在 Amazon Graviton 2处理器上使用 Apache Kafka 可获得高达30%的性价比优势

亚马逊云科技
Amazon EC2
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0
{"value":"作者:Kailas Jawadekar 2021年9月15日\n\n合著者:Kailas Jawadekar&Julio Suarez,Arm 基础设施业务线\n\n![f90e193e300d2b06fbb3e638dfb0d5e4.jpg](1)\n\n在当今互联的世界中,流式数据可以从应用程序、日志、web 服务器、设备等多种来源生成。流数据基本上是连续生成的小规模事件,通常具有低延迟要求。对于企业而言,实时处理这些事件至关重要,因为这些数据的价值会随着时间的推移而显著降低。\n\n因此,现在正在发生一个重大的转变,即从更注重批处理的传统系统转变为旨在实时处理、转换和处理流数据事件的事件驱动系统。\n\n举个例子,让我们考虑一个电子商务网站,网站访问者点击各种页面,搜索东西,并在购物车中添加东西。这些都是事件,您需要对这些事件进行实时处理和分析,以了解用户在做什么以及各种产品的性能。基于这些见解,您可能会决定提供实时促销或建议,以吸引用户购买某些商品。\n\n类似地,还有各种其他示例,例如信用卡公司跟踪您的卡交易以进行欺诈检测,监控系统检测特定位置的感兴趣事件,工业物联网传感器在边缘生成各种事件,您可能希望系统根据这些事件触发某些动作。\n\n这样的用例非常适合 ApacheKafka 这样的平台。事实上,ApacheKafka 已经成为事件流平台的事实标准。ApacheKafka 是一个开源的事件流平台,支持在广泛的工业、金融和消费者应用程序中进行实时决策。如今,1000多家公司使用 Apache Kafka,其中包括35%的财富500强公司,用于高性能数据管道、流式分析、数据集成和任务关键型应用程序。许多公司首选的部署模型是在云服务提供商(如 AmazonWeb 服务)上部署 ApacheKafka。\n\n在 Amazon 上,您可以在 EC2 或 Kubernetes 上运行 Kafka 自管理。ApacheKafka 的部署和管理可能会很复杂,因此如果您想减少复杂性和运营开销,还可以使用 Amazon ManagedStreamingforKafka(MSK)。\n\nApacheKafka 每天可以处理数万亿个事件,并且需要在内存密集型实例上运行,这些实例可以快速高效地处理非常大的数据集。AmazonEC2 提供了几个内存优化实例,可以支持 ApacheKafka 工作负载,但运行时成本可能会有很大差异,具体取决于实例。\n\n在本博客中,我们对运行在基于64位 Arm Neoverse 的 Amazon Graviton2 处理器上的自我管理 Apache Kafka 进行了性能基准测试。基于64位 Arm Neoverse N1 内核的 Amazon Graviton 2 处理器是使用现代7nm 技术构建的定制 CPU。这些 CPU 是从头开始构建的,专门针对云本地工作负载进行设计和优化。与当前一代基于 X86的实例相比,高效的基于 Arm Neoverse 的体系结构有助于 Amazon Graviton2 为各种工作负载提供高达40%的性价比。\n\n下图显示了三(3)个节点的 Kafka 集群和三(3)个节点的 Zookeeper 集群的设置,用于跟踪 Kafka 集群中节点的状态并维护Kafka 主题和消息列表。\n\n![7dfa71be4d9bc1b936e3947eb62b2d9c.png](2)\n\n我们的基准测试测量 Kafka 集群上写入和读取事件的吞吐量和延迟。我们使用的吞吐量指标是每秒记录数(RPS),延迟指标是以毫秒为单位的99%延迟。上图显示 Kafka 集群由 m6g 实例组成。但是,作为测试的一部分,我们还通过创建具有各种其他实例类型和大小的三个节点集群进行了测试。\n\n作为测试的一部分,我们首先测量了不同实例中的生产者 RPS 数量。然后,为了探索性能/$,我们将 RPS 数除以各个实例的实例成本。结果如下图所示。\n\n![b78934b5eb162e2c1bf43b9b186a23db.png](3)\n\n性价比数据表明,xlarge 实例对于运行 Kafka 来说是一个更好的值,在 xlarge 实例中,我们观察到基于 Amazon Gravion2 的 Amazon EC2 r6g.xlarge 实例提供了最好的值。与基于 x86的 Amazon EC2 r5.xlarge 相比,r6g.xlarge 实例平均提供30%的性能/$ 优势,与 Amazon EC2 r5a.xlarge 实例相比,提供19%的性价比优势。\n\n有关我们的测试环境设置、基准测试和结果的更详细信息,我们鼓励您下载以下白皮书。\n\n[https://armkeil.blob.core.windows.net/developer/Files/pdf/white-paper/benchmarking-apache-kafka.pdf](https://armkeil.blob.core.windows.net/developer/Files/pdf/white-paper/benchmarking-apache-kafka.pdf)\n\n有关采用基于 Arm 处理器的客户案例,请访问 Amazon Graviton 页面([https://aws.amazon.com/ec2/graviton/](https://aws.amazon.com/ec2/graviton/))。有关在 Arm Neoverse 平台上运行的软件工作负载的任何查询,请随时联系 sw-ecosystem@arm.com. 加入我们的 Arm DevSummit 2021([https://devsummit.arm.com/en](https://devsummit.arm.com/en)),了解有关 Arm Neoverse 平台的云工作负载和软件生态系统支持的更多信息。\n\n","render":"<p>作者:Kailas Jawadekar 2021年9月15日</p>\n<p>合著者:Kailas Jawadekar&amp;Julio Suarez,Arm 基础设施业务线</p>\n<p><img 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\" alt=\"f90e193e300d2b06fbb3e638dfb0d5e4.jpg\" rel=\"1\" /></p>\n<p>在当今互联的世界中,流式数据可以从应用程序、日志、web 服务器、设备等多种来源生成。流数据基本上是连续生成的小规模事件,通常具有低延迟要求。对于企业而言,实时处理这些事件至关重要,因为这些数据的价值会随着时间的推移而显著降低。</p>\n<p>因此,现在正在发生一个重大的转变,即从更注重批处理的传统系统转变为旨在实时处理、转换和处理流数据事件的事件驱动系统。</p>\n<p>举个例子,让我们考虑一个电子商务网站,网站访问者点击各种页面,搜索东西,并在购物车中添加东西。这些都是事件,您需要对这些事件进行实时处理和分析,以了解用户在做什么以及各种产品的性能。基于这些见解,您可能会决定提供实时促销或建议,以吸引用户购买某些商品。</p>\n<p>类似地,还有各种其他示例,例如信用卡公司跟踪您的卡交易以进行欺诈检测,监控系统检测特定位置的感兴趣事件,工业物联网传感器在边缘生成各种事件,您可能希望系统根据这些事件触发某些动作。</p>\n<p>这样的用例非常适合 ApacheKafka 这样的平台。事实上,ApacheKafka 已经成为事件流平台的事实标准。ApacheKafka 是一个开源的事件流平台,支持在广泛的工业、金融和消费者应用程序中进行实时决策。如今,1000多家公司使用 Apache Kafka,其中包括35%的财富500强公司,用于高性能数据管道、流式分析、数据集成和任务关键型应用程序。许多公司首选的部署模型是在云服务提供商(如 AmazonWeb 服务)上部署 ApacheKafka。</p>\n<p>在 Amazon 上,您可以在 EC2 或 Kubernetes 上运行 Kafka 自管理。ApacheKafka 的部署和管理可能会很复杂,因此如果您想减少复杂性和运营开销,还可以使用 Amazon ManagedStreamingforKafka(MSK)。</p>\n<p>ApacheKafka 每天可以处理数万亿个事件,并且需要在内存密集型实例上运行,这些实例可以快速高效地处理非常大的数据集。AmazonEC2 提供了几个内存优化实例,可以支持 ApacheKafka 工作负载,但运行时成本可能会有很大差异,具体取决于实例。</p>\n<p>在本博客中,我们对运行在基于64位 Arm Neoverse 的 Amazon Graviton2 处理器上的自我管理 Apache Kafka 进行了性能基准测试。基于64位 Arm Neoverse N1 内核的 Amazon Graviton 2 处理器是使用现代7nm 技术构建的定制 CPU。这些 CPU 是从头开始构建的,专门针对云本地工作负载进行设计和优化。与当前一代基于 X86的实例相比,高效的基于 Arm Neoverse 的体系结构有助于 Amazon Graviton2 为各种工作负载提供高达40%的性价比。</p>\n<p>下图显示了三(3)个节点的 Kafka 集群和三(3)个节点的 Zookeeper 集群的设置,用于跟踪 Kafka 集群中节点的状态并维护Kafka 主题和消息列表。</p>\n<p><img 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\" alt=\"7dfa71be4d9bc1b936e3947eb62b2d9c.png\" rel=\"2\" /></p>\n<p>我们的基准测试测量 Kafka 集群上写入和读取事件的吞吐量和延迟。我们使用的吞吐量指标是每秒记录数(RPS),延迟指标是以毫秒为单位的99%延迟。上图显示 Kafka 集群由 m6g 实例组成。但是,作为测试的一部分,我们还通过创建具有各种其他实例类型和大小的三个节点集群进行了测试。</p>\n<p>作为测试的一部分,我们首先测量了不同实例中的生产者 RPS 数量。然后,为了探索性能/$,我们将 RPS 数除以各个实例的实例成本。结果如下图所示。</p>\n<p><img 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\" alt=\"b78934b5eb162e2c1bf43b9b186a23db.png\" rel=\"3\" /></p>\n<p>性价比数据表明,xlarge 实例对于运行 Kafka 来说是一个更好的值,在 xlarge 实例中,我们观察到基于 Amazon Gravion2 的 Amazon EC2 r6g.xlarge 实例提供了最好的值。与基于 x86的 Amazon EC2 r5.xlarge 相比,r6g.xlarge 实例平均提供30%的性能/$ 优势,与 Amazon EC2 r5a.xlarge 实例相比,提供19%的性价比优势。</p>\n<p>有关我们的测试环境设置、基准测试和结果的更详细信息,我们鼓励您下载以下白皮书。</p>\n<p><a href=\"https://armkeil.blob.core.windows.net/developer/Files/pdf/white-paper/benchmarking-apache-kafka.pdf\" target=\"_blank\">https://armkeil.blob.core.windows.net/developer/Files/pdf/white-paper/benchmarking-apache-kafka.pdf</a></p>\n<p>有关采用基于 Arm 处理器的客户案例,请访问 Amazon Graviton 页面(<a href=\"https://aws.amazon.com/ec2/graviton/\" target=\"_blank\">https://aws.amazon.com/ec2/graviton/</a>)。有关在 Arm Neoverse 平台上运行的软件工作负载的任何查询,请随时联系 sw-ecosystem@arm.com. 加入我们的 Arm DevSummit 2021(<a href=\"https://devsummit.arm.com/en\" target=\"_blank\">https://devsummit.arm.com/en</a>),了解有关 Arm Neoverse 平台的云工作负载和软件生态系统支持的更多信息。</p>\n"}
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