Overview
Product Information on Amazon Kinesis Data Streams (KDS)
What is Amazon Kinesis Data Streams (KDS)?
Amazon Kinesis Data Streams (KDS) Pricing
Overall experience with Amazon Kinesis Data Streams (KDS)
“In Depth Review of AWS KDS”
About Company
Company Description
Amazon Web Services (AWS), established in 2006, is focused on providing essential infrastructure services to businesses globally in the form of cloud computing. The key advantage offered through cloud computing, particularly via AWS, is its capacity to shift fixed infrastructure expenses into flexible costs. Businesses have been able to forgo extensive planning and procurement of servers and other Information Technology (IT) resources, owing to AWS. AWS seeks to provide businesses with prompt and cost-effective access to resources using Amazon's expertise and economies of scale, as and when their business requires. Currently, AWS offers a robust, scalable, economic infrastructure platform on the cloud powering an extensive array of businesses worldwide. It operates across numerous industries with data center locations in various parts of the globe including U.S., Europe, Singapore, and Japan.
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Reviewer Insights for: Amazon Kinesis Data Streams (KDS)
Performance of Amazon Kinesis Data Streams (KDS) Across Market Features
Amazon Kinesis Data Streams (KDS) Likes & Dislikes
1. the horizontal scaling helps to ingest the data from multiple producer and can provide to multiple consumers. 2. Real time processing works on low latency to help with the critical application monitoring. 3. as data is replicated in multiple zones , it ensure the durability and availability of data.
scalability, real-time processing of streamed data, availability with multiple zones replica.
Allowing you to keep track of stream health and performance. Data streams maintain the time order of records, allowing you to analyze data in chronological order. Enabling parallel processing and ensuring high throughput.
1. the charge is applied for every payload and data retrievals which can be costlier if not monitored properly. 2.Data routing is depended on the partition keys and if the key distribution is poor it can lead up to throttling issues
steep learning curve, lack of useful documentation, time taken process, limited real life use case.
Dealing with complex data formats and serialization can be challenging. Replicating data streams across regions for disaster recovery can can incur additional data transfer cost. Its costly for large scale.
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Peer Discussions
Amazon Kinesis Data Streams (KDS) Reviews and Ratings
- CLOUD ENGINEER / CLOUD SPECIALIST50M-1B USDBankingReview Source
In Depth Review of AWS KDS
Exceptionally great product for real time data streaming of the aws native services like EC2 , RDS, Lambda etc. The KDS allows you to share the data with the third party vendor as well using cloudwatch which helps to increase the observability of your environment - SOFTWARE ENGINEER50M-1B USDHealthcare and BiotechReview Source
great service for processing streamed data with limited use case.
it was very great product when we had to process heavy stream of data. - Manager50M-1B USDSoftwareReview Source
KDS is Poweful Tool
Over my 3 year experience as a developer KDS has been amazing for data processing. KDS has empowered us to build resilient, real time data solution and enhancing our ability to make data driven decision. - SOFTWARE ENGINEER50M-1B USDHealthcare and BiotechReview Source
Real-Time Power with a Learning Curve.
Rich Developers Tools and SDKs : the availability of variety of SDKs and developers tools has made working with amazon kinesis data streams a smooth experience. Weather using python, java or other languages, i have had the flexibility to choose the tools that best suit my project. Efective monitoring and Alerting : AKDS monitoring and alerting capabilities have been invaluable in ensuring the health and performance of my data streams. Being able to setup custom alerts has allowed me to proactively address the issues. Unmatched Scalability : the scalabilty of AKDS is awe-inspiring. It feels like having an elastic data pipeline at disposal. Weather I am dealing with trickle or torrent of data, the service effortlessly accomodates my needs. - ENGINEERING MANAGER50M-1B USDFinance (non-banking)Review Source
Efficient data ingestion and data streaming with minimal setup
KDS is really good for real time stream processing and it's very easy to setup and keep it running. It integrates really well with all the other AWS services especially lambda , firehose and S3.