论文信息 - Evaluation of Highly Available Cloud Streaming Systems for Performance and Price

Evaluation of Highly Available Cloud Streaming Systems for Performance and Price

This paper presents a systematic evaluation of Amazon Kinesis and Apache Kafka for meeting highly demanding application requirements. Results show that Kinesis and Kafka can provide high reliability, performance and scalability. Cost and performance trade-offs of Kinesis and Kafka are presented for a variety of application data rates, resource utilization, and resource configurations.

Ken Kennedy | Edward B. Duffy | André Luckow | Amy W. Apon | Dung Nguyen

[2] Krzysztof Grochla,et al. Evaluation of highly available and fault-tolerant middleware clustered architectures using RabbitMQ , 2014, 2014 Federated Conference on Computer Science and Information Systems.

[3] Jay Kreps,et al. Kafka : a Distributed Messaging System for Log Processing , 2011 .

[4] Tianning Zhang. Reliable event messaging in big data enterprises: looking for the balance between producers and consumers , 2015, DEBS.

[5] Mashrur Chowdhury,et al. A Distributed Message Delivery Infrastructure for Connected Vehicle Technology Applications , 2018, IEEE Transactions on Intelligent Transportation Systems.

[6] Rajiv Ranjan,et al. Streaming Big Data Processing in Datacenter Clouds , 2014, IEEE Cloud Computing.