计划查询示例架构 - Amazon Timestream
多度量记录单度量记录
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要获得与亚马逊 Timestream 类似的功能 LiveAnalytics，可以考虑适用于 InfluxDB 的亚马逊 Timestream。适用于 InfluxDB 的 Amazon Timestream 提供简化的数据摄取和个位数毫秒级的查询响应时间，以实现实时分析。点击此处了解更多信息。

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计划查询示例架构

在此示例中，我们将使用模拟 DevOps 场景的示例应用程序，用于监控大型服务器实例集的指标。用户希望对异常资源使用情况发出警报，创建汇总实例集行为和利用率的控制面板，并对近期和历史数据进行复杂分析以发现相关性。下图展示一组受监控实例向适用于 LiveAnalytics 的 Timestream 发送指标的设置。另一组并发用户会针对警报、控制面板或临时分析发起查询，此时查询与数据摄取将并行运行。

Diagram showing data flow from servers to Timestream database, with users querying for analytics.

所监控的应用程序被建模为高度可扩展的服务，部署在全球多个区域。每个区域进一步细分为多个缩放单元，其称为单元格，这些单元格在区域内部具有一定程度的基础设施隔离性。每个单元格再进一步细分为筒仓，这代表软件隔离的程度。每个筒仓包含五个微服务，这些微服务共同构成该服务的独立实例。每个微服务都包含多个服务器，这些服务器采用不同的实例类型和操作系统版本，并部署在三个可用区中。这些用于标识发出指标服务器的属性，在适用于 LiveAnalytics 的 Timestream 中建模为维度。在此架构中，我们具备维度层次结构（例如 region、cell、silo 和 microservice_name）和其他跨层次结构的维度（例如 instance_type 和 availability_zone）。

该应用程序会输出多种指标（例如 cpu_user 和 memory_free）和事件（例如 task_completed 和 gc_reclevied）。每个指标或事件都与八个维度（例如区域或单元格）相关联，这些维度唯一标识输出该指标或事件的服务器。数据以多度量记录的形式写入，其中包含 20 个指标，指标名称为 metrics；同时，5 个事件存储在另一个多度量记录中，指标名称为 events。数据模型、架构和数据生成可在开源数据生成器中找到。除架构和数据分布以外，数据生成器还提供使用多个写入器并行摄取数据的示例，使用适用于 LiveAnalytics 的 Timestream 的摄取扩展能力，每秒可摄取数百万个测量值。以下显示架构（表和度量架构）以及数据集中的一些示例数据。

多度量记录

表架构

以下是使用多度量记录摄取数据后的表架构。这是 DESCRIBE 查询的输出。假设数据已摄取到数据库 raw_data 和表 devops 中，则查询如下。

DESCRIBE "raw_data"."devops"
列 类型 适用于 LiveAnalytics 的 Timestream 属性类型
availability_zone varchar 维度
microservice_name varchar 维度
instance_name varchar 维度
process_name varchar 维度
os_version varchar 维度
jdk_version varchar 维度
单元格 varchar 维度
区域 varchar 维度
筒仓 varchar 维度
instance_type varchar 维度
measure_name varchar MEASURE_NAME
时间 timestamp TIMESTAMP
memory_free double MULTI
cpu_steal double MULTI
cpu_iowait double MULTI
cpu_user double MULTI
memory_cached double MULTI
disk_io_reads double MULTI
cpu_hi double MULTI
latency_per_read double MULTI
network_bytes_out double MULTI
cpu_idle double MULTI
disk_free double MULTI
memory_used double MULTI
cpu_system double MULTI
file_descriptors_in_use double MULTI
disk_used double MULTI
cpu_nice double MULTI
disk_io_writes double MULTI
cpu_si double MULTI
latency_per_write double MULTI
network_bytes_in double MULTI
task_end_state varchar MULTI
gc_pause double MULTI
task_completed bigint MULTI
gc_recleved double MULTI

度量架构

以下是 SHOW MEASURES 查询返回的度量架构。

SHOW MEASURES FROM "raw_data"."devops"
measure_name data_type 维度
events 多 [{"data_type":"varchar","dimension_name":"availability_zone"},{"data_type":"varchar","dimension_name":"microservice_name"},{"data_type":"varchar","dimension_name":"instance_name"},{"data_type":"varchar","dimension_name":"process_name"},{"data_type":"varchar","dimension_name":"jdk_version"},{"data_type":"varchar","dimension_name":"cell"},{"data_type":"varchar","dimension_name":"region"},{"data_type":"varchar","dimension_name":"silo"}]
指标 多 [{"data_type":"varchar","dimension_name":"availability_zone"},{"data_type":"varchar","dimension_name":"microservice_name"},{"data_type":"varchar","dimension_name":"instance_name"},{"data_type":"varchar","dimension_name":"os_version"},{"data_type":"varchar","dimension_name":"cell"},{"data_type":"varchar","dimension_name":"region"},{"data_type":"varchar","dimension_name":"silo"},{"data_type":"varchar","dimension_name":"instance_type"}]

示例数据

区域 单元格 筒仓 availability_zone microservice_name instance_name instance_type os_version process_name jdk_version measure_name Time cpu_user cpu_system cpu_idle cpu_steal cpu_iowait cpu_nice cpu_hi cpu_si memory_used memory_cached disk_io_reads latency_per_read disk_io_writes latency_per_write disk_used disk_free network_bytes_in network_bytes_out file_descriptors_in_use memory_free task_end_state gc_pause task_completed gc_recleved
us-east-2 us-east-2-cell-1 us-east-2-cell-1-silo-2 us-east-2-1 athena i-zaZswmJk-athena-us-east-2-cell-1-silo-2-00000216.amazonaws.com m5.8xlarge AL2012 指标 11/12/2021 12:43 62.8 0.408 34.2 0.972 0.0877 0.103 0.567 0.844 57.6 88.9 52.6 91.9 31.7 2.25 63.5 29.2 85.3 49.8 32.3 57.6
us-east-2 us-east-2-cell-1 us-east-2-cell-1-silo-2 us-east-2-1 athena i-zaZswmJk-athena-us-east-2-cell-1-silo-2-00000216.amazonaws.com m5.8xlarge AL2012 指标 11/12/2021 12:41 56 0.923 39.9 0.799 0.532 0.655 0.851 0.317 90.5 31.9 56.6 37.1 25 93.3 52.2 33.1 7.14 53.7 65.9 20.4
us-east-2 us-east-2-cell-1 us-east-2-cell-1-silo-2 us-east-2-1 athena i-zaZswmJk-athena-us-east-2-cell-1-silo-2-00000216.amazonaws.com m5.8xlarge AL2012 指标 11/12/2021 12:39 48.5 0.801 48.2 0.18 0.943 0.0316 0.844 0.54 97.4 41.4 55.1 32.7 86.2 33.7 72.7 61.5 80.8 5.15 44.3 8.5
us-east-2 us-east-2-cell-1 us-east-2-cell-1-silo-2 us-east-2-1 athena i-zaZswmJk-athena-us-east-2-cell-1-silo-2-00000216.amazonaws.com m5.8xlarge AL2012 指标 11/12/2021 12:38 37.5 0.723 58.8 0.317 0.608 0.859 0.791 0.393 4.84 78.9 20.3 41.4 46.8 3.87 84.6 60.6 21.1 11.8 2.76 10
us-east-2 us-east-2-cell-1 us-east-2-cell-1-silo-2 us-east-2-1 athena i-zaZswmJk-athena-us-east-2-cell-1-silo-2-00000216.amazonaws.com m5.8xlarge AL2012 指标 11/12/2021 12:36 58 0.786 38.7 0.219 0.436 0.829 0.331 0.734 51 36.8 81.8 50.5 77.9 17.8 82.3 64 7.69 66.5 56.2 31.3
us-east-2 us-east-2-cell-1 us-east-2-cell-1-silo-2 us-east-2-1 athena i-zaZswmJk-athena-us-east-2-cell-1-silo-2-00000216.amazonaws.com host_manager JDK_8 events 11/12/2021 12:43 75.8 SUCCESS_WITH_NO_RESULT 85.5 348 64.8
us-east-2 us-east-2-cell-1 us-east-2-cell-1-silo-2 us-east-2-1 athena i-zaZswmJk-athena-us-east-2-cell-1-silo-2-00000216.amazonaws.com host_manager JDK_8 events 11/12/2021 12:41 7.47 SUCCESS_WITH_RESULT 22.8 42 7.45
us-east-2 us-east-2-cell-1 us-east-2-cell-1-silo-2 us-east-2-1 athena i-zaZswmJk-athena-us-east-2-cell-1-silo-2-00000216.amazonaws.com host_manager JDK_8 events 11/12/2021 12:39 64.1 SUCCESS_WITH_RESULT 6.77 249 72.3
us-east-2 us-east-2-cell-1 us-east-2-cell-1-silo-2 us-east-2-1 athena i-zaZswmJk-athena-us-east-2-cell-1-silo-2-00000216.amazonaws.com host_manager JDK_8 events 11/12/2021 12:38 23 SUCCESS_WITH_RESULT 53.3 138 99
us-east-2 us-east-2-cell-1 us-east-2-cell-1-silo-2 us-east-2-1 athena i-zaZswmJk-athena-us-east-2-cell-1-silo-2-00000216.amazonaws.com host_manager JDK_8 events 11/12/2021 12:36 39.4 SUCCESS_WITH_NO_RESULT 79.6 254 82.9

单度量记录

适用于 LiveAnalytics 的 Timestream 还允许您以每条时间序列记录对应一个度量的方式摄取数据。以下是使用单度量记录进行摄取时的架构详细信息。

表架构

以下是使用多度量记录摄取数据后的表架构。这是 DESCRIBE 查询的输出。假设数据已摄取到数据库 raw_data 和表 devops 中，则查询如下。

DESCRIBE "raw_data"."devops_single"
列 类型 适用于 LiveAnalytics 的 Timestream 属性类型
availability_zone varchar 维度
microservice_name varchar 维度
instance_name varchar 维度
process_name varchar 维度
os_version varchar 维度
jdk_version varchar 维度
单元格 varchar 维度
区域 varchar 维度
筒仓 varchar 维度
instance_type varchar 维度
measure_name varchar MEASURE_NAME
时间 timestamp TIMESTAMP
measure_value::double double MEASURE_VALUE
measure_value::bigint bigint MEASURE_VALUE
measure_value::varchar varchar MEASURE_VALUE

度量架构

以下是 SHOW MEASURES 查询返回的度量架构。

SHOW MEASURES FROM "raw_data"."devops_single"
measure_name data_type 维度
cpu_hi double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}]
cpu_idle double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}]
cpu_iowait double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}]
cpu_nice double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}]
cpu_si double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}]
cpu_steal double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}]
cpu_system double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}]
cpu_user double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}]
disk_free double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}]
disk_io_reads double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}]
disk_io_writes double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}]
disk_used double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}]
file_descriptors_in_use double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}]
gc_pause double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'process_name', 'data_type': 'varchar'}, {'dimension_name': 'jdk_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}]
gc_recleved double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'process_name', 'data_type': 'varchar'}, {'dimension_name': 'jdk_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}]
latency_per_read double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}]
latency_per_write double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}]
memory_cached double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}]
memory_free double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'process_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'jdk_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}]
memory_used double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}]
network_bytes_in double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}]
network_bytes_out double [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}]
task_completed bigint [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'process_name', 'data_type': 'varchar'}, {'dimension_name': 'jdk_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}]
task_end_state varchar [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'process_name', 'data_type': 'varchar'}, {'dimension_name': 'jdk_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}]

示例数据

availability_zone microservice_name instance_name process_name os_version jdk_version 单元格 区域 筒仓 instance_type measure_name Time measure_value::double measure_value::bigint measure_value::varchar
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com AL2012 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 r5.4xlarge cpu_hi 34:57.2 0.87169
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com AL2012 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 r5.4xlarge cpu_idle 34:57.2 3.46266
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com AL2012 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 r5.4xlarge cpu_iowait 34:57.2 0.10226
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com AL2012 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 r5.4xlarge cpu_nice 34:57.2 0.63013
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com AL2012 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 r5.4xlarge cpu_si 34:57.2 0.16441
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com AL2012 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 r5.4xlarge cpu_steal 34:57.2 0.10729
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com AL2012 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 r5.4xlarge cpu_system 34:57.2 0.45709
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com AL2012 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 r5.4xlarge cpu_user 34:57.2 94.20448
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com AL2012 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 r5.4xlarge disk_free 34:57.2 72.51895
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com AL2012 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 r5.4xlarge disk_io_reads 34:57.2 81.73383
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com AL2012 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 r5.4xlarge disk_io_writes 34:57.2 77.11665
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com AL2012 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 r5.4xlarge disk_used 34:57.2 89.42235
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com AL2012 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 r5.4xlarge file_descriptors_in_use 34:57.2 30.08254
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com server JDK_8 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 gc_pause 34:57.2 60.28679
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com server JDK_8 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 gc_recleved 34:57.2 75.28839
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com AL2012 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 r5.4xlarge latency_per_read 34:57.2 8.07605
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com AL2012 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 r5.4xlarge latency_per_write 34:57.2 58.11223
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com AL2012 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 r5.4xlarge memory_cached 34:57.2 87.56481
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com server JDK_8 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 memory_free 34:57.2 18.95768
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com AL2012 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 r5.4xlarge memory_free 34:57.2 97.20523
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com AL2012 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 r5.4xlarge memory_used 34:57.2 12.37723
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com AL2012 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 r5.4xlarge network_bytes_in 34:57.2 31.02065
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com AL2012 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 r5.4xlarge network_bytes_out 34:57.2 0.51424
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com server JDK_8 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 task_completed 34:57.2 69
eu-west-1-1 hercules i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com server JDK_8 eu-west-1-cell-9 eu-west-1 eu-west-1-cell-9-silo-2 task_end_state 34:57.2 SUCCESS_WITH_RESULT