SlideShare a Scribd company logo
Nathaniel Cook, Software Developer - Team Lead
June 14 2018
Kapacitor
© 2018 InfluxData. All rights reserved.2
Overview
• Introduction to Kapacitor
• Installation Process
• Explore some use cases
© 2018 InfluxData. All rights reserved.3
Introduction to Kapacitor
Take action on your data
Runs as separate process
© 2018 InfluxData. All rights reserved.4
Installation
© 2018 InfluxData. All rights reserved.5
Installation Steps
$ wget https://dl.influxdata.com/kapacitor/releases/kapacitor_1.5.0_amd64.deb
$ sudo dpkg -i kapacitor_1.5.0_amd64.deb
$ kapacitord
$ kapacitor define mytask -tick path/to/script.tick
https://docs.influxdata.com/kapacitor/latest/introduction/getting_started/
© 2018 InfluxData. All rights reserved.6
Flow Programing
© 2018 InfluxData. All rights reserved.7
Flow Programing
Source Window Mean
● Data is processed at each node
● Data flows along edges
Result
© 2018 InfluxData. All rights reserved.8
Use Cases
© 2018 InfluxData. All rights reserved.9
Use Cases
• Preprocess ETL
• Postprocess ETL
• Alert on Relative Change
• Hot Cache
• Autoscale Services
• Forecast Time Series
Follow along with TICKscript using:
https://github.com/nathanielc/influxdays
© 2018 InfluxData. All rights reserved.10
Preprocess ETL
© 2018 InfluxData. All rights reserved.11
Preprocess ETL
InfluxDBKapacitorTelegraf
© 2018 InfluxData. All rights reserved.12
Postprocess ETL
© 2018 InfluxData. All rights reserved.13
Postprocess ETL
InfluxDB KapacitorTelegraf
© 2018 InfluxData. All rights reserved.14
Alert on Relative Change
© 2018 InfluxData. All rights reserved.15
Alert on Relative Change
Previous Current
Relative
Change
Difference
Trigger Alert
© 2018 InfluxData. All rights reserved.16
Hot Cache
© 2018 InfluxData. All rights reserved.17
Hot Cache
Kapacitor Client
© 2018 InfluxData. All rights reserved.18
Autoscale Services
© 2018 InfluxData. All rights reserved.19
Autoscaling
Kapacitor
Nodes
Cluster
Manager
© 2018 InfluxData. All rights reserved.20
Forecast
© 2018 InfluxData. All rights reserved.21
Forecast
Historical
Predicted
Forecast Trigger Alert
Current
© 2018 InfluxData. All rights reserved.22
Bring it All Together
© 2018 InfluxData. All rights reserved.23
Bring it All Together
Pick Any Combination of the use cases:
• Predictive Autoscaling
• Preprocess to clean data before forecasting
• Alert on relative change from predicted values
• Alert on autoscale events
• Hot cache autoscale metrics
© 2018 InfluxData. All rights reserved.24
Questions?
Twitter: @nathanielvcook
Github: nathanielc
Thank You

More Related Content

What's hot

How to Deliver a Critical and Actionable Customer-Facing Metrics Product with...
How to Deliver a Critical and Actionable Customer-Facing Metrics Product with...How to Deliver a Critical and Actionable Customer-Facing Metrics Product with...
How to Deliver a Critical and Actionable Customer-Facing Metrics Product with...
InfluxData
 
InfluxDB Cloud Product Update
InfluxDB Cloud Product Update InfluxDB Cloud Product Update
InfluxDB Cloud Product Update
InfluxData
 
Monitor Kubernetes in Rancher using InfluxData
Monitor Kubernetes in Rancher using InfluxDataMonitor Kubernetes in Rancher using InfluxData
Monitor Kubernetes in Rancher using InfluxData
InfluxData
 
InfluxDB Enterprise Architectural Patterns | Craig Hobbs | InfluxData
InfluxDB Enterprise Architectural Patterns | Craig Hobbs | InfluxDataInfluxDB Enterprise Architectural Patterns | Craig Hobbs | InfluxData
InfluxDB Enterprise Architectural Patterns | Craig Hobbs | InfluxData
InfluxData
 
Vasilis Papavasiliou [Mist.io] | Integrating Telegraf, InfluxDB and Mist to M...
Vasilis Papavasiliou [Mist.io] | Integrating Telegraf, InfluxDB and Mist to M...Vasilis Papavasiliou [Mist.io] | Integrating Telegraf, InfluxDB and Mist to M...
Vasilis Papavasiliou [Mist.io] | Integrating Telegraf, InfluxDB and Mist to M...
InfluxData
 
Catalogs - Turning a Set of Parquet Files into a Data Set
Catalogs - Turning a Set of Parquet Files into a Data SetCatalogs - Turning a Set of Parquet Files into a Data Set
Catalogs - Turning a Set of Parquet Files into a Data Set
InfluxData
 
Jacob Marble [InfluxData] | Observability with InfluxDB IOx and OpenTelemetry...
Jacob Marble [InfluxData] | Observability with InfluxDB IOx and OpenTelemetry...Jacob Marble [InfluxData] | Observability with InfluxDB IOx and OpenTelemetry...
Jacob Marble [InfluxData] | Observability with InfluxDB IOx and OpenTelemetry...
InfluxData
 
Alan Pope, Sebastian Spaink [InfluxData] | Data Collection 101 | InfluxDays N...
Alan Pope, Sebastian Spaink [InfluxData] | Data Collection 101 | InfluxDays N...Alan Pope, Sebastian Spaink [InfluxData] | Data Collection 101 | InfluxDays N...
Alan Pope, Sebastian Spaink [InfluxData] | Data Collection 101 | InfluxDays N...
InfluxData
 
Three Ways InfluxDB Enables You to Use Time Series Data Across Your Entire En...
Three Ways InfluxDB Enables You to Use Time Series Data Across Your Entire En...Three Ways InfluxDB Enables You to Use Time Series Data Across Your Entire En...
Three Ways InfluxDB Enables You to Use Time Series Data Across Your Entire En...
InfluxData
 
How to Create a Modern IIoT Monitoring Solution On iOS Using Swift, MQTT and ...
How to Create a Modern IIoT Monitoring Solution On iOS Using Swift, MQTT and ...How to Create a Modern IIoT Monitoring Solution On iOS Using Swift, MQTT and ...
How to Create a Modern IIoT Monitoring Solution On iOS Using Swift, MQTT and ...
InfluxData
 
Ana-Maria Calin [InfluxData] | Migrating from OSS to InfluxDB Cloud | InfluxD...
Ana-Maria Calin [InfluxData] | Migrating from OSS to InfluxDB Cloud | InfluxD...Ana-Maria Calin [InfluxData] | Migrating from OSS to InfluxDB Cloud | InfluxD...
Ana-Maria Calin [InfluxData] | Migrating from OSS to InfluxDB Cloud | InfluxD...
InfluxData
 
IoT Event Processing and Analytics with InfluxDB in Google Cloud | Christoph ...
IoT Event Processing and Analytics with InfluxDB in Google Cloud | Christoph ...IoT Event Processing and Analytics with InfluxDB in Google Cloud | Christoph ...
IoT Event Processing and Analytics with InfluxDB in Google Cloud | Christoph ...
InfluxData
 
Tim Hall [InfluxData] | InfluxDB Roadmap | InfluxDays Virtual Experience Lond...
Tim Hall [InfluxData] | InfluxDB Roadmap | InfluxDays Virtual Experience Lond...Tim Hall [InfluxData] | InfluxDB Roadmap | InfluxDays Virtual Experience Lond...
Tim Hall [InfluxData] | InfluxDB Roadmap | InfluxDays Virtual Experience Lond...
InfluxData
 
InfluxDB + Telegraf Operator: Easy Kubernetes Monitoring
InfluxDB + Telegraf Operator: Easy Kubernetes MonitoringInfluxDB + Telegraf Operator: Easy Kubernetes Monitoring
InfluxDB + Telegraf Operator: Easy Kubernetes Monitoring
InfluxData
 
InfluxDB Community Office Hours September 2020
InfluxDB Community Office Hours September 2020 InfluxDB Community Office Hours September 2020
InfluxDB Community Office Hours September 2020
InfluxData
 
WRITING QUERIES (INFLUXQL AND TICK)
WRITING QUERIES (INFLUXQL AND TICK)WRITING QUERIES (INFLUXQL AND TICK)
WRITING QUERIES (INFLUXQL AND TICK)
InfluxData
 
How to Monitor Your Gaming Computer with a Time Series Database
 How to Monitor Your Gaming Computer with a Time Series Database How to Monitor Your Gaming Computer with a Time Series Database
How to Monitor Your Gaming Computer with a Time Series Database
InfluxData
 
Evan Kaplan [InfluxData] | InfluxDays Opening Remarks | InfluxDays EMEA 2021
Evan Kaplan [InfluxData] | InfluxDays Opening Remarks | InfluxDays EMEA 2021Evan Kaplan [InfluxData] | InfluxDays Opening Remarks | InfluxDays EMEA 2021
Evan Kaplan [InfluxData] | InfluxDays Opening Remarks | InfluxDays EMEA 2021
InfluxData
 
Time Series Tech Stack for the IoT Edge
Time Series Tech Stack for the IoT EdgeTime Series Tech Stack for the IoT Edge
Time Series Tech Stack for the IoT Edge
InfluxData
 
How a Time Series Database Contributes to a Decentralized Cloud Object Storag...
How a Time Series Database Contributes to a Decentralized Cloud Object Storag...How a Time Series Database Contributes to a Decentralized Cloud Object Storag...
How a Time Series Database Contributes to a Decentralized Cloud Object Storag...
InfluxData
 

What's hot (20)

How to Deliver a Critical and Actionable Customer-Facing Metrics Product with...
How to Deliver a Critical and Actionable Customer-Facing Metrics Product with...How to Deliver a Critical and Actionable Customer-Facing Metrics Product with...
How to Deliver a Critical and Actionable Customer-Facing Metrics Product with...
 
InfluxDB Cloud Product Update
InfluxDB Cloud Product Update InfluxDB Cloud Product Update
InfluxDB Cloud Product Update
 
Monitor Kubernetes in Rancher using InfluxData
Monitor Kubernetes in Rancher using InfluxDataMonitor Kubernetes in Rancher using InfluxData
Monitor Kubernetes in Rancher using InfluxData
 
InfluxDB Enterprise Architectural Patterns | Craig Hobbs | InfluxData
InfluxDB Enterprise Architectural Patterns | Craig Hobbs | InfluxDataInfluxDB Enterprise Architectural Patterns | Craig Hobbs | InfluxData
InfluxDB Enterprise Architectural Patterns | Craig Hobbs | InfluxData
 
Vasilis Papavasiliou [Mist.io] | Integrating Telegraf, InfluxDB and Mist to M...
Vasilis Papavasiliou [Mist.io] | Integrating Telegraf, InfluxDB and Mist to M...Vasilis Papavasiliou [Mist.io] | Integrating Telegraf, InfluxDB and Mist to M...
Vasilis Papavasiliou [Mist.io] | Integrating Telegraf, InfluxDB and Mist to M...
 
Catalogs - Turning a Set of Parquet Files into a Data Set
Catalogs - Turning a Set of Parquet Files into a Data SetCatalogs - Turning a Set of Parquet Files into a Data Set
Catalogs - Turning a Set of Parquet Files into a Data Set
 
Jacob Marble [InfluxData] | Observability with InfluxDB IOx and OpenTelemetry...
Jacob Marble [InfluxData] | Observability with InfluxDB IOx and OpenTelemetry...Jacob Marble [InfluxData] | Observability with InfluxDB IOx and OpenTelemetry...
Jacob Marble [InfluxData] | Observability with InfluxDB IOx and OpenTelemetry...
 
Alan Pope, Sebastian Spaink [InfluxData] | Data Collection 101 | InfluxDays N...
Alan Pope, Sebastian Spaink [InfluxData] | Data Collection 101 | InfluxDays N...Alan Pope, Sebastian Spaink [InfluxData] | Data Collection 101 | InfluxDays N...
Alan Pope, Sebastian Spaink [InfluxData] | Data Collection 101 | InfluxDays N...
 
Three Ways InfluxDB Enables You to Use Time Series Data Across Your Entire En...
Three Ways InfluxDB Enables You to Use Time Series Data Across Your Entire En...Three Ways InfluxDB Enables You to Use Time Series Data Across Your Entire En...
Three Ways InfluxDB Enables You to Use Time Series Data Across Your Entire En...
 
How to Create a Modern IIoT Monitoring Solution On iOS Using Swift, MQTT and ...
How to Create a Modern IIoT Monitoring Solution On iOS Using Swift, MQTT and ...How to Create a Modern IIoT Monitoring Solution On iOS Using Swift, MQTT and ...
How to Create a Modern IIoT Monitoring Solution On iOS Using Swift, MQTT and ...
 
Ana-Maria Calin [InfluxData] | Migrating from OSS to InfluxDB Cloud | InfluxD...
Ana-Maria Calin [InfluxData] | Migrating from OSS to InfluxDB Cloud | InfluxD...Ana-Maria Calin [InfluxData] | Migrating from OSS to InfluxDB Cloud | InfluxD...
Ana-Maria Calin [InfluxData] | Migrating from OSS to InfluxDB Cloud | InfluxD...
 
IoT Event Processing and Analytics with InfluxDB in Google Cloud | Christoph ...
IoT Event Processing and Analytics with InfluxDB in Google Cloud | Christoph ...IoT Event Processing and Analytics with InfluxDB in Google Cloud | Christoph ...
IoT Event Processing and Analytics with InfluxDB in Google Cloud | Christoph ...
 
Tim Hall [InfluxData] | InfluxDB Roadmap | InfluxDays Virtual Experience Lond...
Tim Hall [InfluxData] | InfluxDB Roadmap | InfluxDays Virtual Experience Lond...Tim Hall [InfluxData] | InfluxDB Roadmap | InfluxDays Virtual Experience Lond...
Tim Hall [InfluxData] | InfluxDB Roadmap | InfluxDays Virtual Experience Lond...
 
InfluxDB + Telegraf Operator: Easy Kubernetes Monitoring
InfluxDB + Telegraf Operator: Easy Kubernetes MonitoringInfluxDB + Telegraf Operator: Easy Kubernetes Monitoring
InfluxDB + Telegraf Operator: Easy Kubernetes Monitoring
 
InfluxDB Community Office Hours September 2020
InfluxDB Community Office Hours September 2020 InfluxDB Community Office Hours September 2020
InfluxDB Community Office Hours September 2020
 
WRITING QUERIES (INFLUXQL AND TICK)
WRITING QUERIES (INFLUXQL AND TICK)WRITING QUERIES (INFLUXQL AND TICK)
WRITING QUERIES (INFLUXQL AND TICK)
 
How to Monitor Your Gaming Computer with a Time Series Database
 How to Monitor Your Gaming Computer with a Time Series Database How to Monitor Your Gaming Computer with a Time Series Database
How to Monitor Your Gaming Computer with a Time Series Database
 
Evan Kaplan [InfluxData] | InfluxDays Opening Remarks | InfluxDays EMEA 2021
Evan Kaplan [InfluxData] | InfluxDays Opening Remarks | InfluxDays EMEA 2021Evan Kaplan [InfluxData] | InfluxDays Opening Remarks | InfluxDays EMEA 2021
Evan Kaplan [InfluxData] | InfluxDays Opening Remarks | InfluxDays EMEA 2021
 
Time Series Tech Stack for the IoT Edge
Time Series Tech Stack for the IoT EdgeTime Series Tech Stack for the IoT Edge
Time Series Tech Stack for the IoT Edge
 
How a Time Series Database Contributes to a Decentralized Cloud Object Storag...
How a Time Series Database Contributes to a Decentralized Cloud Object Storag...How a Time Series Database Contributes to a Decentralized Cloud Object Storag...
How a Time Series Database Contributes to a Decentralized Cloud Object Storag...
 

Similar to Kapacitor Stream Processing

Installing your influx enterprise cluster
Installing your influx enterprise clusterInstalling your influx enterprise cluster
Installing your influx enterprise cluster
Chris Churilo
 
Sensor Data in InfluxDB by David Simmons, IoT Developer Evangelist | InfluxData
Sensor Data in InfluxDB by David Simmons, IoT Developer Evangelist | InfluxDataSensor Data in InfluxDB by David Simmons, IoT Developer Evangelist | InfluxData
Sensor Data in InfluxDB by David Simmons, IoT Developer Evangelist | InfluxData
InfluxData
 
Intro to Kapacitor for Alerting and Anomaly Detection
Intro to Kapacitor for Alerting and Anomaly DetectionIntro to Kapacitor for Alerting and Anomaly Detection
Intro to Kapacitor for Alerting and Anomaly Detection
InfluxData
 
Kubernetes is hard! Lessons learned taking our apps to Kubernetes - Eldad Ass...
Kubernetes is hard! Lessons learned taking our apps to Kubernetes - Eldad Ass...Kubernetes is hard! Lessons learned taking our apps to Kubernetes - Eldad Ass...
Kubernetes is hard! Lessons learned taking our apps to Kubernetes - Eldad Ass...
Cloud Native Day Tel Aviv
 
Data Gloveboxes: A Philosophy of Data Science Data Security
Data Gloveboxes: A Philosophy of Data Science Data SecurityData Gloveboxes: A Philosophy of Data Science Data Security
Data Gloveboxes: A Philosophy of Data Science Data Security
DataWorks Summit
 
Introduction to Apache NiFi 1.10
Introduction to Apache NiFi 1.10Introduction to Apache NiFi 1.10
Introduction to Apache NiFi 1.10
Timothy Spann
 
Live traffic capture and replay in cassandra 4.0
Live traffic capture and replay in cassandra 4.0Live traffic capture and replay in cassandra 4.0
Live traffic capture and replay in cassandra 4.0
Vinay Kumar Chella
 
In-Memory Stream Processing with Hazelcast Jet @JEEConf
In-Memory Stream Processing with Hazelcast Jet @JEEConfIn-Memory Stream Processing with Hazelcast Jet @JEEConf
In-Memory Stream Processing with Hazelcast Jet @JEEConf
Nazarii Cherkas
 
Scaling Prometheus Metrics in Kubernetes with Telegraf | Chris Goller | Influ...
Scaling Prometheus Metrics in Kubernetes with Telegraf | Chris Goller | Influ...Scaling Prometheus Metrics in Kubernetes with Telegraf | Chris Goller | Influ...
Scaling Prometheus Metrics in Kubernetes with Telegraf | Chris Goller | Influ...
InfluxData
 
Container Attached Storage (CAS) with OpenEBS - SDC 2018
Container Attached Storage (CAS) with OpenEBS -  SDC 2018Container Attached Storage (CAS) with OpenEBS -  SDC 2018
Container Attached Storage (CAS) with OpenEBS - SDC 2018
OpenEBS
 
Driving Down Costs of z Systems™ Storage
Driving Down Costs of z Systems™ StorageDriving Down Costs of z Systems™ Storage
Driving Down Costs of z Systems™ Storage
CA Technologies
 
3 Reasons to Select Time Series Platforms for Cloud Native Applications Monit...
3 Reasons to Select Time Series Platforms for Cloud Native Applications Monit...3 Reasons to Select Time Series Platforms for Cloud Native Applications Monit...
3 Reasons to Select Time Series Platforms for Cloud Native Applications Monit...
DevOps.com
 
OpenDataPlane Project
OpenDataPlane ProjectOpenDataPlane Project
OpenDataPlane Project
GlobalLogic Ukraine
 
OSMC 2019 | The Telegraf Toolbelt: It Can Do That, Really? by David McKay
OSMC 2019 | The Telegraf Toolbelt: It Can Do That, Really? by David McKayOSMC 2019 | The Telegraf Toolbelt: It Can Do That, Really? by David McKay
OSMC 2019 | The Telegraf Toolbelt: It Can Do That, Really? by David McKay
NETWAYS
 
Monitoring in 2017 - TIAD Camp Docker
Monitoring in 2017 - TIAD Camp DockerMonitoring in 2017 - TIAD Camp Docker
Monitoring in 2017 - TIAD Camp Docker
The Incredible Automation Day
 
Demartek Flash Memory Summit 2014 - Real-World Performance of Flash-Based Sto...
Demartek Flash Memory Summit 2014 - Real-World Performance of Flash-Based Sto...Demartek Flash Memory Summit 2014 - Real-World Performance of Flash-Based Sto...
Demartek Flash Memory Summit 2014 - Real-World Performance of Flash-Based Sto...
Dennis Martin
 
How to Use Telegraf and Its Plugin Ecosystem
How to Use Telegraf and Its Plugin EcosystemHow to Use Telegraf and Its Plugin Ecosystem
How to Use Telegraf and Its Plugin Ecosystem
InfluxData
 
Http Services in Rust on Containers
Http Services in Rust on ContainersHttp Services in Rust on Containers
Http Services in Rust on Containers
Anton Whalley
 
You Snooze You Lose or How to Win in Ad Tech?
You Snooze You Lose or How to Win in Ad Tech?You Snooze You Lose or How to Win in Ad Tech?
You Snooze You Lose or How to Win in Ad Tech?
Aerospike, Inc.
 
Aerospike AdTech Gets Hacked in Lower Manhattan
Aerospike AdTech Gets Hacked in Lower ManhattanAerospike AdTech Gets Hacked in Lower Manhattan
Aerospike AdTech Gets Hacked in Lower Manhattan
Aerospike
 

Similar to Kapacitor Stream Processing (20)

Installing your influx enterprise cluster
Installing your influx enterprise clusterInstalling your influx enterprise cluster
Installing your influx enterprise cluster
 
Sensor Data in InfluxDB by David Simmons, IoT Developer Evangelist | InfluxData
Sensor Data in InfluxDB by David Simmons, IoT Developer Evangelist | InfluxDataSensor Data in InfluxDB by David Simmons, IoT Developer Evangelist | InfluxData
Sensor Data in InfluxDB by David Simmons, IoT Developer Evangelist | InfluxData
 
Intro to Kapacitor for Alerting and Anomaly Detection
Intro to Kapacitor for Alerting and Anomaly DetectionIntro to Kapacitor for Alerting and Anomaly Detection
Intro to Kapacitor for Alerting and Anomaly Detection
 
Kubernetes is hard! Lessons learned taking our apps to Kubernetes - Eldad Ass...
Kubernetes is hard! Lessons learned taking our apps to Kubernetes - Eldad Ass...Kubernetes is hard! Lessons learned taking our apps to Kubernetes - Eldad Ass...
Kubernetes is hard! Lessons learned taking our apps to Kubernetes - Eldad Ass...
 
Data Gloveboxes: A Philosophy of Data Science Data Security
Data Gloveboxes: A Philosophy of Data Science Data SecurityData Gloveboxes: A Philosophy of Data Science Data Security
Data Gloveboxes: A Philosophy of Data Science Data Security
 
Introduction to Apache NiFi 1.10
Introduction to Apache NiFi 1.10Introduction to Apache NiFi 1.10
Introduction to Apache NiFi 1.10
 
Live traffic capture and replay in cassandra 4.0
Live traffic capture and replay in cassandra 4.0Live traffic capture and replay in cassandra 4.0
Live traffic capture and replay in cassandra 4.0
 
In-Memory Stream Processing with Hazelcast Jet @JEEConf
In-Memory Stream Processing with Hazelcast Jet @JEEConfIn-Memory Stream Processing with Hazelcast Jet @JEEConf
In-Memory Stream Processing with Hazelcast Jet @JEEConf
 
Scaling Prometheus Metrics in Kubernetes with Telegraf | Chris Goller | Influ...
Scaling Prometheus Metrics in Kubernetes with Telegraf | Chris Goller | Influ...Scaling Prometheus Metrics in Kubernetes with Telegraf | Chris Goller | Influ...
Scaling Prometheus Metrics in Kubernetes with Telegraf | Chris Goller | Influ...
 
Container Attached Storage (CAS) with OpenEBS - SDC 2018
Container Attached Storage (CAS) with OpenEBS -  SDC 2018Container Attached Storage (CAS) with OpenEBS -  SDC 2018
Container Attached Storage (CAS) with OpenEBS - SDC 2018
 
Driving Down Costs of z Systems™ Storage
Driving Down Costs of z Systems™ StorageDriving Down Costs of z Systems™ Storage
Driving Down Costs of z Systems™ Storage
 
3 Reasons to Select Time Series Platforms for Cloud Native Applications Monit...
3 Reasons to Select Time Series Platforms for Cloud Native Applications Monit...3 Reasons to Select Time Series Platforms for Cloud Native Applications Monit...
3 Reasons to Select Time Series Platforms for Cloud Native Applications Monit...
 
OpenDataPlane Project
OpenDataPlane ProjectOpenDataPlane Project
OpenDataPlane Project
 
OSMC 2019 | The Telegraf Toolbelt: It Can Do That, Really? by David McKay
OSMC 2019 | The Telegraf Toolbelt: It Can Do That, Really? by David McKayOSMC 2019 | The Telegraf Toolbelt: It Can Do That, Really? by David McKay
OSMC 2019 | The Telegraf Toolbelt: It Can Do That, Really? by David McKay
 
Monitoring in 2017 - TIAD Camp Docker
Monitoring in 2017 - TIAD Camp DockerMonitoring in 2017 - TIAD Camp Docker
Monitoring in 2017 - TIAD Camp Docker
 
Demartek Flash Memory Summit 2014 - Real-World Performance of Flash-Based Sto...
Demartek Flash Memory Summit 2014 - Real-World Performance of Flash-Based Sto...Demartek Flash Memory Summit 2014 - Real-World Performance of Flash-Based Sto...
Demartek Flash Memory Summit 2014 - Real-World Performance of Flash-Based Sto...
 
How to Use Telegraf and Its Plugin Ecosystem
How to Use Telegraf and Its Plugin EcosystemHow to Use Telegraf and Its Plugin Ecosystem
How to Use Telegraf and Its Plugin Ecosystem
 
Http Services in Rust on Containers
Http Services in Rust on ContainersHttp Services in Rust on Containers
Http Services in Rust on Containers
 
You Snooze You Lose or How to Win in Ad Tech?
You Snooze You Lose or How to Win in Ad Tech?You Snooze You Lose or How to Win in Ad Tech?
You Snooze You Lose or How to Win in Ad Tech?
 
Aerospike AdTech Gets Hacked in Lower Manhattan
Aerospike AdTech Gets Hacked in Lower ManhattanAerospike AdTech Gets Hacked in Lower Manhattan
Aerospike AdTech Gets Hacked in Lower Manhattan
 

More from InfluxData

Announcing InfluxDB Clustered
Announcing InfluxDB ClusteredAnnouncing InfluxDB Clustered
Announcing InfluxDB Clustered
InfluxData
 
Best Practices for Leveraging the Apache Arrow Ecosystem
Best Practices for Leveraging the Apache Arrow EcosystemBest Practices for Leveraging the Apache Arrow Ecosystem
Best Practices for Leveraging the Apache Arrow Ecosystem
InfluxData
 
How Bevi Uses InfluxDB and Grafana to Improve Predictive Maintenance and Redu...
How Bevi Uses InfluxDB and Grafana to Improve Predictive Maintenance and Redu...How Bevi Uses InfluxDB and Grafana to Improve Predictive Maintenance and Redu...
How Bevi Uses InfluxDB and Grafana to Improve Predictive Maintenance and Redu...
InfluxData
 
Power Your Predictive Analytics with InfluxDB
Power Your Predictive Analytics with InfluxDBPower Your Predictive Analytics with InfluxDB
Power Your Predictive Analytics with InfluxDB
InfluxData
 
How Teréga Replaces Legacy Data Historians with InfluxDB, AWS and IO-Base
How Teréga Replaces Legacy Data Historians with InfluxDB, AWS and IO-Base How Teréga Replaces Legacy Data Historians with InfluxDB, AWS and IO-Base
How Teréga Replaces Legacy Data Historians with InfluxDB, AWS and IO-Base
InfluxData
 
Build an Edge-to-Cloud Solution with the MING Stack
Build an Edge-to-Cloud Solution with the MING StackBuild an Edge-to-Cloud Solution with the MING Stack
Build an Edge-to-Cloud Solution with the MING Stack
InfluxData
 
Meet the Founders: An Open Discussion About Rewriting Using Rust
Meet the Founders: An Open Discussion About Rewriting Using RustMeet the Founders: An Open Discussion About Rewriting Using Rust
Meet the Founders: An Open Discussion About Rewriting Using Rust
InfluxData
 
Introducing InfluxDB Cloud Dedicated
Introducing InfluxDB Cloud DedicatedIntroducing InfluxDB Cloud Dedicated
Introducing InfluxDB Cloud Dedicated
InfluxData
 
Gain Better Observability with OpenTelemetry and InfluxDB
Gain Better Observability with OpenTelemetry and InfluxDB Gain Better Observability with OpenTelemetry and InfluxDB
Gain Better Observability with OpenTelemetry and InfluxDB
InfluxData
 
How a Heat Treating Plant Ensures Tight Process Control and Exceptional Quali...
How a Heat Treating Plant Ensures Tight Process Control and Exceptional Quali...How a Heat Treating Plant Ensures Tight Process Control and Exceptional Quali...
How a Heat Treating Plant Ensures Tight Process Control and Exceptional Quali...
InfluxData
 
How Delft University's Engineering Students Make Their EV Formula-Style Race ...
How Delft University's Engineering Students Make Their EV Formula-Style Race ...How Delft University's Engineering Students Make Their EV Formula-Style Race ...
How Delft University's Engineering Students Make Their EV Formula-Style Race ...
InfluxData
 
Introducing InfluxDB’s New Time Series Database Storage Engine
Introducing InfluxDB’s New Time Series Database Storage EngineIntroducing InfluxDB’s New Time Series Database Storage Engine
Introducing InfluxDB’s New Time Series Database Storage Engine
InfluxData
 
Start Automating InfluxDB Deployments at the Edge with balena
Start Automating InfluxDB Deployments at the Edge with balena Start Automating InfluxDB Deployments at the Edge with balena
Start Automating InfluxDB Deployments at the Edge with balena
InfluxData
 
Understanding InfluxDB’s New Storage Engine
Understanding InfluxDB’s New Storage EngineUnderstanding InfluxDB’s New Storage Engine
Understanding InfluxDB’s New Storage Engine
InfluxData
 
Streamline and Scale Out Data Pipelines with Kubernetes, Telegraf, and InfluxDB
Streamline and Scale Out Data Pipelines with Kubernetes, Telegraf, and InfluxDBStreamline and Scale Out Data Pipelines with Kubernetes, Telegraf, and InfluxDB
Streamline and Scale Out Data Pipelines with Kubernetes, Telegraf, and InfluxDB
InfluxData
 
Ward Bowman [PTC] | ThingWorx Long-Term Data Storage with InfluxDB | InfluxDa...
Ward Bowman [PTC] | ThingWorx Long-Term Data Storage with InfluxDB | InfluxDa...Ward Bowman [PTC] | ThingWorx Long-Term Data Storage with InfluxDB | InfluxDa...
Ward Bowman [PTC] | ThingWorx Long-Term Data Storage with InfluxDB | InfluxDa...
InfluxData
 
Scott Anderson [InfluxData] | New & Upcoming Flux Features | InfluxDays 2022
Scott Anderson [InfluxData] | New & Upcoming Flux Features | InfluxDays 2022Scott Anderson [InfluxData] | New & Upcoming Flux Features | InfluxDays 2022
Scott Anderson [InfluxData] | New & Upcoming Flux Features | InfluxDays 2022
InfluxData
 
Steinkamp, Clifford [InfluxData] | Closing Thoughts | InfluxDays 2022
Steinkamp, Clifford [InfluxData] | Closing Thoughts | InfluxDays 2022Steinkamp, Clifford [InfluxData] | Closing Thoughts | InfluxDays 2022
Steinkamp, Clifford [InfluxData] | Closing Thoughts | InfluxDays 2022
InfluxData
 
Steinkamp, Clifford [InfluxData] | Welcome to InfluxDays 2022 - Day 2 | Influ...
Steinkamp, Clifford [InfluxData] | Welcome to InfluxDays 2022 - Day 2 | Influ...Steinkamp, Clifford [InfluxData] | Welcome to InfluxDays 2022 - Day 2 | Influ...
Steinkamp, Clifford [InfluxData] | Welcome to InfluxDays 2022 - Day 2 | Influ...
InfluxData
 
Steinkamp, Clifford [InfluxData] | Closing Thoughts Day 1 | InfluxDays 2022
Steinkamp, Clifford [InfluxData] | Closing Thoughts Day 1 | InfluxDays 2022Steinkamp, Clifford [InfluxData] | Closing Thoughts Day 1 | InfluxDays 2022
Steinkamp, Clifford [InfluxData] | Closing Thoughts Day 1 | InfluxDays 2022
InfluxData
 

More from InfluxData (20)

Announcing InfluxDB Clustered
Announcing InfluxDB ClusteredAnnouncing InfluxDB Clustered
Announcing InfluxDB Clustered
 
Best Practices for Leveraging the Apache Arrow Ecosystem
Best Practices for Leveraging the Apache Arrow EcosystemBest Practices for Leveraging the Apache Arrow Ecosystem
Best Practices for Leveraging the Apache Arrow Ecosystem
 
How Bevi Uses InfluxDB and Grafana to Improve Predictive Maintenance and Redu...
How Bevi Uses InfluxDB and Grafana to Improve Predictive Maintenance and Redu...How Bevi Uses InfluxDB and Grafana to Improve Predictive Maintenance and Redu...
How Bevi Uses InfluxDB and Grafana to Improve Predictive Maintenance and Redu...
 
Power Your Predictive Analytics with InfluxDB
Power Your Predictive Analytics with InfluxDBPower Your Predictive Analytics with InfluxDB
Power Your Predictive Analytics with InfluxDB
 
How Teréga Replaces Legacy Data Historians with InfluxDB, AWS and IO-Base
How Teréga Replaces Legacy Data Historians with InfluxDB, AWS and IO-Base How Teréga Replaces Legacy Data Historians with InfluxDB, AWS and IO-Base
How Teréga Replaces Legacy Data Historians with InfluxDB, AWS and IO-Base
 
Build an Edge-to-Cloud Solution with the MING Stack
Build an Edge-to-Cloud Solution with the MING StackBuild an Edge-to-Cloud Solution with the MING Stack
Build an Edge-to-Cloud Solution with the MING Stack
 
Meet the Founders: An Open Discussion About Rewriting Using Rust
Meet the Founders: An Open Discussion About Rewriting Using RustMeet the Founders: An Open Discussion About Rewriting Using Rust
Meet the Founders: An Open Discussion About Rewriting Using Rust
 
Introducing InfluxDB Cloud Dedicated
Introducing InfluxDB Cloud DedicatedIntroducing InfluxDB Cloud Dedicated
Introducing InfluxDB Cloud Dedicated
 
Gain Better Observability with OpenTelemetry and InfluxDB
Gain Better Observability with OpenTelemetry and InfluxDB Gain Better Observability with OpenTelemetry and InfluxDB
Gain Better Observability with OpenTelemetry and InfluxDB
 
How a Heat Treating Plant Ensures Tight Process Control and Exceptional Quali...
How a Heat Treating Plant Ensures Tight Process Control and Exceptional Quali...How a Heat Treating Plant Ensures Tight Process Control and Exceptional Quali...
How a Heat Treating Plant Ensures Tight Process Control and Exceptional Quali...
 
How Delft University's Engineering Students Make Their EV Formula-Style Race ...
How Delft University's Engineering Students Make Their EV Formula-Style Race ...How Delft University's Engineering Students Make Their EV Formula-Style Race ...
How Delft University's Engineering Students Make Their EV Formula-Style Race ...
 
Introducing InfluxDB’s New Time Series Database Storage Engine
Introducing InfluxDB’s New Time Series Database Storage EngineIntroducing InfluxDB’s New Time Series Database Storage Engine
Introducing InfluxDB’s New Time Series Database Storage Engine
 
Start Automating InfluxDB Deployments at the Edge with balena
Start Automating InfluxDB Deployments at the Edge with balena Start Automating InfluxDB Deployments at the Edge with balena
Start Automating InfluxDB Deployments at the Edge with balena
 
Understanding InfluxDB’s New Storage Engine
Understanding InfluxDB’s New Storage EngineUnderstanding InfluxDB’s New Storage Engine
Understanding InfluxDB’s New Storage Engine
 
Streamline and Scale Out Data Pipelines with Kubernetes, Telegraf, and InfluxDB
Streamline and Scale Out Data Pipelines with Kubernetes, Telegraf, and InfluxDBStreamline and Scale Out Data Pipelines with Kubernetes, Telegraf, and InfluxDB
Streamline and Scale Out Data Pipelines with Kubernetes, Telegraf, and InfluxDB
 
Ward Bowman [PTC] | ThingWorx Long-Term Data Storage with InfluxDB | InfluxDa...
Ward Bowman [PTC] | ThingWorx Long-Term Data Storage with InfluxDB | InfluxDa...Ward Bowman [PTC] | ThingWorx Long-Term Data Storage with InfluxDB | InfluxDa...
Ward Bowman [PTC] | ThingWorx Long-Term Data Storage with InfluxDB | InfluxDa...
 
Scott Anderson [InfluxData] | New & Upcoming Flux Features | InfluxDays 2022
Scott Anderson [InfluxData] | New & Upcoming Flux Features | InfluxDays 2022Scott Anderson [InfluxData] | New & Upcoming Flux Features | InfluxDays 2022
Scott Anderson [InfluxData] | New & Upcoming Flux Features | InfluxDays 2022
 
Steinkamp, Clifford [InfluxData] | Closing Thoughts | InfluxDays 2022
Steinkamp, Clifford [InfluxData] | Closing Thoughts | InfluxDays 2022Steinkamp, Clifford [InfluxData] | Closing Thoughts | InfluxDays 2022
Steinkamp, Clifford [InfluxData] | Closing Thoughts | InfluxDays 2022
 
Steinkamp, Clifford [InfluxData] | Welcome to InfluxDays 2022 - Day 2 | Influ...
Steinkamp, Clifford [InfluxData] | Welcome to InfluxDays 2022 - Day 2 | Influ...Steinkamp, Clifford [InfluxData] | Welcome to InfluxDays 2022 - Day 2 | Influ...
Steinkamp, Clifford [InfluxData] | Welcome to InfluxDays 2022 - Day 2 | Influ...
 
Steinkamp, Clifford [InfluxData] | Closing Thoughts Day 1 | InfluxDays 2022
Steinkamp, Clifford [InfluxData] | Closing Thoughts Day 1 | InfluxDays 2022Steinkamp, Clifford [InfluxData] | Closing Thoughts Day 1 | InfluxDays 2022
Steinkamp, Clifford [InfluxData] | Closing Thoughts Day 1 | InfluxDays 2022
 

Recently uploaded

不能毕业如何获得(USYD毕业证)悉尼大学毕业证成绩单一比一原版制作
不能毕业如何获得(USYD毕业证)悉尼大学毕业证成绩单一比一原版制作不能毕业如何获得(USYD毕业证)悉尼大学毕业证成绩单一比一原版制作
不能毕业如何获得(USYD毕业证)悉尼大学毕业证成绩单一比一原版制作
bseovas
 
留学挂科(UofM毕业证)明尼苏达大学毕业证成绩单复刻办理
留学挂科(UofM毕业证)明尼苏达大学毕业证成绩单复刻办理留学挂科(UofM毕业证)明尼苏达大学毕业证成绩单复刻办理
留学挂科(UofM毕业证)明尼苏达大学毕业证成绩单复刻办理
uehowe
 
存档可查的(USC毕业证)南加利福尼亚大学毕业证成绩单制做办理
存档可查的(USC毕业证)南加利福尼亚大学毕业证成绩单制做办理存档可查的(USC毕业证)南加利福尼亚大学毕业证成绩单制做办理
存档可查的(USC毕业证)南加利福尼亚大学毕业证成绩单制做办理
fovkoyb
 
制作毕业证书(ANU毕业证)莫纳什大学毕业证成绩单官方原版办理
制作毕业证书(ANU毕业证)莫纳什大学毕业证成绩单官方原版办理制作毕业证书(ANU毕业证)莫纳什大学毕业证成绩单官方原版办理
制作毕业证书(ANU毕业证)莫纳什大学毕业证成绩单官方原版办理
cuobya
 
留学学历(UoA毕业证)奥克兰大学毕业证成绩单官方原版办理
留学学历(UoA毕业证)奥克兰大学毕业证成绩单官方原版办理留学学历(UoA毕业证)奥克兰大学毕业证成绩单官方原版办理
留学学历(UoA毕业证)奥克兰大学毕业证成绩单官方原版办理
bseovas
 
[HUN][hackersuli] Red Teaming alapok 2024
[HUN][hackersuli] Red Teaming alapok 2024[HUN][hackersuli] Red Teaming alapok 2024
[HUN][hackersuli] Red Teaming alapok 2024
hackersuli
 
HijackLoader Evolution: Interactive Process Hollowing
HijackLoader Evolution: Interactive Process HollowingHijackLoader Evolution: Interactive Process Hollowing
HijackLoader Evolution: Interactive Process Hollowing
Donato Onofri
 
办理新西兰奥克兰大学毕业证学位证书范本原版一模一样
办理新西兰奥克兰大学毕业证学位证书范本原版一模一样办理新西兰奥克兰大学毕业证学位证书范本原版一模一样
办理新西兰奥克兰大学毕业证学位证书范本原版一模一样
xjq03c34
 
办理毕业证(NYU毕业证)纽约大学毕业证成绩单官方原版办理
办理毕业证(NYU毕业证)纽约大学毕业证成绩单官方原版办理办理毕业证(NYU毕业证)纽约大学毕业证成绩单官方原版办理
办理毕业证(NYU毕业证)纽约大学毕业证成绩单官方原版办理
uehowe
 
Discover the benefits of outsourcing SEO to India
Discover the benefits of outsourcing SEO to IndiaDiscover the benefits of outsourcing SEO to India
Discover the benefits of outsourcing SEO to India
davidjhones387
 
快速办理(新加坡SMU毕业证书)新加坡管理大学毕业证文凭证书一模一样
快速办理(新加坡SMU毕业证书)新加坡管理大学毕业证文凭证书一模一样快速办理(新加坡SMU毕业证书)新加坡管理大学毕业证文凭证书一模一样
快速办理(新加坡SMU毕业证书)新加坡管理大学毕业证文凭证书一模一样
3a0sd7z3
 
成绩单ps(UST毕业证)圣托马斯大学毕业证成绩单快速办理
成绩单ps(UST毕业证)圣托马斯大学毕业证成绩单快速办理成绩单ps(UST毕业证)圣托马斯大学毕业证成绩单快速办理
成绩单ps(UST毕业证)圣托马斯大学毕业证成绩单快速办理
ysasp1
 
manuaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaal
manuaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaalmanuaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaal
manuaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaal
wolfsoftcompanyco
 
Gen Z and the marketplaces - let's translate their needs
Gen Z and the marketplaces - let's translate their needsGen Z and the marketplaces - let's translate their needs
Gen Z and the marketplaces - let's translate their needs
Laura Szabó
 
学位认证网(DU毕业证)迪肯大学毕业证成绩单一比一原版制作
学位认证网(DU毕业证)迪肯大学毕业证成绩单一比一原版制作学位认证网(DU毕业证)迪肯大学毕业证成绩单一比一原版制作
学位认证网(DU毕业证)迪肯大学毕业证成绩单一比一原版制作
zyfovom
 
Ready to Unlock the Power of Blockchain!
Ready to Unlock the Power of Blockchain!Ready to Unlock the Power of Blockchain!
Ready to Unlock the Power of Blockchain!
Toptal Tech
 
国外证书(Lincoln毕业证)新西兰林肯大学毕业证成绩单不能毕业办理
国外证书(Lincoln毕业证)新西兰林肯大学毕业证成绩单不能毕业办理国外证书(Lincoln毕业证)新西兰林肯大学毕业证成绩单不能毕业办理
国外证书(Lincoln毕业证)新西兰林肯大学毕业证成绩单不能毕业办理
zoowe
 
一比一原版(USYD毕业证)悉尼大学毕业证如何办理
一比一原版(USYD毕业证)悉尼大学毕业证如何办理一比一原版(USYD毕业证)悉尼大学毕业证如何办理
一比一原版(USYD毕业证)悉尼大学毕业证如何办理
k4ncd0z
 
制作原版1:1(Monash毕业证)莫纳什大学毕业证成绩单办理假
制作原版1:1(Monash毕业证)莫纳什大学毕业证成绩单办理假制作原版1:1(Monash毕业证)莫纳什大学毕业证成绩单办理假
制作原版1:1(Monash毕业证)莫纳什大学毕业证成绩单办理假
ukwwuq
 
Design Thinking NETFLIX using all techniques.pptx
Design Thinking NETFLIX using all techniques.pptxDesign Thinking NETFLIX using all techniques.pptx
Design Thinking NETFLIX using all techniques.pptx
saathvikreddy2003
 

Recently uploaded (20)

不能毕业如何获得(USYD毕业证)悉尼大学毕业证成绩单一比一原版制作
不能毕业如何获得(USYD毕业证)悉尼大学毕业证成绩单一比一原版制作不能毕业如何获得(USYD毕业证)悉尼大学毕业证成绩单一比一原版制作
不能毕业如何获得(USYD毕业证)悉尼大学毕业证成绩单一比一原版制作
 
留学挂科(UofM毕业证)明尼苏达大学毕业证成绩单复刻办理
留学挂科(UofM毕业证)明尼苏达大学毕业证成绩单复刻办理留学挂科(UofM毕业证)明尼苏达大学毕业证成绩单复刻办理
留学挂科(UofM毕业证)明尼苏达大学毕业证成绩单复刻办理
 
存档可查的(USC毕业证)南加利福尼亚大学毕业证成绩单制做办理
存档可查的(USC毕业证)南加利福尼亚大学毕业证成绩单制做办理存档可查的(USC毕业证)南加利福尼亚大学毕业证成绩单制做办理
存档可查的(USC毕业证)南加利福尼亚大学毕业证成绩单制做办理
 
制作毕业证书(ANU毕业证)莫纳什大学毕业证成绩单官方原版办理
制作毕业证书(ANU毕业证)莫纳什大学毕业证成绩单官方原版办理制作毕业证书(ANU毕业证)莫纳什大学毕业证成绩单官方原版办理
制作毕业证书(ANU毕业证)莫纳什大学毕业证成绩单官方原版办理
 
留学学历(UoA毕业证)奥克兰大学毕业证成绩单官方原版办理
留学学历(UoA毕业证)奥克兰大学毕业证成绩单官方原版办理留学学历(UoA毕业证)奥克兰大学毕业证成绩单官方原版办理
留学学历(UoA毕业证)奥克兰大学毕业证成绩单官方原版办理
 
[HUN][hackersuli] Red Teaming alapok 2024
[HUN][hackersuli] Red Teaming alapok 2024[HUN][hackersuli] Red Teaming alapok 2024
[HUN][hackersuli] Red Teaming alapok 2024
 
HijackLoader Evolution: Interactive Process Hollowing
HijackLoader Evolution: Interactive Process HollowingHijackLoader Evolution: Interactive Process Hollowing
HijackLoader Evolution: Interactive Process Hollowing
 
办理新西兰奥克兰大学毕业证学位证书范本原版一模一样
办理新西兰奥克兰大学毕业证学位证书范本原版一模一样办理新西兰奥克兰大学毕业证学位证书范本原版一模一样
办理新西兰奥克兰大学毕业证学位证书范本原版一模一样
 
办理毕业证(NYU毕业证)纽约大学毕业证成绩单官方原版办理
办理毕业证(NYU毕业证)纽约大学毕业证成绩单官方原版办理办理毕业证(NYU毕业证)纽约大学毕业证成绩单官方原版办理
办理毕业证(NYU毕业证)纽约大学毕业证成绩单官方原版办理
 
Discover the benefits of outsourcing SEO to India
Discover the benefits of outsourcing SEO to IndiaDiscover the benefits of outsourcing SEO to India
Discover the benefits of outsourcing SEO to India
 
快速办理(新加坡SMU毕业证书)新加坡管理大学毕业证文凭证书一模一样
快速办理(新加坡SMU毕业证书)新加坡管理大学毕业证文凭证书一模一样快速办理(新加坡SMU毕业证书)新加坡管理大学毕业证文凭证书一模一样
快速办理(新加坡SMU毕业证书)新加坡管理大学毕业证文凭证书一模一样
 
成绩单ps(UST毕业证)圣托马斯大学毕业证成绩单快速办理
成绩单ps(UST毕业证)圣托马斯大学毕业证成绩单快速办理成绩单ps(UST毕业证)圣托马斯大学毕业证成绩单快速办理
成绩单ps(UST毕业证)圣托马斯大学毕业证成绩单快速办理
 
manuaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaal
manuaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaalmanuaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaal
manuaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaal
 
Gen Z and the marketplaces - let's translate their needs
Gen Z and the marketplaces - let's translate their needsGen Z and the marketplaces - let's translate their needs
Gen Z and the marketplaces - let's translate their needs
 
学位认证网(DU毕业证)迪肯大学毕业证成绩单一比一原版制作
学位认证网(DU毕业证)迪肯大学毕业证成绩单一比一原版制作学位认证网(DU毕业证)迪肯大学毕业证成绩单一比一原版制作
学位认证网(DU毕业证)迪肯大学毕业证成绩单一比一原版制作
 
Ready to Unlock the Power of Blockchain!
Ready to Unlock the Power of Blockchain!Ready to Unlock the Power of Blockchain!
Ready to Unlock the Power of Blockchain!
 
国外证书(Lincoln毕业证)新西兰林肯大学毕业证成绩单不能毕业办理
国外证书(Lincoln毕业证)新西兰林肯大学毕业证成绩单不能毕业办理国外证书(Lincoln毕业证)新西兰林肯大学毕业证成绩单不能毕业办理
国外证书(Lincoln毕业证)新西兰林肯大学毕业证成绩单不能毕业办理
 
一比一原版(USYD毕业证)悉尼大学毕业证如何办理
一比一原版(USYD毕业证)悉尼大学毕业证如何办理一比一原版(USYD毕业证)悉尼大学毕业证如何办理
一比一原版(USYD毕业证)悉尼大学毕业证如何办理
 
制作原版1:1(Monash毕业证)莫纳什大学毕业证成绩单办理假
制作原版1:1(Monash毕业证)莫纳什大学毕业证成绩单办理假制作原版1:1(Monash毕业证)莫纳什大学毕业证成绩单办理假
制作原版1:1(Monash毕业证)莫纳什大学毕业证成绩单办理假
 
Design Thinking NETFLIX using all techniques.pptx
Design Thinking NETFLIX using all techniques.pptxDesign Thinking NETFLIX using all techniques.pptx
Design Thinking NETFLIX using all techniques.pptx
 

Kapacitor Stream Processing

  • 1. Nathaniel Cook, Software Developer - Team Lead June 14 2018 Kapacitor
  • 2. © 2018 InfluxData. All rights reserved.2 Overview • Introduction to Kapacitor • Installation Process • Explore some use cases
  • 3. © 2018 InfluxData. All rights reserved.3 Introduction to Kapacitor Take action on your data Runs as separate process
  • 4. © 2018 InfluxData. All rights reserved.4 Installation
  • 5. © 2018 InfluxData. All rights reserved.5 Installation Steps $ wget https://dl.influxdata.com/kapacitor/releases/kapacitor_1.5.0_amd64.deb $ sudo dpkg -i kapacitor_1.5.0_amd64.deb $ kapacitord $ kapacitor define mytask -tick path/to/script.tick https://docs.influxdata.com/kapacitor/latest/introduction/getting_started/
  • 6. © 2018 InfluxData. All rights reserved.6 Flow Programing
  • 7. © 2018 InfluxData. All rights reserved.7 Flow Programing Source Window Mean ● Data is processed at each node ● Data flows along edges Result
  • 8. © 2018 InfluxData. All rights reserved.8 Use Cases
  • 9. © 2018 InfluxData. All rights reserved.9 Use Cases • Preprocess ETL • Postprocess ETL • Alert on Relative Change • Hot Cache • Autoscale Services • Forecast Time Series Follow along with TICKscript using: https://github.com/nathanielc/influxdays
  • 10. © 2018 InfluxData. All rights reserved.10 Preprocess ETL
  • 11. © 2018 InfluxData. All rights reserved.11 Preprocess ETL InfluxDBKapacitorTelegraf
  • 12. © 2018 InfluxData. All rights reserved.12 Postprocess ETL
  • 13. © 2018 InfluxData. All rights reserved.13 Postprocess ETL InfluxDB KapacitorTelegraf
  • 14. © 2018 InfluxData. All rights reserved.14 Alert on Relative Change
  • 15. © 2018 InfluxData. All rights reserved.15 Alert on Relative Change Previous Current Relative Change Difference Trigger Alert
  • 16. © 2018 InfluxData. All rights reserved.16 Hot Cache
  • 17. © 2018 InfluxData. All rights reserved.17 Hot Cache Kapacitor Client
  • 18. © 2018 InfluxData. All rights reserved.18 Autoscale Services
  • 19. © 2018 InfluxData. All rights reserved.19 Autoscaling Kapacitor Nodes Cluster Manager
  • 20. © 2018 InfluxData. All rights reserved.20 Forecast
  • 21. © 2018 InfluxData. All rights reserved.21 Forecast Historical Predicted Forecast Trigger Alert Current
  • 22. © 2018 InfluxData. All rights reserved.22 Bring it All Together
  • 23. © 2018 InfluxData. All rights reserved.23 Bring it All Together Pick Any Combination of the use cases: • Predictive Autoscaling • Preprocess to clean data before forecasting • Alert on relative change from predicted values • Alert on autoscale events • Hot cache autoscale metrics
  • 24. © 2018 InfluxData. All rights reserved.24 Questions? Twitter: @nathanielvcook Github: nathanielc