Dung Nguyen, André Luckow, Edward B. Duffy, Ken E. Kennedy, A. Apon
{"title":"Evaluation of Highly Available Cloud Streaming Systems for Performance and Price","authors":"Dung Nguyen, André Luckow, Edward B. Duffy, Ken E. Kennedy, A. Apon","doi":"10.1109/CCGRID.2018.00056","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":321027,"journal":{"name":"2018 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CCGRID.2018.00056","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 10
Abstract
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.