Amazon Kinesis

Amazon kinesis is used to analyze streaming data and process it for further use at large amounts of scales. It is fully managed by Amazon itself so it is easy to easy to capture, process, and store streaming data in the cloud. It is very useful for the developers to build an application by which they can continuously ingest process and analyze data streams from various sources as mentioned below.

  • Application and service logs.
  • Clickstream data.
  • Sensor data.
  • In-app user events.

What is Amazon Kinesis?

Amazon Kinesis is a service provided by Amazon Web Service that allows users to process a large amount of data (which can be audio, video, application logs, website clickstreams, and IoT telemetry )per second in real time. In today’s scenario handling a large amount of data becomes very important and for that, there is a complete whole subject known as Big Data which works upoon how to process or handle the streams of large amounts of data. So Amazon came up with a solution known as Amazon Kinesis which is fully managed and automated and can handle the real-time large streams of data with ease. It allows users to collect, store, capture, and process many logs from distributed streams such as social media feeds. It makes users focus on the development by taking any amount of data from any source to process it. After processing all the data, Kinesis also distributes all the data to the consumers simultaneously. 

Similar Reads

Amazon Kinesis

Amazon kinesis is used to analyze streaming data and process it for further use at large amounts of scales. It is fully managed by Amazon itself so it is easy to easy to capture, process, and store streaming data in the cloud. It is very useful for the developers to build an application by which they can continuously ingest process and analyze data streams from various sources as mentioned below....

How Amazon Kinesis Works?

Amazon Kinesis working can be divided into four stages as follows....

What Can I Do With Kinesis Data Streams?

Amazon Kinesis will stream the data in real-time help in handling it and also tell you what to do with that data according to the organization’s goals following are the broad categories to get you started:...

Types of Services Offered by Amazon Kinesis

There are three types of services which Amazon kinesis offers are as follows:...

Features of Amazon Kinesis

Cost-efficient: All the services provided by the amazon are cost-efficient as it follows the pay as you go model which means you have to pay for the service according to the usage, not a flat price. So it becomes advantageous for the user s that they have to pay only what they use.  Integrate with other AWS services: Amazon Kinesis allows users to use the other AWS services and integrate with it. Services that can be integrated are Amazon DynamoDB, Amazon Redshift, and all the other services that deal with the large amount of data.  Availability: You can access it from anywhere and anytime. Just need a good connectivity of net.  Real-time processing- It allows you to work upon the data which is needed to be updated every time with changes instantaneously. Most advantageous feature of Kinesis because real-time processing becomes important when you are dealing with such a huge amount of data....

Use Cases Of Amazon Kinesis

Real-time application monitoring: Amazon kinesis will provide the real time data of the applications like if you consider the health application it will provides the live feed of the data by which you can take care of the health by which the issues that is pointed by amazon kinesis. Fraud detection and prevention: Amazon Kinesis will helps you to protect the data from fraudulent activity by analyzing transaction data by which you can detect the suspicious patterns and blocks fraudulent transactions before they happen. Personalized recommendations and marketing: Amazon kinesis will helps you in analyzing the data of the customers by which you can understand your customers very better. You can recommends the personalised products in real time to the costumers. IoT analytics and predictive maintenance: Your connected gadgets’ full potential is unlocked with Kinesis. Through the examination of sensor data from electronics, automobiles, or machinery....

Limits of Amazon Kinesis

The limitation that Amazon kinesis has that it only access the stream of records log for 24 hours by default but it can extend but up to only 7 days not longer than that. There is no upper limit in the number of streams that can users have in their accounts. One shard supports up to 1000 PUT records per second....

Amazon Kinesis Video Streams

Amazon Kinesis video streams is a power tool that is provided by AWS as a service that can deliver live on-demand streams in the real-time following are some of the key features used with kinesis streams....

FAQs On Amazon Kinesis

1. Amazon Kinesis Data FireHose...