SlideShare une entreprise Scribd logo
1  sur  28
Télécharger pour lire hors ligne
chronosphere.io
chronosphere.io
Cloud Native O11y (at scale)
Nuts & Bolts of OpenTelemetry
Getting
Your Feet Wet
chronosphere.io
Cloud Native Observability at Scale
chronosphere.io
Cloud Native
chronosphere.io
Data complexity
Experiment:
- Hello World app on 4 node
Kubernetes cluster with Tracing,
End User Metrics (EUM), Logs,
Metrics (containers / nodes)
- 30 days == +450 GB
chronosphere.io
chronosphere.io
Cloud Native at Scale
chronosphere.io
Simple O11y
chronosphere.io
O11y at Scale (over time…)
chronosphere.io
“It’s remarkable how common this
situation is, where an organization
is paying more for their
observability data, than they do
for their production
infrastructure.”
chronosphere.io
O11y at Scale (need)
chronosphere.io
Telemetry is automatically collecting, transmitting
and measuring data from remote sources. It
transmits data back to a central location and
analyzes to monitor and control remote systems.
chronosphere.io
Nuts & Bolts of
OpenTelemetry
chronosphere.io
https://opentelemetry.io
chronosphere.io
OpenTelemetry is not an
observability back-end.
chronosphere.io
Traces give us the big picture and understanding
the full path a request takes in your application.
Spans represents a unit of work or operation and
are building blocks of traces.
chronosphere.io
chronosphere.io
Applications (Java)
OTel Auto Instrumentation (libraries)
OTel API
OTel SDK
OTel Collector
OTLP
OTLP
OTLP
(Auto) instrumentation
chronosphere.io
Host
Observability Backend
(Prometheus, Jaeger, Fluent Bit, etc.),
Applications
OTel Auto Instrumentation
OTel API
OTel SDK
OTel Collector Agent
OTLP
OTLP
OTLP
OTLP
OTLP
Collector (agent)
chronosphere.io
Host
Host
Host
Observability Backend
(Prometheus, Jaeger, Fluent Bit, etc.),
Applications
OTel Auto Instrumentation
OTel API
OTel SDK
OTel Collector Agent
OTLP
OTLP
OTLP
OTLP
Collector (gateway)
OTel Collector Gateway
chronosphere.io
Observability Backend
(Prometheus, Jaeger, Fluent Bit, etc.),
OTel Collector
OTLP
Telemetry
(Spans)
Collector (internals)
Receiver Processor Exporter
chronosphere.io
Spans and Traces
chronosphere.io
Kubernetes Operator
chronosphere.io
Getting Your Feet Wet
chronosphere.io
CNCF - cloud-native.slack.com
chronosphere.io
Special Interest Groups
chronosphere.io
CNCF - End User Community
Questions?
Eric D. Schabell
Director Evangelism
@ericschabell{@fosstodon.org}

Contenu connexe

Similaire à Observability For You and Me with openTelemetry

3 Pitfalls Everyone Should Avoid with Cloud Data
3 Pitfalls Everyone Should Avoid with Cloud Data3 Pitfalls Everyone Should Avoid with Cloud Data
3 Pitfalls Everyone Should Avoid with Cloud DataEric D. Schabell
 
Semantically-Enabling the Web of Things: The W3C Semantic Sensor Network Onto...
Semantically-Enabling the Web of Things: The W3C Semantic Sensor Network Onto...Semantically-Enabling the Web of Things: The W3C Semantic Sensor Network Onto...
Semantically-Enabling the Web of Things: The W3C Semantic Sensor Network Onto...Laurent Lefort
 
Virtual Science in the Cloud
Virtual Science in the CloudVirtual Science in the Cloud
Virtual Science in the Cloudthetfoot
 
Observability: Beyond the Three Pillars with Spring
Observability: Beyond the Three Pillars with SpringObservability: Beyond the Three Pillars with Spring
Observability: Beyond the Three Pillars with SpringVMware Tanzu
 
Real-time Inverted Search in the Cloud Using Lucene and Storm
Real-time Inverted Search in the Cloud Using Lucene and StormReal-time Inverted Search in the Cloud Using Lucene and Storm
Real-time Inverted Search in the Cloud Using Lucene and Stormlucenerevolution
 
Data Automation at Light Sources
Data Automation at Light SourcesData Automation at Light Sources
Data Automation at Light SourcesIan Foster
 
CNCF Meetup Part 1_ Thanos and Prometheus KT.pdf
CNCF Meetup Part 1_ Thanos and Prometheus KT.pdfCNCF Meetup Part 1_ Thanos and Prometheus KT.pdf
CNCF Meetup Part 1_ Thanos and Prometheus KT.pdfSebastien Thomas
 
Take an Analytics-driven Approach to Container Performance with Splunk for Co...
Take an Analytics-driven Approach to Container Performance with Splunk for Co...Take an Analytics-driven Approach to Container Performance with Splunk for Co...
Take an Analytics-driven Approach to Container Performance with Splunk for Co...Docker, Inc.
 
Burst data retrieval after 50k GPU Cloud run
Burst data retrieval after 50k GPU Cloud runBurst data retrieval after 50k GPU Cloud run
Burst data retrieval after 50k GPU Cloud runIgor Sfiligoi
 
OpenShift Commons Paris - Choose Your Own Observability Adventure
OpenShift Commons Paris - Choose Your Own Observability AdventureOpenShift Commons Paris - Choose Your Own Observability Adventure
OpenShift Commons Paris - Choose Your Own Observability AdventureEric D. Schabell
 
Trajectory 2022 - Shifting Cloud Native Observability to the Left
Trajectory 2022 - Shifting Cloud Native Observability to the LeftTrajectory 2022 - Shifting Cloud Native Observability to the Left
Trajectory 2022 - Shifting Cloud Native Observability to the LeftEric D. Schabell
 
Benchmarking Solr Performance
Benchmarking Solr PerformanceBenchmarking Solr Performance
Benchmarking Solr PerformanceLucidworks
 
2014.09.04 federated ground segments - toulouse
2014.09.04   federated ground segments - toulouse2014.09.04   federated ground segments - toulouse
2014.09.04 federated ground segments - toulouseGasperi Jerome
 
3 Pitfalls Everyone Should Avoid with Cloud Data
3 Pitfalls Everyone Should Avoid with Cloud Data3 Pitfalls Everyone Should Avoid with Cloud Data
3 Pitfalls Everyone Should Avoid with Cloud DataEric D. Schabell
 
Big Process for Big Data @ NASA
Big Process for Big Data @ NASABig Process for Big Data @ NASA
Big Process for Big Data @ NASAIan Foster
 
Real-Time Inverted Search NYC ASLUG Oct 2014
Real-Time Inverted Search NYC ASLUG Oct 2014Real-Time Inverted Search NYC ASLUG Oct 2014
Real-Time Inverted Search NYC ASLUG Oct 2014Bryan Bende
 
Science cloud foster june 2013
Science cloud foster june 2013Science cloud foster june 2013
Science cloud foster june 2013Kirill Osipov
 
Dense Retrieval with Apache Solr Neural Search.pdf
Dense Retrieval with Apache Solr Neural Search.pdfDense Retrieval with Apache Solr Neural Search.pdf
Dense Retrieval with Apache Solr Neural Search.pdfSease
 
Triton: A peer-assisted cloud storage systems
Triton: A peer-assisted cloud storage systems Triton: A peer-assisted cloud storage systems
Triton: A peer-assisted cloud storage systems Antonio Davoli
 

Similaire à Observability For You and Me with openTelemetry (20)

3 Pitfalls Everyone Should Avoid with Cloud Data
3 Pitfalls Everyone Should Avoid with Cloud Data3 Pitfalls Everyone Should Avoid with Cloud Data
3 Pitfalls Everyone Should Avoid with Cloud Data
 
Semantically-Enabling the Web of Things: The W3C Semantic Sensor Network Onto...
Semantically-Enabling the Web of Things: The W3C Semantic Sensor Network Onto...Semantically-Enabling the Web of Things: The W3C Semantic Sensor Network Onto...
Semantically-Enabling the Web of Things: The W3C Semantic Sensor Network Onto...
 
Virtual Science in the Cloud
Virtual Science in the CloudVirtual Science in the Cloud
Virtual Science in the Cloud
 
Observability: Beyond the Three Pillars with Spring
Observability: Beyond the Three Pillars with SpringObservability: Beyond the Three Pillars with Spring
Observability: Beyond the Three Pillars with Spring
 
Real-time Inverted Search in the Cloud Using Lucene and Storm
Real-time Inverted Search in the Cloud Using Lucene and StormReal-time Inverted Search in the Cloud Using Lucene and Storm
Real-time Inverted Search in the Cloud Using Lucene and Storm
 
Data Automation at Light Sources
Data Automation at Light SourcesData Automation at Light Sources
Data Automation at Light Sources
 
CNCF Meetup Part 1_ Thanos and Prometheus KT.pdf
CNCF Meetup Part 1_ Thanos and Prometheus KT.pdfCNCF Meetup Part 1_ Thanos and Prometheus KT.pdf
CNCF Meetup Part 1_ Thanos and Prometheus KT.pdf
 
Take an Analytics-driven Approach to Container Performance with Splunk for Co...
Take an Analytics-driven Approach to Container Performance with Splunk for Co...Take an Analytics-driven Approach to Container Performance with Splunk for Co...
Take an Analytics-driven Approach to Container Performance with Splunk for Co...
 
Burst data retrieval after 50k GPU Cloud run
Burst data retrieval after 50k GPU Cloud runBurst data retrieval after 50k GPU Cloud run
Burst data retrieval after 50k GPU Cloud run
 
OpenShift Commons Paris - Choose Your Own Observability Adventure
OpenShift Commons Paris - Choose Your Own Observability AdventureOpenShift Commons Paris - Choose Your Own Observability Adventure
OpenShift Commons Paris - Choose Your Own Observability Adventure
 
Trajectory 2022 - Shifting Cloud Native Observability to the Left
Trajectory 2022 - Shifting Cloud Native Observability to the LeftTrajectory 2022 - Shifting Cloud Native Observability to the Left
Trajectory 2022 - Shifting Cloud Native Observability to the Left
 
Benchmarking Solr Performance
Benchmarking Solr PerformanceBenchmarking Solr Performance
Benchmarking Solr Performance
 
2014.09.04 federated ground segments - toulouse
2014.09.04   federated ground segments - toulouse2014.09.04   federated ground segments - toulouse
2014.09.04 federated ground segments - toulouse
 
3 Pitfalls Everyone Should Avoid with Cloud Data
3 Pitfalls Everyone Should Avoid with Cloud Data3 Pitfalls Everyone Should Avoid with Cloud Data
3 Pitfalls Everyone Should Avoid with Cloud Data
 
Storm Anatomy
Storm AnatomyStorm Anatomy
Storm Anatomy
 
Big Process for Big Data @ NASA
Big Process for Big Data @ NASABig Process for Big Data @ NASA
Big Process for Big Data @ NASA
 
Real-Time Inverted Search NYC ASLUG Oct 2014
Real-Time Inverted Search NYC ASLUG Oct 2014Real-Time Inverted Search NYC ASLUG Oct 2014
Real-Time Inverted Search NYC ASLUG Oct 2014
 
Science cloud foster june 2013
Science cloud foster june 2013Science cloud foster june 2013
Science cloud foster june 2013
 
Dense Retrieval with Apache Solr Neural Search.pdf
Dense Retrieval with Apache Solr Neural Search.pdfDense Retrieval with Apache Solr Neural Search.pdf
Dense Retrieval with Apache Solr Neural Search.pdf
 
Triton: A peer-assisted cloud storage systems
Triton: A peer-assisted cloud storage systems Triton: A peer-assisted cloud storage systems
Triton: A peer-assisted cloud storage systems
 

Plus de All Things Open

Building Reliability - The Realities of Observability
Building Reliability - The Realities of ObservabilityBuilding Reliability - The Realities of Observability
Building Reliability - The Realities of ObservabilityAll Things Open
 
Modern Database Best Practices
Modern Database Best PracticesModern Database Best Practices
Modern Database Best PracticesAll Things Open
 
Open Source and Public Policy
Open Source and Public PolicyOpen Source and Public Policy
Open Source and Public PolicyAll Things Open
 
Weaving Microservices into a Unified GraphQL Schema with graph-quilt - Ashpak...
Weaving Microservices into a Unified GraphQL Schema with graph-quilt - Ashpak...Weaving Microservices into a Unified GraphQL Schema with graph-quilt - Ashpak...
Weaving Microservices into a Unified GraphQL Schema with graph-quilt - Ashpak...All Things Open
 
The State of Passwordless Auth on the Web - Phil Nash
The State of Passwordless Auth on the Web - Phil NashThe State of Passwordless Auth on the Web - Phil Nash
The State of Passwordless Auth on the Web - Phil NashAll Things Open
 
Total ReDoS: The dangers of regex in JavaScript
Total ReDoS: The dangers of regex in JavaScriptTotal ReDoS: The dangers of regex in JavaScript
Total ReDoS: The dangers of regex in JavaScriptAll Things Open
 
What Does Real World Mass Adoption of Decentralized Tech Look Like?
What Does Real World Mass Adoption of Decentralized Tech Look Like?What Does Real World Mass Adoption of Decentralized Tech Look Like?
What Does Real World Mass Adoption of Decentralized Tech Look Like?All Things Open
 
How to Write & Deploy a Smart Contract
How to Write & Deploy a Smart ContractHow to Write & Deploy a Smart Contract
How to Write & Deploy a Smart ContractAll Things Open
 
Spinning Your Drones with Cadence Workflows, Apache Kafka and TensorFlow
 Spinning Your Drones with Cadence Workflows, Apache Kafka and TensorFlow Spinning Your Drones with Cadence Workflows, Apache Kafka and TensorFlow
Spinning Your Drones with Cadence Workflows, Apache Kafka and TensorFlowAll Things Open
 
DEI Challenges and Success
DEI Challenges and SuccessDEI Challenges and Success
DEI Challenges and SuccessAll Things Open
 
Scaling Web Applications with Background
Scaling Web Applications with BackgroundScaling Web Applications with Background
Scaling Web Applications with BackgroundAll Things Open
 
Supercharging tutorials with WebAssembly
Supercharging tutorials with WebAssemblySupercharging tutorials with WebAssembly
Supercharging tutorials with WebAssemblyAll Things Open
 
Using SQL to Find Needles in Haystacks
Using SQL to Find Needles in HaystacksUsing SQL to Find Needles in Haystacks
Using SQL to Find Needles in HaystacksAll Things Open
 
Configuration Security as a Game of Pursuit Intercept
Configuration Security as a Game of Pursuit InterceptConfiguration Security as a Game of Pursuit Intercept
Configuration Security as a Game of Pursuit InterceptAll Things Open
 
Scaling an Open Source Sponsorship Program
Scaling an Open Source Sponsorship ProgramScaling an Open Source Sponsorship Program
Scaling an Open Source Sponsorship ProgramAll Things Open
 
Build Developer Experience Teams for Open Source
Build Developer Experience Teams for Open SourceBuild Developer Experience Teams for Open Source
Build Developer Experience Teams for Open SourceAll Things Open
 
Deploying Models at Scale with Apache Beam
Deploying Models at Scale with Apache BeamDeploying Models at Scale with Apache Beam
Deploying Models at Scale with Apache BeamAll Things Open
 
Sudo – Giving access while staying in control
Sudo – Giving access while staying in controlSudo – Giving access while staying in control
Sudo – Giving access while staying in controlAll Things Open
 
Fortifying the Future: Tackling Security Challenges in AI/ML Applications
Fortifying the Future: Tackling Security Challenges in AI/ML ApplicationsFortifying the Future: Tackling Security Challenges in AI/ML Applications
Fortifying the Future: Tackling Security Challenges in AI/ML ApplicationsAll Things Open
 
Securing Cloud Resources Deployed with Control Planes on Kubernetes using Gov...
Securing Cloud Resources Deployed with Control Planes on Kubernetes using Gov...Securing Cloud Resources Deployed with Control Planes on Kubernetes using Gov...
Securing Cloud Resources Deployed with Control Planes on Kubernetes using Gov...All Things Open
 

Plus de All Things Open (20)

Building Reliability - The Realities of Observability
Building Reliability - The Realities of ObservabilityBuilding Reliability - The Realities of Observability
Building Reliability - The Realities of Observability
 
Modern Database Best Practices
Modern Database Best PracticesModern Database Best Practices
Modern Database Best Practices
 
Open Source and Public Policy
Open Source and Public PolicyOpen Source and Public Policy
Open Source and Public Policy
 
Weaving Microservices into a Unified GraphQL Schema with graph-quilt - Ashpak...
Weaving Microservices into a Unified GraphQL Schema with graph-quilt - Ashpak...Weaving Microservices into a Unified GraphQL Schema with graph-quilt - Ashpak...
Weaving Microservices into a Unified GraphQL Schema with graph-quilt - Ashpak...
 
The State of Passwordless Auth on the Web - Phil Nash
The State of Passwordless Auth on the Web - Phil NashThe State of Passwordless Auth on the Web - Phil Nash
The State of Passwordless Auth on the Web - Phil Nash
 
Total ReDoS: The dangers of regex in JavaScript
Total ReDoS: The dangers of regex in JavaScriptTotal ReDoS: The dangers of regex in JavaScript
Total ReDoS: The dangers of regex in JavaScript
 
What Does Real World Mass Adoption of Decentralized Tech Look Like?
What Does Real World Mass Adoption of Decentralized Tech Look Like?What Does Real World Mass Adoption of Decentralized Tech Look Like?
What Does Real World Mass Adoption of Decentralized Tech Look Like?
 
How to Write & Deploy a Smart Contract
How to Write & Deploy a Smart ContractHow to Write & Deploy a Smart Contract
How to Write & Deploy a Smart Contract
 
Spinning Your Drones with Cadence Workflows, Apache Kafka and TensorFlow
 Spinning Your Drones with Cadence Workflows, Apache Kafka and TensorFlow Spinning Your Drones with Cadence Workflows, Apache Kafka and TensorFlow
Spinning Your Drones with Cadence Workflows, Apache Kafka and TensorFlow
 
DEI Challenges and Success
DEI Challenges and SuccessDEI Challenges and Success
DEI Challenges and Success
 
Scaling Web Applications with Background
Scaling Web Applications with BackgroundScaling Web Applications with Background
Scaling Web Applications with Background
 
Supercharging tutorials with WebAssembly
Supercharging tutorials with WebAssemblySupercharging tutorials with WebAssembly
Supercharging tutorials with WebAssembly
 
Using SQL to Find Needles in Haystacks
Using SQL to Find Needles in HaystacksUsing SQL to Find Needles in Haystacks
Using SQL to Find Needles in Haystacks
 
Configuration Security as a Game of Pursuit Intercept
Configuration Security as a Game of Pursuit InterceptConfiguration Security as a Game of Pursuit Intercept
Configuration Security as a Game of Pursuit Intercept
 
Scaling an Open Source Sponsorship Program
Scaling an Open Source Sponsorship ProgramScaling an Open Source Sponsorship Program
Scaling an Open Source Sponsorship Program
 
Build Developer Experience Teams for Open Source
Build Developer Experience Teams for Open SourceBuild Developer Experience Teams for Open Source
Build Developer Experience Teams for Open Source
 
Deploying Models at Scale with Apache Beam
Deploying Models at Scale with Apache BeamDeploying Models at Scale with Apache Beam
Deploying Models at Scale with Apache Beam
 
Sudo – Giving access while staying in control
Sudo – Giving access while staying in controlSudo – Giving access while staying in control
Sudo – Giving access while staying in control
 
Fortifying the Future: Tackling Security Challenges in AI/ML Applications
Fortifying the Future: Tackling Security Challenges in AI/ML ApplicationsFortifying the Future: Tackling Security Challenges in AI/ML Applications
Fortifying the Future: Tackling Security Challenges in AI/ML Applications
 
Securing Cloud Resources Deployed with Control Planes on Kubernetes using Gov...
Securing Cloud Resources Deployed with Control Planes on Kubernetes using Gov...Securing Cloud Resources Deployed with Control Planes on Kubernetes using Gov...
Securing Cloud Resources Deployed with Control Planes on Kubernetes using Gov...
 

Dernier

SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxOnBoard
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraDeakin University
 
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
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
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
 
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
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Alan Dix
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
Unlocking the Potential of the Cloud for IBM Power Systems
Unlocking the Potential of the Cloud for IBM Power SystemsUnlocking the Potential of the Cloud for IBM Power Systems
Unlocking the Potential of the Cloud for IBM Power SystemsPrecisely
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphNeo4j
 

Dernier (20)

SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptx
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
The transition to renewables in India.pdf
The transition to renewables in India.pdfThe transition to renewables in India.pdf
The transition to renewables in India.pdf
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning era
 
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
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
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
 
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
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Unlocking the Potential of the Cloud for IBM Power Systems
Unlocking the Potential of the Cloud for IBM Power SystemsUnlocking the Potential of the Cloud for IBM Power Systems
Unlocking the Potential of the Cloud for IBM Power Systems
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
 

Observability For You and Me with openTelemetry