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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

Aerospike
Amazon CloudWatch
Amazon Elastic Container Service (Amazon ECS)
Amazon Web Services (AWS)
Apache Aurora
Apache Cassandra
Apache CouchDB
Elasticsearch
Graylog
Kubernetes
Mailchimp
MongoDB
PostgreSQL

Integrations Supported

CData Connect
Google Cloud Bigtable
Google Cloud Knowledge Catalog
Google Cloud Platform
Sedai
Telmai
Ternary

API Availability

Has API

API Availability

Pricing Information

$0.002 per GB per hour
Free Trial Offered?

Pricing Information

Pricing not provided

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Not specified

Training Options

Documentation Hub
Webinars

Training Options

Documentation Hub

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

Not specified

Categories and Features

Data Engineering

Not specified

Data Pipeline

Not specified

Streaming Analytics

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

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