Amazon Kinesis Data Streams Pros and Cons

Amazon Kinesis Data Streams Pros and Cons: Top Advantages and Disadvantages

Quick AI Summary Based on G2 Reviews

Generated from real user reviews

Users appreciate the real-time processing capabilities of Amazon Kinesis, enabling efficient data handling from various sources. (1 mentions)

Users value the real-time streaming capability of Amazon Kinesis for efficiently transferring data to AWS solutions. (1 mentions)

Users value the real-time streaming capabilities of Amazon Kinesis, enhancing data processing from multiple sources efficiently. (1 mentions)

Users find the complexity of data management in Kinesis challenging, particularly in understanding shard distribution. (1 mentions)

Users find it challenging to comprehend data distribution into shards and note the absence of effective queueing in Kinesis. (1 mentions)

Users find it challenging to manage data management issues due to unclear shard division and insufficient queueing support. (1 mentions)

Users find the poor documentation of Amazon Kinesis Data Streams unhelpful for understanding data shard management. (1 mentions)

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uday t.

Consultant (aws data platform)

Small-Business (50 or fewer emp.)

6/18/2023

"Best solution to capture streaming data"

5/5

What do you like best about Amazon Kinesis Data Streams?

Best solution for streaming data capture and used it for amazon connect to capture the call recordings and integrated it with amazon connect and used it in contact flow design Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

Best solution but it is bit slow when compared to another tools

And the configuration settings were bit conplex conpared to other tools like kinesis firehouse Review collected by and hosted on G2.com.

Ch Umar J.

Technical Lead

Small-Business (50 or fewer emp.)

3/21/2023

"I'm working with AWS from long time. I'm developer and mostly I work with AWS cloud"

2.5/5

What do you like best about Amazon Kinesis Data Streams?

Amazon Kinesis Data Streams is a powerful and flexible streaming data service that can help you process and analyze large volumes of real-time data with ease.It competes with other real-time data streaming services in the market, such as Apache Kafka, Google Cloud Pub/Sub, and Microsoft Azure Event Hubs. Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

While there are some potential challenges and limitations to using Amazon Kinesis Data Streams, many users find that the benefits of the service outweigh the costs and complexities, making it a powerful tool for real-time data streaming and processing. Review collected by and hosted on G2.com.

What problems is Amazon Kinesis Data Streams solving and how is that benefiting you?

Amazon Kinesis Data Streams can help businesses solve a range of problems related to real-time data streaming and processing, providing scalability, low latency, durability, integration with other services, and cost-effectiveness. These benefits can help businesses better leverage their data, make more informed decisions, and improve their operations. Review collected by and hosted on G2.com.

Akash K.

SDE-1

Small-Business (50 or fewer emp.)

11/23/2022

"Best Fit for handling real time data streams in microservices architecture"

4.5/5

What do you like best about Amazon Kinesis Data Streams?

We used kinesis mainly for batch-processing events in a microservices architecture. The best thing about kinesis would be easy integration and compatibility with other AWS products; this caters to various use cases like the need to generate events from dynamodb or to get the events streamed to AWS lambda etc., which makes things easy in terms of infrastructure setup. Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

I must say that pricing is a little on the higher side, which can discourage many small-medium sized startups from using this product, however, if proper management of sharding is done, this cost can be reduced effectively, but for that, one needs a deep understanding of these concepts before choosing to use this product Review collected by and hosted on G2.com.

Francesca D.

Cloud Engineer

Mid-Market (51-1000 emp.)

1/30/2023

"Kinesis Data Streams helps to handle data flow"

4.5/5

What do you like best about Amazon Kinesis Data Streams?

Amazon Kinesis Data Streams offers many advantages, but the most useful in my opinion is real-time data processing and analysis. Comparing this benefit with its competitors, here are a few points to consider:

- Real-time processing capability: Kinesis is designed specifically for real-time data processing and analysis, making it a strong choice in comparison to other competitors who may not prioritize real-time processing.

- Scalability: Kinesis is highly scalable, capable of handling large amounts of data and growing with your needs, which sets it apart from competitors who may struggle with scalability. Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

Complex setup and maintenance: Kinesis Data Streams can require a significant amount of setup and ongoing maintenance, which can be challenging for some users.

Latency: While Kinesis is designed for real-time processing, there can still be some latency in processing and delivering data, which may be an issue for some use cases. Review collected by and hosted on G2.com.

Yordanys P.

Developer (Full-Time), Engineering / Back-end Engineering

Mid-Market (51-1000 emp.)

11/23/2022

"Kinesis Stream is an excellent data transmission tool."

5/5

What do you like best about Amazon Kinesis Data Streams?

Kinesis Stream is an excellent data transmission tool in which you can restart the stream from a certain time, something very useful when you cannot lose data. It brings many advantages compared to competitors like RabbitMQ and Kafka. Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

It is somewhat complex to monitor the data in real time. The dashboard should be improved to follow the data in real time and provide some way to see messages as SQS does without losing any message. Review collected by and hosted on G2.com.

What problems is Amazon Kinesis Data Streams solving and how is that benefiting you?

Kinesis Stream can be integrated with many existing services on AWS, which greatly expands its reach. The configuration required is minimal, so it saves a lot of time for developers. It provides excellent scalability, so we should not worry. By having an iteration sequence and data flow time, it is very easy to restart the stream from a certain point. Review collected by and hosted on G2.com.

Srinivas D.

Senior Software Development Engineer

Enterprise (> 1000 emp.)

11/22/2022

"Best for real time data streaming and processing"

4.5/5

What do you like best about Amazon Kinesis Data Streams?

Easy to use, flexible User Interface, serverless capabilities and ability to adjust the streaming limits, real-time analytics Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

limitations on the number of consumers per stream, handling of the amount of data per transaction to the stream Review collected by and hosted on G2.com.

Verified User in Information Technology and Services

Enterprise (> 1000 emp.)

11/20/2022

"This service helped us to route data coming from iot device to different different destinations"

4.5/5

What do you like best about Amazon Kinesis Data Streams?

The simplicity of this service and simple configuration Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

I don't found any dislike yet in this service. Review collected by and hosted on G2.com.

vaibhav s.

Member of Technical Staff

Enterprise (> 1000 emp.)

11/21/2022

Business partner of the seller or seller's competitor, not included in G2 scores.

"Great inbuilt data pipeline for log streaming"

4.5/5

What do you like best about Amazon Kinesis Data Streams?

Kinesis support many integrations. In our case, we wanted to send ecs service data to coralogix. By default, AWS doesn't support direct integration with coralogix. Out of box Kinesis supports coralogix integration. So we created the pipeline as follow

Forwarded the ecs cluster logs to cloudwatch using clodwatch agent. Integrated the cloudwatch as ingress for Kinesis Data Streams and configured coralogix as destination. Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

Pricing is on the higher side.

Initial setup is complex and need a good knowledge of AWS services to do the initial setup.

Kinesis data stream UI is not intuitive, and it won't help that much while troubleshooting the issue Review collected by and hosted on G2.com.

What problems is Amazon Kinesis Data Streams solving and how is that benefiting you?

Data integration

Cross-region data forwarding. We have clusters in multiple regions and one instance of coralogix. We combined the log data at one place using Kinesis Data Streams

Kinesis Data Streams is easily scalable. Even during the peak hour we never faced the data drop issue. Review collected by and hosted on G2.com.

Nagamanoj V.

Principal Software Engineer

Mid-Market (51-1000 emp.)

11/14/2022

"Very good integration service for receiving critical events in realtime paired with AWS IoT"

5/5

What do you like best about Amazon Kinesis Data Streams?

We had to receive events in realtime from remote Android devices without burdening our servers with repeated polls. We solved it by using AWS IoT to publish events from the android device and integrated IoT streams with Kinesis to receive events in our service as soon as the event is published from Android application. Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

There are no apparent issues with Kinesis data streams in terms of performance or usability, but in the startup world, the pricing is a bit on the higher side. If pricing can be adjusted, that would give choice for smaller companies to use it. Review collected by and hosted on G2.com.

What problems is Amazon Kinesis Data Streams solving and how is that benefiting you?

For receiving real-time events from remote devices, we had to use AWS IoT as it serves the use cases we needed. However, to receive events from IoT servers to our application, we needed to stream the events from IoT to one of the AWS resources like Kinesis, SQS or S3. We chose Kinesis as it is reliable and faster. Review collected by and hosted on G2.com.

Arun Kumar Jain K.

Vice President

Enterprise (> 1000 emp.)

11/19/2022

"One of the best tools for real time Log analysis and metrics"

5/5

What do you like best about Amazon Kinesis Data Streams?

The ability to push aggregated logs from various instances/machines to a centralised location. Managed service so no operation and maintenance overhead. The ability to process logs from applications and derive metrics out of it in real time. Review collected by and hosted on G2.com.

What do you dislike about Amazon Kinesis Data Streams?

There's nothing but if there's a way to auto increase the number of streams required, it'd help reduce the manual effort of increasing and decreasing the streams. Review collected by and hosted on G2.com.