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What is Kapacitor?

Kapacitor acts as a specialized data processing engine tailored for InfluxDB 1.x and plays a crucial role in the InfluxDB 2.0 architecture. This robust tool is adept at managing both real-time stream data and batch processing, delivering immediate responses through its distinctive programming language known as TICKscript. In today's technological landscape, simply relying on dashboards and operator alerts falls short; there is an increasing demand for automation and capabilities that trigger actions automatically. Utilizing a publish-subscribe model for its alerting mechanism, Kapacitor publishes alerts to designated topics, with handlers subscribing to these topics to receive the latest updates. This adaptable pub/sub framework, coupled with the capacity to run User Defined Functions, positions Kapacitor as a central control hub within various systems, capable of performing tasks such as auto-scaling, inventory management, and orchestrating IoT devices. Furthermore, the intuitive plugin architecture of Kapacitor facilitates easy integration with numerous anomaly detection tools, thereby amplifying its utility and effectiveness in the realm of data processing. Ultimately, Kapacitor's comprehensive functionality ensures that users can implement sophisticated data-driven operations with ease.

What is Google Cloud Dataflow?

A data processing solution that combines both streaming and batch functionalities in a serverless, cost-effective manner is now available. This service provides comprehensive management for data operations, facilitating smooth automation in the setup and management of necessary resources. With the ability to scale horizontally, the system can adapt worker resources in real time, boosting overall efficiency. The advancement of this technology is largely supported by the contributions of the open-source community, especially through the Apache Beam SDK, which ensures reliable processing with exactly-once guarantees. Dataflow significantly speeds up the creation of streaming data pipelines, greatly decreasing latency associated with data handling. By embracing a serverless architecture, development teams can concentrate more on coding rather than navigating the complexities involved in server cluster management, which alleviates the typical operational challenges faced in data engineering. This automatic resource management not only helps in reducing latency but also enhances resource utilization, allowing teams to maximize their operational effectiveness. In addition, the framework fosters an environment conducive to collaboration, empowering developers to create powerful applications while remaining free from the distractions of managing the underlying infrastructure. As a result, teams can achieve higher productivity and innovation in their data processing initiatives.

Media

Media

Integrations Supported

Amazon CloudWatch
Amazon Elastic Container Service (Amazon ECS)
Apache Aurora
Apache Cassandra
Apache CouchDB
Apache Kafka
Apache Mesos
Apache Solr
Docker
Elasticsearch
GitHub
Google Cloud Bigtable
Google Cloud Knowledge Catalog
Google Data Studio
Mailchimp
New Relic
Orchestra
Pantomath
Telmai
Ternary

Integrations Supported

Amazon CloudWatch
Amazon Elastic Container Service (Amazon ECS)
Apache Aurora
Apache Cassandra
Apache CouchDB
Apache Kafka
Apache Mesos
Apache Solr
Docker
Elasticsearch
GitHub
Google Cloud Bigtable
Google Cloud Knowledge Catalog
Google Data Studio
Mailchimp
New Relic
Orchestra
Pantomath
Telmai
Ternary

API Availability

Has API

API Availability

Has API

Pricing Information

$0.002 per GB per hour
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

InfluxData

Date Founded

2012

Company Location

United States

Company Website

www.influxdata.com/time-series-platform/kapacitor/

Company Facts

Organization Name

Google

Date Founded

1998

Company Location

United States

Company Website

cloud.google.com/dataflow

Categories and Features

Streaming Analytics

Data Enrichment
Data Wrangling / Data Prep
Multiple Data Source Support
Process Automation
Real-time Analysis / Reporting
Visualization Dashboards

Categories and Features

Streaming Analytics

Data Enrichment
Data Wrangling / Data Prep
Multiple Data Source Support
Process Automation
Real-time Analysis / Reporting
Visualization Dashboards

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