastic Security : Protéger son entreprise avec la Suite Elastic
Elastic Security : Protéger son entreprise avec la Suite ElasticElastic Security : Protéger son entreprise avec la Suite Elastic
Elastic Security : Protéger son entreprise avec la Suite ElasticElasticsearch
 
Automate threat detections and avoid false positives
Automate threat detections and avoid false positivesAutomate threat detections and avoid false positives
Automate threat detections and avoid false positivesElasticsearch
 
Get full visibility and find hidden security issues
Get full visibility and find hidden security issuesGet full visibility and find hidden security issues
Get full visibility and find hidden security issuesElasticsearch
 
Infrastructure monitoring made easy, from ingest to insight
Infrastructure monitoring made easy, from ingest to insightInfrastructure monitoring made easy, from ingest to insight
Infrastructure monitoring made easy, from ingest to insightElasticsearch
 
Reinventing enterprise defense with the Elastic Stack
Reinventing enterprise defense with the Elastic StackReinventing enterprise defense with the Elastic Stack
Reinventing enterprise defense with the Elastic StackElasticsearch
 
Automatize a detecção de ameaças e evite falsos positivos
Automatize a detecção de ameaças e evite falsos positivosAutomatize a detecção de ameaças e evite falsos positivos
Automatize a detecção de ameaças e evite falsos positivosElasticsearch
 
Siscale Lightning Talk: Automated Root Cause Analysis with Elastic Stack
Siscale Lightning Talk: Automated Root Cause Analysis with Elastic StackSiscale Lightning Talk: Automated Root Cause Analysis with Elastic Stack
Siscale Lightning Talk: Automated Root Cause Analysis with Elastic StackElasticsearch
 
Building Elastic into security operations
Building Elastic into security operationsBuilding Elastic into security operations
Building Elastic into security operationsElasticsearch
 
Palestra de abertura: Evolução e visão do Elastic Observability
Palestra de abertura: Evolução e visão do Elastic ObservabilityPalestra de abertura: Evolução e visão do Elastic Observability
Palestra de abertura: Evolução e visão do Elastic ObservabilityElasticsearch
 
Keynote: Elastic Security evolution and vision
Keynote: Elastic Security evolution and visionKeynote: Elastic Security evolution and vision
Keynote: Elastic Security evolution and visionElasticsearch
 
Elastic and Google: Observability for multicloud and hybrid environments
Elastic and Google: Observability for multicloud and hybrid environmentsElastic and Google: Observability for multicloud and hybrid environments
Elastic and Google: Observability for multicloud and hybrid environmentsElasticsearch
 
Search for all with Elastic Enterprise Search
Search for all with Elastic Enterprise Search Search for all with Elastic Enterprise Search
Search for all with Elastic Enterprise Search Elasticsearch
 
Elastic @ Adobe: Making Search Smarter with Machine Learning at Scale
Elastic @ Adobe: Making Search Smarter with Machine Learning at ScaleElastic @ Adobe: Making Search Smarter with Machine Learning at Scale
Elastic @ Adobe: Making Search Smarter with Machine Learning at ScaleElasticsearch
 
Elastic APM: Amping up your logs and metrics for the full picture
Elastic APM: Amping up your logs and metrics for the full pictureElastic APM: Amping up your logs and metrics for the full picture
Elastic APM: Amping up your logs and metrics for the full pictureElasticsearch
 
Keynote: Elastic Observability evolution and vision
Keynote: Elastic Observability evolution and vision Keynote: Elastic Observability evolution and vision
Keynote: Elastic Observability evolution and visionElasticsearch
 
Keynote: Elastic Security evolution and vision
Keynote: Elastic Security evolution and visionKeynote: Elastic Security evolution and vision
Keynote: Elastic Security evolution and visionElasticsearch
 
End-to-End Security Analytics with the Elastic Stack
End-to-End Security Analytics with the Elastic StackEnd-to-End Security Analytics with the Elastic Stack
End-to-End Security Analytics with the Elastic StackElasticsearch
 
O monitoramento da infraestrutura facilitado, da ingestão ao insight
O monitoramento da infraestrutura facilitado, da ingestão ao insightO monitoramento da infraestrutura facilitado, da ingestão ao insight
O monitoramento da infraestrutura facilitado, da ingestão ao insightElasticsearch
 
Machine Learning for Anomaly Detection, Time Series Modeling, and More
Machine Learning for Anomaly Detection, Time Series Modeling, and MoreMachine Learning for Anomaly Detection, Time Series Modeling, and More
Machine Learning for Anomaly Detection, Time Series Modeling, and MoreElasticsearch
 
Empower your security practitioners with the Elastic Stack
Empower your security practitioners with the Elastic StackEmpower your security practitioners with the Elastic Stack
Empower your security practitioners with the Elastic StackElasticsearch
 
Construção de uma plataforma de observabilidade centralizada
Construção de uma plataforma de observabilidade centralizadaConstrução de uma plataforma de observabilidade centralizada
Construção de uma plataforma de observabilidade centralizadaElasticsearch
 
Microsoft: Enterprise search for cloud native applications
Microsoft: Enterprise search for cloud native applicationsMicrosoft: Enterprise search for cloud native applications
Microsoft: Enterprise search for cloud native applicationsElasticsearch
 
Get full visibility and find hidden security issues
Get full visibility and find hidden security issuesGet full visibility and find hidden security issues
Get full visibility and find hidden security issuesElasticsearch
 
How KeyBank Used Elastic to Build an Enterprise Monitoring Solution
How KeyBank Used Elastic to Build an Enterprise Monitoring SolutionHow KeyBank Used Elastic to Build an Enterprise Monitoring Solution
How KeyBank Used Elastic to Build an Enterprise Monitoring SolutionElasticsearch
 
Security Events Logging at Bell with the Elastic Stack
Security Events Logging at Bell with the Elastic StackSecurity Events Logging at Bell with the Elastic Stack
Security Events Logging at Bell with the Elastic StackElasticsearch
 
Log Monitoring and Anomaly Detection at Scale at ORNL
Log Monitoring and Anomaly Detection at Scale at ORNLLog Monitoring and Anomaly Detection at Scale at ORNL
Log Monitoring and Anomaly Detection at Scale at ORNLElasticsearch
 
Combinación de logs, métricas y rastreos para observabilidad unificada
Combinación de logs, métricas y rastreos para observabilidad unificadaCombinación de logs, métricas y rastreos para observabilidad unificada
Combinación de logs, métricas y rastreos para observabilidad unificadaElasticsearch
 
Elastic APM : développez vos logs et vos indicateurs pour obtenir une vue com...
Elastic APM : développez vos logs et vos indicateurs pour obtenir une vue com...Elastic APM : développez vos logs et vos indicateurs pour obtenir une vue com...
Elastic APM : développez vos logs et vos indicateurs pour obtenir une vue com...Elasticsearch
 
Combining Logs, Metrics, and Traces for Unified Observability
Combining Logs, Metrics, and Traces for Unified ObservabilityCombining Logs, Metrics, and Traces for Unified Observability
Combining Logs, Metrics, and Traces for Unified ObservabilityElasticsearch
 
Combining Logs, Metrics, and Traces for Unified Observability
Combining Logs, Metrics, and Traces for Unified ObservabilityCombining Logs, Metrics, and Traces for Unified Observability
Combining Logs, Metrics, and Traces for Unified ObservabilityElasticsearch
 

More Related Content

What's hot

Palestra de abertura: Evolução e visão do Elastic Observability
Palestra de abertura: Evolução e visão do Elastic ObservabilityPalestra de abertura: Evolução e visão do Elastic Observability
Palestra de abertura: Evolução e visão do Elastic ObservabilityElasticsearch
 
Keynote: Elastic Security evolution and vision
Keynote: Elastic Security evolution and visionKeynote: Elastic Security evolution and vision
Keynote: Elastic Security evolution and visionElasticsearch
 
Elastic and Google: Observability for multicloud and hybrid environments
Elastic and Google: Observability for multicloud and hybrid environmentsElastic and Google: Observability for multicloud and hybrid environments
Elastic and Google: Observability for multicloud and hybrid environmentsElasticsearch
 
Search for all with Elastic Enterprise Search
Search for all with Elastic Enterprise Search Search for all with Elastic Enterprise Search
Search for all with Elastic Enterprise Search Elasticsearch
 
Elastic @ Adobe: Making Search Smarter with Machine Learning at Scale
Elastic @ Adobe: Making Search Smarter with Machine Learning at ScaleElastic @ Adobe: Making Search Smarter with Machine Learning at Scale
Elastic @ Adobe: Making Search Smarter with Machine Learning at ScaleElasticsearch
 
Elastic APM: Amping up your logs and metrics for the full picture
Elastic APM: Amping up your logs and metrics for the full pictureElastic APM: Amping up your logs and metrics for the full picture
Elastic APM: Amping up your logs and metrics for the full pictureElasticsearch
 
Keynote: Elastic Observability evolution and vision
Keynote: Elastic Observability evolution and vision Keynote: Elastic Observability evolution and vision
Keynote: Elastic Observability evolution and visionElasticsearch
 
Keynote: Elastic Security evolution and vision
Keynote: Elastic Security evolution and visionKeynote: Elastic Security evolution and vision
Keynote: Elastic Security evolution and visionElasticsearch
 
End-to-End Security Analytics with the Elastic Stack
End-to-End Security Analytics with the Elastic StackEnd-to-End Security Analytics with the Elastic Stack
End-to-End Security Analytics with the Elastic StackElasticsearch
 
O monitoramento da infraestrutura facilitado, da ingestão ao insight
O monitoramento da infraestrutura facilitado, da ingestão ao insightO monitoramento da infraestrutura facilitado, da ingestão ao insight
O monitoramento da infraestrutura facilitado, da ingestão ao insightElasticsearch
 
Machine Learning for Anomaly Detection, Time Series Modeling, and More
Machine Learning for Anomaly Detection, Time Series Modeling, and MoreMachine Learning for Anomaly Detection, Time Series Modeling, and More
Machine Learning for Anomaly Detection, Time Series Modeling, and MoreElasticsearch
 
Empower your security practitioners with the Elastic Stack
Empower your security practitioners with the Elastic StackEmpower your security practitioners with the Elastic Stack
Empower your security practitioners with the Elastic StackElasticsearch
 
Construção de uma plataforma de observabilidade centralizada
Construção de uma plataforma de observabilidade centralizadaConstrução de uma plataforma de observabilidade centralizada
Construção de uma plataforma de observabilidade centralizadaElasticsearch
 
Microsoft: Enterprise search for cloud native applications
Microsoft: Enterprise search for cloud native applicationsMicrosoft: Enterprise search for cloud native applications
Microsoft: Enterprise search for cloud native applicationsElasticsearch
 
Get full visibility and find hidden security issues
Get full visibility and find hidden security issuesGet full visibility and find hidden security issues
Get full visibility and find hidden security issuesElasticsearch
 
How KeyBank Used Elastic to Build an Enterprise Monitoring Solution
How KeyBank Used Elastic to Build an Enterprise Monitoring SolutionHow KeyBank Used Elastic to Build an Enterprise Monitoring Solution
How KeyBank Used Elastic to Build an Enterprise Monitoring SolutionElasticsearch
 
Security Events Logging at Bell with the Elastic Stack
Security Events Logging at Bell with the Elastic StackSecurity Events Logging at Bell with the Elastic Stack
Security Events Logging at Bell with the Elastic StackElasticsearch
 
Log Monitoring and Anomaly Detection at Scale at ORNL
Log Monitoring and Anomaly Detection at Scale at ORNLLog Monitoring and Anomaly Detection at Scale at ORNL
Log Monitoring and Anomaly Detection at Scale at ORNLElasticsearch
 
Combinación de logs, métricas y rastreos para observabilidad unificada
Combinación de logs, métricas y rastreos para observabilidad unificadaCombinación de logs, métricas y rastreos para observabilidad unificada
Combinación de logs, métricas y rastreos para observabilidad unificadaElasticsearch
 
Elastic APM : développez vos logs et vos indicateurs pour obtenir une vue com...
Elastic APM : développez vos logs et vos indicateurs pour obtenir une vue com...Elastic APM : développez vos logs et vos indicateurs pour obtenir une vue com...
Elastic APM : développez vos logs et vos indicateurs pour obtenir une vue com...Elasticsearch
 

What's hot (20)

Palestra de abertura: Evolução e visão do Elastic Observability
Palestra de abertura: Evolução e visão do Elastic ObservabilityPalestra de abertura: Evolução e visão do Elastic Observability
Palestra de abertura: Evolução e visão do Elastic Observability
 
Keynote: Elastic Security evolution and vision
Keynote: Elastic Security evolution and visionKeynote: Elastic Security evolution and vision
Keynote: Elastic Security evolution and vision
 
Elastic and Google: Observability for multicloud and hybrid environments
Elastic and Google: Observability for multicloud and hybrid environmentsElastic and Google: Observability for multicloud and hybrid environments
Elastic and Google: Observability for multicloud and hybrid environments
 
Search for all with Elastic Enterprise Search
Search for all with Elastic Enterprise Search Search for all with Elastic Enterprise Search
Search for all with Elastic Enterprise Search
 
Elastic @ Adobe: Making Search Smarter with Machine Learning at Scale
Elastic @ Adobe: Making Search Smarter with Machine Learning at ScaleElastic @ Adobe: Making Search Smarter with Machine Learning at Scale
Elastic @ Adobe: Making Search Smarter with Machine Learning at Scale
 
Elastic APM: Amping up your logs and metrics for the full picture
Elastic APM: Amping up your logs and metrics for the full pictureElastic APM: Amping up your logs and metrics for the full picture
Elastic APM: Amping up your logs and metrics for the full picture
 
Keynote: Elastic Observability evolution and vision
Keynote: Elastic Observability evolution and vision Keynote: Elastic Observability evolution and vision
Keynote: Elastic Observability evolution and vision
 
Keynote: Elastic Security evolution and vision
Keynote: Elastic Security evolution and visionKeynote: Elastic Security evolution and vision
Keynote: Elastic Security evolution and vision
 
End-to-End Security Analytics with the Elastic Stack
End-to-End Security Analytics with the Elastic StackEnd-to-End Security Analytics with the Elastic Stack
End-to-End Security Analytics with the Elastic Stack
 
O monitoramento da infraestrutura facilitado, da ingestão ao insight
O monitoramento da infraestrutura facilitado, da ingestão ao insightO monitoramento da infraestrutura facilitado, da ingestão ao insight
O monitoramento da infraestrutura facilitado, da ingestão ao insight
 
Machine Learning for Anomaly Detection, Time Series Modeling, and More
Machine Learning for Anomaly Detection, Time Series Modeling, and MoreMachine Learning for Anomaly Detection, Time Series Modeling, and More
Machine Learning for Anomaly Detection, Time Series Modeling, and More
 
Empower your security practitioners with the Elastic Stack
Empower your security practitioners with the Elastic StackEmpower your security practitioners with the Elastic Stack
Empower your security practitioners with the Elastic Stack
 
Construção de uma plataforma de observabilidade centralizada
Construção de uma plataforma de observabilidade centralizadaConstrução de uma plataforma de observabilidade centralizada
Construção de uma plataforma de observabilidade centralizada
 
Microsoft: Enterprise search for cloud native applications
Microsoft: Enterprise search for cloud native applicationsMicrosoft: Enterprise search for cloud native applications
Microsoft: Enterprise search for cloud native applications
 
Get full visibility and find hidden security issues
Get full visibility and find hidden security issuesGet full visibility and find hidden security issues
Get full visibility and find hidden security issues
 
How KeyBank Used Elastic to Build an Enterprise Monitoring Solution
How KeyBank Used Elastic to Build an Enterprise Monitoring SolutionHow KeyBank Used Elastic to Build an Enterprise Monitoring Solution
How KeyBank Used Elastic to Build an Enterprise Monitoring Solution
 
Security Events Logging at Bell with the Elastic Stack
Security Events Logging at Bell with the Elastic StackSecurity Events Logging at Bell with the Elastic Stack
Security Events Logging at Bell with the Elastic Stack
 
Log Monitoring and Anomaly Detection at Scale at ORNL
Log Monitoring and Anomaly Detection at Scale at ORNLLog Monitoring and Anomaly Detection at Scale at ORNL
Log Monitoring and Anomaly Detection at Scale at ORNL
 
Combinación de logs, métricas y rastreos para observabilidad unificada
Combinación de logs, métricas y rastreos para observabilidad unificadaCombinación de logs, métricas y rastreos para observabilidad unificada
Combinación de logs, métricas y rastreos para observabilidad unificada
 
Elastic APM : développez vos logs et vos indicateurs pour obtenir une vue com...
Elastic APM : développez vos logs et vos indicateurs pour obtenir une vue com...Elastic APM : développez vos logs et vos indicateurs pour obtenir une vue com...
Elastic APM : développez vos logs et vos indicateurs pour obtenir une vue com...
 

Similar to Les logs, traces et indicateurs au service d'une observabilité unifiée

Combining Logs, Metrics, and Traces for Unified Observability
Combining Logs, Metrics, and Traces for Unified ObservabilityCombining Logs, Metrics, and Traces for Unified Observability
Combining Logs, Metrics, and Traces for Unified ObservabilityElasticsearch
 
Combining Logs, Metrics, and Traces for Unified Observability
Combining Logs, Metrics, and Traces for Unified ObservabilityCombining Logs, Metrics, and Traces for Unified Observability
Combining Logs, Metrics, and Traces for Unified ObservabilityElasticsearch
 
Combinação de logs, métricas e rastreamentos para observabilidade unificada
Combinação de logs, métricas e rastreamentos para observabilidade unificadaCombinação de logs, métricas e rastreamentos para observabilidade unificada
Combinação de logs, métricas e rastreamentos para observabilidade unificadaElasticsearch
 
Combining logs, metrics, and traces for unified observability
Combining logs, metrics, and traces for unified observabilityCombining logs, metrics, and traces for unified observability
Combining logs, metrics, and traces for unified observabilityElasticsearch
 
Feature drift monitoring as a service for machine learning models at scale
Feature drift monitoring as a service for machine learning models at scaleFeature drift monitoring as a service for machine learning models at scale
Feature drift monitoring as a service for machine learning models at scaleNoriaki Tatsumi
 
Gimel and PayPal Notebooks @ TDWI Leadership Summit Orlando
Gimel and PayPal Notebooks @ TDWI Leadership Summit OrlandoGimel and PayPal Notebooks @ TDWI Leadership Summit Orlando
Gimel and PayPal Notebooks @ TDWI Leadership Summit OrlandoRomit Mehta
 
ELK Solutions Enablement Session - 17th March'2020
ELK Solutions Enablement Session - 17th March'2020ELK Solutions Enablement Session - 17th March'2020
ELK Solutions Enablement Session - 17th March'2020Ashnikbiz
 
Azure Monitoring Overview
Azure Monitoring OverviewAzure Monitoring Overview
Azure Monitoring Overviewgjuljo
 
(ENT211) Migrating the US Government to the Cloud | AWS re:Invent 2014
(ENT211) Migrating the US Government to the Cloud | AWS re:Invent 2014(ENT211) Migrating the US Government to the Cloud | AWS re:Invent 2014
(ENT211) Migrating the US Government to the Cloud | AWS re:Invent 2014Amazon Web Services
 
How to create custom dashboards in Elastic Search / Kibana with Performance V...
How to create custom dashboards in Elastic Search / Kibana with Performance V...How to create custom dashboards in Elastic Search / Kibana with Performance V...
How to create custom dashboards in Elastic Search / Kibana with Performance V...PerformanceVision (previously SecurActive)
 
Conferencia principal: Evolución y visión de Elastic Observability
Conferencia principal: Evolución y visión de Elastic ObservabilityConferencia principal: Evolución y visión de Elastic Observability
Conferencia principal: Evolución y visión de Elastic ObservabilityElasticsearch
 
Big Data Berlin v8.0 Stream Processing with Apache Apex
Big Data Berlin v8.0 Stream Processing with Apache Apex Big Data Berlin v8.0 Stream Processing with Apache Apex
Big Data Berlin v8.0 Stream Processing with Apache Apex Apache Apex
 
Thomas Weise, Apache Apex PMC Member and Architect/Co-Founder, DataTorrent - ...
Thomas Weise, Apache Apex PMC Member and Architect/Co-Founder, DataTorrent - ...Thomas Weise, Apache Apex PMC Member and Architect/Co-Founder, DataTorrent - ...
Thomas Weise, Apache Apex PMC Member and Architect/Co-Founder, DataTorrent - ...Dataconomy Media
 
Analyzing Data Streams in Real Time with Amazon Kinesis: PNNL's Serverless Da...
Analyzing Data Streams in Real Time with Amazon Kinesis: PNNL's Serverless Da...Analyzing Data Streams in Real Time with Amazon Kinesis: PNNL's Serverless Da...
Analyzing Data Streams in Real Time with Amazon Kinesis: PNNL's Serverless Da...Amazon Web Services
 
ADDO Open Source Observability Tools
ADDO Open Source Observability Tools ADDO Open Source Observability Tools
ADDO Open Source Observability Tools Mickey Boxell
 
Cloud Experience: Data-driven Applications Made Simple and Fast
Cloud Experience: Data-driven Applications Made Simple and FastCloud Experience: Data-driven Applications Made Simple and Fast
Cloud Experience: Data-driven Applications Made Simple and FastDatabricks
 
Peek into Neo4j Product Strategy and Roadmap
Peek into Neo4j Product Strategy and RoadmapPeek into Neo4j Product Strategy and Roadmap
Peek into Neo4j Product Strategy and RoadmapNeo4j
 
Keynote : évolution et vision d'Elastic Observability
Keynote : évolution et vision d'Elastic ObservabilityKeynote : évolution et vision d'Elastic Observability
Keynote : évolution et vision d'Elastic ObservabilityElasticsearch
 

Similar to Les logs, traces et indicateurs au service d'une observabilité unifiée (20)

Combining Logs, Metrics, and Traces for Unified Observability
Combining Logs, Metrics, and Traces for Unified ObservabilityCombining Logs, Metrics, and Traces for Unified Observability
Combining Logs, Metrics, and Traces for Unified Observability
 
Combining Logs, Metrics, and Traces for Unified Observability
Combining Logs, Metrics, and Traces for Unified ObservabilityCombining Logs, Metrics, and Traces for Unified Observability
Combining Logs, Metrics, and Traces for Unified Observability
 
Combinação de logs, métricas e rastreamentos para observabilidade unificada
Combinação de logs, métricas e rastreamentos para observabilidade unificadaCombinação de logs, métricas e rastreamentos para observabilidade unificada
Combinação de logs, métricas e rastreamentos para observabilidade unificada
 
Combining logs, metrics, and traces for unified observability
Combining logs, metrics, and traces for unified observabilityCombining logs, metrics, and traces for unified observability
Combining logs, metrics, and traces for unified observability
 
Feature drift monitoring as a service for machine learning models at scale
Feature drift monitoring as a service for machine learning models at scaleFeature drift monitoring as a service for machine learning models at scale
Feature drift monitoring as a service for machine learning models at scale
 
Gimel and PayPal Notebooks @ TDWI Leadership Summit Orlando
Gimel and PayPal Notebooks @ TDWI Leadership Summit OrlandoGimel and PayPal Notebooks @ TDWI Leadership Summit Orlando
Gimel and PayPal Notebooks @ TDWI Leadership Summit Orlando
 
ELK Solutions Enablement Session - 17th March'2020
ELK Solutions Enablement Session - 17th March'2020ELK Solutions Enablement Session - 17th March'2020
ELK Solutions Enablement Session - 17th March'2020
 
Azure Monitoring Overview
Azure Monitoring OverviewAzure Monitoring Overview
Azure Monitoring Overview
 
Analytics&IoT
Analytics&IoTAnalytics&IoT
Analytics&IoT
 
(ENT211) Migrating the US Government to the Cloud | AWS re:Invent 2014
(ENT211) Migrating the US Government to the Cloud | AWS re:Invent 2014(ENT211) Migrating the US Government to the Cloud | AWS re:Invent 2014
(ENT211) Migrating the US Government to the Cloud | AWS re:Invent 2014
 
How to create custom dashboards in Elastic Search / Kibana with Performance V...
How to create custom dashboards in Elastic Search / Kibana with Performance V...How to create custom dashboards in Elastic Search / Kibana with Performance V...
How to create custom dashboards in Elastic Search / Kibana with Performance V...
 
Conferencia principal: Evolución y visión de Elastic Observability
Conferencia principal: Evolución y visión de Elastic ObservabilityConferencia principal: Evolución y visión de Elastic Observability
Conferencia principal: Evolución y visión de Elastic Observability
 
Big Data Berlin v8.0 Stream Processing with Apache Apex
Big Data Berlin v8.0 Stream Processing with Apache Apex Big Data Berlin v8.0 Stream Processing with Apache Apex
Big Data Berlin v8.0 Stream Processing with Apache Apex
 
Thomas Weise, Apache Apex PMC Member and Architect/Co-Founder, DataTorrent - ...
Thomas Weise, Apache Apex PMC Member and Architect/Co-Founder, DataTorrent - ...Thomas Weise, Apache Apex PMC Member and Architect/Co-Founder, DataTorrent - ...
Thomas Weise, Apache Apex PMC Member and Architect/Co-Founder, DataTorrent - ...
 
Analyzing Data Streams in Real Time with Amazon Kinesis: PNNL's Serverless Da...
Analyzing Data Streams in Real Time with Amazon Kinesis: PNNL's Serverless Da...Analyzing Data Streams in Real Time with Amazon Kinesis: PNNL's Serverless Da...
Analyzing Data Streams in Real Time with Amazon Kinesis: PNNL's Serverless Da...
 
ADDO Open Source Observability Tools
ADDO Open Source Observability Tools ADDO Open Source Observability Tools
ADDO Open Source Observability Tools
 
Cloud Experience: Data-driven Applications Made Simple and Fast
Cloud Experience: Data-driven Applications Made Simple and FastCloud Experience: Data-driven Applications Made Simple and Fast
Cloud Experience: Data-driven Applications Made Simple and Fast
 
Serverless_with_MongoDB
Serverless_with_MongoDBServerless_with_MongoDB
Serverless_with_MongoDB
 
Peek into Neo4j Product Strategy and Roadmap
Peek into Neo4j Product Strategy and RoadmapPeek into Neo4j Product Strategy and Roadmap
Peek into Neo4j Product Strategy and Roadmap
 
Keynote : évolution et vision d'Elastic Observability
Keynote : évolution et vision d'Elastic ObservabilityKeynote : évolution et vision d'Elastic Observability
Keynote : évolution et vision d'Elastic Observability
 

More from Elasticsearch

An introduction to Elasticsearch's advanced relevance ranking toolbox
An introduction to Elasticsearch's advanced relevance ranking toolboxAn introduction to Elasticsearch's advanced relevance ranking toolbox
An introduction to Elasticsearch's advanced relevance ranking toolboxElasticsearch
 
From MSP to MSSP using Elastic
From MSP to MSSP using ElasticFrom MSP to MSSP using Elastic
From MSP to MSSP using ElasticElasticsearch
 
Cómo crear excelentes experiencias de búsqueda en sitios web
Cómo crear excelentes experiencias de búsqueda en sitios webCómo crear excelentes experiencias de búsqueda en sitios web
Cómo crear excelentes experiencias de búsqueda en sitios webElasticsearch
 
Te damos la bienvenida a una nueva forma de realizar búsquedas
Te damos la bienvenida a una nueva forma de realizar búsquedas Te damos la bienvenida a una nueva forma de realizar búsquedas
Te damos la bienvenida a una nueva forma de realizar búsquedas Elasticsearch
 
Tirez pleinement parti d'Elastic grâce à Elastic Cloud
Tirez pleinement parti d'Elastic grâce à Elastic CloudTirez pleinement parti d'Elastic grâce à Elastic Cloud
Tirez pleinement parti d'Elastic grâce à Elastic CloudElasticsearch
 
Comment transformer vos données en informations exploitables
Comment transformer vos données en informations exploitablesComment transformer vos données en informations exploitables
Comment transformer vos données en informations exploitablesElasticsearch
 
Plongez au cœur de la recherche dans tous ses états.
Plongez au cœur de la recherche dans tous ses états.Plongez au cœur de la recherche dans tous ses états.
Plongez au cœur de la recherche dans tous ses états.Elasticsearch
 
Modernising One Legal Se@rch with Elastic Enterprise Search [Customer Story]
Modernising One Legal Se@rch with Elastic Enterprise Search [Customer Story]Modernising One Legal Se@rch with Elastic Enterprise Search [Customer Story]
Modernising One Legal Se@rch with Elastic Enterprise Search [Customer Story]Elasticsearch
 
An introduction to Elasticsearch's advanced relevance ranking toolbox
An introduction to Elasticsearch's advanced relevance ranking toolboxAn introduction to Elasticsearch's advanced relevance ranking toolbox
An introduction to Elasticsearch's advanced relevance ranking toolboxElasticsearch
 
Welcome to a new state of find
Welcome to a new state of findWelcome to a new state of find
Welcome to a new state of findElasticsearch
 
Building great website search experiences
Building great website search experiencesBuilding great website search experiences
Building great website search experiencesElasticsearch
 
Keynote: Harnessing the power of Elasticsearch for simplified search
Keynote: Harnessing the power of Elasticsearch for simplified searchKeynote: Harnessing the power of Elasticsearch for simplified search
Keynote: Harnessing the power of Elasticsearch for simplified searchElasticsearch
 
Cómo transformar los datos en análisis con los que tomar decisiones
Cómo transformar los datos en análisis con los que tomar decisionesCómo transformar los datos en análisis con los que tomar decisiones
Cómo transformar los datos en análisis con los que tomar decisionesElasticsearch
 
Explore relève les défis Big Data avec Elastic Cloud
Explore relève les défis Big Data avec Elastic Cloud Explore relève les défis Big Data avec Elastic Cloud
Explore relève les défis Big Data avec Elastic Cloud Elasticsearch
 
Comment transformer vos données en informations exploitables
Comment transformer vos données en informations exploitablesComment transformer vos données en informations exploitables
Comment transformer vos données en informations exploitablesElasticsearch
 
Transforming data into actionable insights
Transforming data into actionable insightsTransforming data into actionable insights
Transforming data into actionable insightsElasticsearch
 
Opening Keynote: Why Elastic?
Opening Keynote: Why Elastic?Opening Keynote: Why Elastic?
Opening Keynote: Why Elastic?Elasticsearch
 
Empowering agencies using Elastic as a Service inside Government
Empowering agencies using Elastic as a Service inside GovernmentEmpowering agencies using Elastic as a Service inside Government
Empowering agencies using Elastic as a Service inside GovernmentElasticsearch
 
The opportunities and challenges of data for public good
The opportunities and challenges of data for public goodThe opportunities and challenges of data for public good
The opportunities and challenges of data for public goodElasticsearch
 
Enterprise search and unstructured data with CGI and Elastic
Enterprise search and unstructured data with CGI and ElasticEnterprise search and unstructured data with CGI and Elastic
Enterprise search and unstructured data with CGI and ElasticElasticsearch
 

More from Elasticsearch (20)

An introduction to Elasticsearch's advanced relevance ranking toolbox
An introduction to Elasticsearch's advanced relevance ranking toolboxAn introduction to Elasticsearch's advanced relevance ranking toolbox
An introduction to Elasticsearch's advanced relevance ranking toolbox
 
From MSP to MSSP using Elastic
From MSP to MSSP using ElasticFrom MSP to MSSP using Elastic
From MSP to MSSP using Elastic
 
Cómo crear excelentes experiencias de búsqueda en sitios web
Cómo crear excelentes experiencias de búsqueda en sitios webCómo crear excelentes experiencias de búsqueda en sitios web
Cómo crear excelentes experiencias de búsqueda en sitios web
 
Te damos la bienvenida a una nueva forma de realizar búsquedas
Te damos la bienvenida a una nueva forma de realizar búsquedas Te damos la bienvenida a una nueva forma de realizar búsquedas
Te damos la bienvenida a una nueva forma de realizar búsquedas
 
Tirez pleinement parti d'Elastic grâce à Elastic Cloud
Tirez pleinement parti d'Elastic grâce à Elastic CloudTirez pleinement parti d'Elastic grâce à Elastic Cloud
Tirez pleinement parti d'Elastic grâce à Elastic Cloud
 
Comment transformer vos données en informations exploitables
Comment transformer vos données en informations exploitablesComment transformer vos données en informations exploitables
Comment transformer vos données en informations exploitables
 
Plongez au cœur de la recherche dans tous ses états.
Plongez au cœur de la recherche dans tous ses états.Plongez au cœur de la recherche dans tous ses états.
Plongez au cœur de la recherche dans tous ses états.
 
Modernising One Legal Se@rch with Elastic Enterprise Search [Customer Story]
Modernising One Legal Se@rch with Elastic Enterprise Search [Customer Story]Modernising One Legal Se@rch with Elastic Enterprise Search [Customer Story]
Modernising One Legal Se@rch with Elastic Enterprise Search [Customer Story]
 
An introduction to Elasticsearch's advanced relevance ranking toolbox
An introduction to Elasticsearch's advanced relevance ranking toolboxAn introduction to Elasticsearch's advanced relevance ranking toolbox
An introduction to Elasticsearch's advanced relevance ranking toolbox
 
Welcome to a new state of find
Welcome to a new state of findWelcome to a new state of find
Welcome to a new state of find
 
Building great website search experiences
Building great website search experiencesBuilding great website search experiences
Building great website search experiences
 
Keynote: Harnessing the power of Elasticsearch for simplified search
Keynote: Harnessing the power of Elasticsearch for simplified searchKeynote: Harnessing the power of Elasticsearch for simplified search
Keynote: Harnessing the power of Elasticsearch for simplified search
 
Cómo transformar los datos en análisis con los que tomar decisiones
Cómo transformar los datos en análisis con los que tomar decisionesCómo transformar los datos en análisis con los que tomar decisiones
Cómo transformar los datos en análisis con los que tomar decisiones
 
Explore relève les défis Big Data avec Elastic Cloud
Explore relève les défis Big Data avec Elastic Cloud Explore relève les défis Big Data avec Elastic Cloud
Explore relève les défis Big Data avec Elastic Cloud
 
Comment transformer vos données en informations exploitables
Comment transformer vos données en informations exploitablesComment transformer vos données en informations exploitables
Comment transformer vos données en informations exploitables
 
Transforming data into actionable insights
Transforming data into actionable insightsTransforming data into actionable insights
Transforming data into actionable insights
 
Opening Keynote: Why Elastic?
Opening Keynote: Why Elastic?Opening Keynote: Why Elastic?
Opening Keynote: Why Elastic?
 
Empowering agencies using Elastic as a Service inside Government
Empowering agencies using Elastic as a Service inside GovernmentEmpowering agencies using Elastic as a Service inside Government
Empowering agencies using Elastic as a Service inside Government
 
The opportunities and challenges of data for public good
The opportunities and challenges of data for public goodThe opportunities and challenges of data for public good
The opportunities and challenges of data for public good
 
Enterprise search and unstructured data with CGI and Elastic
Enterprise search and unstructured data with CGI and ElasticEnterprise search and unstructured data with CGI and Elastic
Enterprise search and unstructured data with CGI and Elastic
 

Recently uploaded

Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure servicePooja Nehwal
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesSinan KOZAK
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAndikSusilo4
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Allon Mureinik
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksSoftradix Technologies
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticscarlostorres15106
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Paola De la Torre
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhisoniya singh
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitecturePixlogix Infotech
 
How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?XfilesPro
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationSafe Software
 

Recently uploaded (20)

Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen Frames
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & Application
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other Frameworks
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC Architecture
 
How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
 

Les logs, traces et indicateurs au service d'une observabilité unifiée

  • 1. Cyrille Le Clerc Director of Product Management, Observability June 2020 Combining Logs, Metrics, and Traces for Unified Observability
  • 2.
  • 3. Higher resource utilization increases monitoring complexity • Orchestration/Hypervisor • Dynamic/ephemeral jobs • You can no longer "point" to where that job lives Shift to cloud-native yields maintainable code, with costs • Traditional licensing models don't scale as well as your applications • Hurdles with autoscaling Monitoring Complexity Hardware & software trends are evolving in tandem Evolving Architectures ~↑ Monitoring Complexity
  • 4.
  • 5. Development Team Ops: Log Monitoring Uptime Response Time Uptime Tool Ops: Infra Monitoring Web Logs App Logs Database Logs Container Logs Log Tool Ops: Service Monitoring Real User Monitoring Txn Perf Monitoring Distributed Tracing APM Tool Container Metrics Host Metrics Database Metics Network Metrics Storage Metrics Metrics Tool Status Quo: Siloed Collection of Tools
  • 6. APM Data Uptime DataMetrics DataLog Data Elastic Approach to Observability Uptime Response Time Correctness Certificate Validation Web Logs App Logs Database Logs Container Logs Real User Monitoring Txn Perf Monitoring Distributed Tracing Dependency Mapping Host/Container Metrics Database Metics Network Metrics Storage Metrics Dev & Ops Teams Elastic Common Schema
  • 7. Unified User Interface Same UI for KPI dashboards and root-cause analysis
  • 8. • Ship data from anywhere -- and correlate across your data sources • The data is yours -- no API rate limiting, no data black boxes • Cloud native scale -- no constraints on dimensions and cardinalities Unified Data Layer with Common Schema Open data keeps your data out of silos
  • 9. Correlate multiple data sources for more intelligent anomaly detection Unified Machine Learning and Alerting
  • 10. Pricing aligned with business value Unified Licensing Model PER AGENT $$$$ PER HOST $$$$ PER INGEST $$$$ PER MONITOR $$$$ PER ADD-ON $$$$ • Intuitive Single, unified pricing model. No add-ons. • Cloud native No problem using with container workloads and serverless. • Future proof You pay for capacity and are not locked into a specific use case.
  • 12. Adopt an Open Approach to Centralized Logging Turnkey data ingestion, intuitive search UI
  • 13. Make Logs Actionable with Machine Learning
  • 14. Meet Audit Requirements with Log Lifecycle Management You’re in control of how your data is tiered Hot. Warm. Cold. Frozen. Index Lifecycle Management Policy based data management that optimize your cluster behind the scene Cold storage with online search Specialized indices for efficient long-term storage Log archival and rehydratation Robust snapshot management via API and UI
  • 15. Elastic Stack for metrics
  • 16. Evolution of Elastic Stack to a Metrics Store BKD trees Data structures optimized for numerical time series analysis. Columnar storage Structured data storage, resulting in compact storage and faster analytics Rollups Aggregate older data into bigger time buckets Aggregations framework Analytics features to slice and dice data along various dimensions 2012 2016 2014 2018 2019 2020 Prometheus support Support for ingesting data from Prometheus exporters and server Improved support for histograms Dedicated histogram data type in Elasticsearch
  • 17. Turnkey Data Onboarding 100s of data sources at your fingertips Now 100+ integrations and growing! Recently added AWS LAmbda AWS Virtual Private Cloud Amazon Aurora DB Azure Database Metrics Azure Container Metrics Google Cloud Platform Pub/Sub Istio ...
  • 18. Turn Metrics into Intelligence Flexible time-series analytics and data visualization
  • 19. Elastic as an Infrastructure Metrics Solution
  • 21. 21 Elastic APM Elastic joins forces with Opbeat A next-generation APM solution designed for developers 2017 2018 Distributed tracing Distributed tracing with W3C Trace Context standard 2020 2019 Elastic APM GA Native Elastic integration, Agents for Python, Node.js, Ruby, Javascript; Real User Monitoring ● Java ● Go ● .NET ● Node.js ● Javascript ● RUM Language Support ● Python ● Ruby ● Go ● PHP (in dev) • Turnkey agents • Auto-instrument for common frameworks • OpenTracing & OpenTelemetry to avoid lock-in
  • 22. 22 Evolution of Elastic Stack to Open Source APM Elastic joins forces with Opbeat A next-generation APM solution designed for developers 2017 2018 Distributed tracing Distributed tracing with W3C Trace Context standard 2020 2019 Service Maps, annotations Full featured UI to navigate APM data Elastic APM GA Native Elastic integration, Agents for Python, Node.js, Ruby, Javascript; Real User Monitoring
  • 24. Reduce MTTR with a Unified UI Navigate traces, metrics, and logs in one UI for faster issue resolution
  • 27.
  • 29. Demo Demo app: Google’s microservices demo “Online Boutique”
  • 32. Observe Anomaly Detection with Machine Learning
  • 36. Investigate Single Pane of Glass Events on the system
  • 37. Investigate Single Pane of Glass Contextual Links ● Trace logs ● Host logs & Metrics ● Custom links ○ Other monitoring tools ○ Support / dev tools
  • 45. Demo Key Takeaways • Unified Observability ○ Single tool ○ Investigate deep in any dimension ○ All data types: logs, metrics, APM, and synthetics ○ All layers: application and infrastructure ○ High cardinalities for powerful search
  • 47. What now? Try it yourself!
  • 48. While you observe, why not protect? Elastic SIEM & Endpoint