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# AWS Resilience Hub 복원력 평가 실행 및 관리
<a name="running-app-using-api"></a>

새 버전의 애플리케이션을 게시한 후에는 새 복원력 평가를 실행하고 결과를 분석하여 애플리케이션이 복원력 정책에 정의된 예상 워크로드 RTO와 예상 RPO를 충족하는지 확인해야 합니다. 평가에서는 각 애플리케이션 구성 요소 구성을 정책과 비교하고 경보, SOP 및 테스트 권장 사항을 제시합니다.

자세한 내용은 다음 항목을 참조하세요.
+ [AWS Resilience Hub 복원력 평가 실행 및 모니터링](#run-assess-analyze-using-api)
+ [평가 결과 검사](#run-assessment-using-api)

## AWS Resilience Hub 복원력 평가 실행 및 모니터링
<a name="run-assess-analyze-using-api"></a>

에서 복원력 평가를 실행 AWS Resilience Hub 하고 상태를 모니터링하려면 다음 APIs를 사용해야 합니다.
+ `StartAppAssessment` – 이 API는 애플리케이션에 대한 새 평가를 생성합니다. 이 API에 대한 자세한 내용은 [https://docs.aws.amazon.com/resilience-hub/latest/APIReference/API_StartAppAssessment.html](https://docs.aws.amazon.com/resilience-hub/latest/APIReference/API_StartAppAssessment.html) 단원을 참조하세요.
+ `DescribeAppAssessment` – 이 API는 애플리케이션에 대한 평가를 설명하고 평가 완료 상태를 제공합니다. 이 API에 대한 자세한 내용은 [https://docs.aws.amazon.com/resilience-hub/latest/APIReference/API_DescribeAppAssessment.html](https://docs.aws.amazon.com/resilience-hub/latest/APIReference/API_DescribeAppAssessment.html) 단원을 참조하세요.

다음 예제는 AWS Resilience Hub 에서 `StartAppAssessment` API 사용 시 새 평가 실행을 시작하는 방법을 보여줍니다.

### 요청
<a name="start-app-assessment-req"></a>

```
aws resiliencehub start-app-assessment \
--app-arn <App_ARN> \
--app-version release \
--assessment-name first-assessment
```

### 응답
<a name="start-app-assessment-res"></a>

```
{
    "assessment": {
        "appArn": "<App_ARN>",
        "appVersion": "release",
        "invoker": "User",
        "assessmentStatus": "Pending",
        "startTime": "2022-10-27T08:15:10.452000+03:00",
        "assessmentName": "first-assessment",
        "assessmentArn": "<Assessment_ARN>",
        "policy": {
            "policyArn": "<Policy_ARN>",
            "policyName": "newPolicy",
            "dataLocationConstraint": "AnyLocation",
            "policy": {
                "AZ": {
                    "rtoInSecs": 172800,
                    "rpoInSecs": 86400
                },
                "Hardware": {
                    "rtoInSecs": 172800,
                    "rpoInSecs": 86400
                },
                "Software": {
                    "rtoInSecs": 172800,
                    "rpoInSecs": 86400
                }
            }
        },
        "tags": {}
    }
}
```

다음 예제는 AWS Resilience Hub 에서 `DescribeAppAssessment` API 사용 시 평가 상태를 모니터링하는 방법을 보여줍니다. `assessmentStatus` 변수에서 평가 상태를 추출할 수 있습니다.

### 요청
<a name="app-monitor-status-req"></a>

```
aws resiliencehub describe-app-assessment \
--assessment-arn <Assessment_ARN>
```

### 응답
<a name="app-monitor-status-res"></a>

```
{
    "assessment": {
        "appArn": "<App_ARN>",
        "appVersion": "release",
        "cost": {
            "amount": 0.0,
            "currency": "USD",
            "frequency": "Monthly"
        },
        "resiliencyScore": {
            "score": 0.27,
            "disruptionScore": {
                "AZ": 0.42,
                "Hardware": 0.0,
                "Region": 0.0,
                "Software": 0.38
            }
        },
        "compliance": {
            "AZ": {
                "achievableRtoInSecs": 0,
                "currentRtoInSecs": 4500,
                "currentRpoInSecs": 86400,
                "complianceStatus": "PolicyMet",
                "achievableRpoInSecs": 0
            },
            "Hardware": {
                "achievableRtoInSecs": 0,
                "currentRtoInSecs": 2595601,
                "currentRpoInSecs": 2592001,
                "complianceStatus": "PolicyBreached",
                "achievableRpoInSecs": 0
            },
            "Software": {
                "achievableRtoInSecs": 0,
                "currentRtoInSecs": 4500,
                "currentRpoInSecs": 86400,
                "complianceStatus": "PolicyMet",
                "achievableRpoInSecs": 0
            }
        },
        "complianceStatus": "PolicyBreached",
        "assessmentStatus": "Success",
        "startTime": "2022-10-27T08:15:10.452000+03:00",
        "endTime": "2022-10-27T08:15:31.883000+03:00",
        "assessmentName": "first-assessment",
        "assessmentArn": "<Assessment_ARN>",
        "policy": {
            "policyArn": "<Policy_ARN>",
            "policyName": "newPolicy",
            "dataLocationConstraint": "AnyLocation",
            "policy": {
                "AZ": {
                    "rtoInSecs": 172800,
                    "rpoInSecs": 86400
                },
                "Hardware": {
                    "rtoInSecs": 172800,
                    "rpoInSecs": 86400
                },
                "Software": {
                    "rtoInSecs": 172800,
                    "rpoInSecs": 86400
                }
            }
        },
        "tags": {}
    }
}
```

## 평가 결과 검사
<a name="run-assessment-using-api"></a>

평가가 성공적으로 완료되면 다음 API를 사용하여 평가 결과를 검토할 수 있습니다.
+ `DescribeAppAssessment` – 이 API를 사용하면 복원력 정책을 기준으로 애플리케이션의 현재 상태를 추적할 수 있습니다. 또한 `complianceStatus` 변수에서 규정 준수 상태를 추출하고 `resiliencyScore` 구조에서 각 중단 유형에 대한 복원력 점수를 추출할 수도 있습니다. 이 API에 대한 자세한 내용은 [https://docs.aws.amazon.com/resilience-hub/latest/APIReference/API_DescribeAppAssessment.html](https://docs.aws.amazon.com/resilience-hub/latest/APIReference/API_DescribeAppAssessment.html) 단원을 참조하세요.
+ `ListAlarmRecommendations` – 이 API를 사용하면 평가의 Amazon 리소스 이름(ARN)을 사용해 경보 권장 사항을 얻을 수 있습니다. 이 API에 대한 자세한 내용은 [https://docs.aws.amazon.com/resilience-hub/latest/APIReference/API_ListAlarmRecommendations.html](https://docs.aws.amazon.com/resilience-hub/latest/APIReference/API_ListAlarmRecommendations.html) 단원을 참조하세요.
**참고**  
SOP 및 FIS 테스트 권장 사항을 얻으려면 `ListSopRecommendations` 및 `ListTestRecommendations` API를 사용합니다.

다음 예제는 `ListAlarmRecommendations` API를 사용하는 평가의 Amazon 리소스 이름(ARN)을 사용하여 경보 권장 사항을 얻는 방법을 보여줍니다.

**참고**  
SOP 및 FIS 테스트 권장 사항을 얻으려면 `ListSopRecommendations` 또는 `ListTestRecommendations` 중 하나로 바꿉니다.

### 요청
<a name="app-alarm-recomm-req"></a>

```
aws resiliencehub list-alarm-recommendations \
--assessment-arn <Assessment_ARN>
```

### 응답
<a name="app-alarm-recomm-res"></a>

```
{
    "alarmRecommendations": [
        {
            "recommendationId": "78ece7f8-c776-499e-baa8-b35f5e8b8ba2",
            "referenceId": "app_common:alarm:synthetic_canary:2021-04-01",
            "name": "AWSResilienceHub-SyntheticCanaryInRegionAlarm_2021-04-01",
            "description": "A monitor for the entire application, configured to constantly verify that the application API/endpoints are available",
            "type": "Metric",
            "appComponentName": "appcommon",
            "items": [
                {
                    "resourceId": "us-west-2",
                    "targetAccountId": "12345678901",
                    "targetRegion": "us-west-2",
                    "alreadyImplemented": false
                }
            ],
            "prerequisite": "Make sure Amazon CloudWatch Synthetics is setup to monitor the application (see the <a href=\"https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/CloudWatch_Synthetics_Canaries.html\" target=\"_blank\">docs</a>). \nMake sure that the Synthetics Name passed in the alarm dimension matches the name of the Synthetic Canary. It Defaults to the name of the application.\n"
        },
        {
            "recommendationId": "d9c72c58-8c00-43f0-ad5d-0c6e5332b84b",
            "referenceId": "efs:alarm:percent_io_limit:2020-04-01",
            "name": "AWSResilienceHub-EFSHighIoAlarm_2020-04-01",
            "description": "An alarm by AWS Resilience Hub that reports when Amazon EFS I/O load is more than 90% for too much time",
            "type": "Metric",
            "appComponentName": "storageappcomponent-rlb",
            "items": [
                {
                    "resourceId": "fs-0487f945c02f17b3e",
                    "targetAccountId": "12345678901",
                    "targetRegion": "us-west-2",
                    "alreadyImplemented": false
                }
            ]
        },
        {
            "recommendationId": "09f340cd-3427-4f66-8923-7f289d4a3216",
            "referenceId": "efs:alarm:mount_failure:2020-04-01",
            "name": "AWSResilienceHub-EFSMountFailureAlarm_2020-04-01",
            "description": "An alarm by AWS Resilience Hub that reports when volume failed to mount to EC2 instance",
            "type": "Metric",
            "appComponentName": "storageappcomponent-rlb",
            "items": [
                {
                    "resourceId": "fs-0487f945c02f17b3e",
                    "targetAccountId": "12345678901",
                    "targetRegion": "us-west-2",
                    "alreadyImplemented": false
                }
            ],
            "prerequisite": "* Make sure Amazon EFS utils are installed(see the <a href=\"https://github.com/aws/efs-utils#installation\" target=\"_blank\">docs</a>).\n* Make sure cloudwatch logs are enabled in efs-utils (see the <a href=\"https://github.com/aws/efs-utils#step-2-enable-cloudwatch-log-feature-in-efs-utils-config-file-etcamazonefsefs-utilsconf\" target=\"_blank\">docs</a>).\n* Make sure that you've configured `log_group_name` in `/etc/amazon/efs/efs-utils.conf`, for example: `log_group_name = /aws/efs/utils`.\n* Use the created `log_group_name` in the generated alarm. Find `LogGroupName: REPLACE_ME` in the alarm and make sure the `log_group_name` is used instead of REPLACE_ME.\n"
        },
        {
            "recommendationId": "b0f57d2a-1220-4f40-a585-6dab1e79cee2",
            "referenceId": "efs:alarm:client_connections:2020-04-01",
            "name": "AWSResilienceHub-EFSHighClientConnectionsAlarm_2020-04-01",
            "description": "An alarm by AWS Resilience Hub that reports when client connection number deviation is over the specified threshold",
            "type": "Metric",
            "appComponentName": "storageappcomponent-rlb",
            "items": [
                {
                    "resourceId": "fs-0487f945c02f17b3e",
                    "targetAccountId": "12345678901",
                    "targetRegion": "us-west-2",
                    "alreadyImplemented": false
                }
            ]
        },
        {
            "recommendationId": "15f49b10-9bac-4494-b376-705f8da252d7",
            "referenceId": "rds:alarm:health-storage:2020-04-01",
            "name": "AWSResilienceHub-RDSInstanceLowStorageAlarm_2020-04-01",
            "description": "Reports when database free storage is low",
            "type": "Metric",
            "appComponentName": "databaseappcomponent-hji",
            "items": [
                {
                    "resourceId": "terraform-20220623141426115800000001",
                    "targetAccountId": "12345678901",
                    "targetRegion": "us-west-2",
                    "alreadyImplemented": false
                }
            ]
        },
        {
            "recommendationId": "c1906101-cea8-4f77-be7b-60abb07621f5",
            "referenceId": "rds:alarm:health-connections:2020-04-01",
            "name": "AWSResilienceHub-RDSInstanceConnectionSpikeAlarm_2020-04-01",
            "description": "Reports when database connection count is anomalous",
            "type": "Metric",
            "appComponentName": "databaseappcomponent-hji",
            "items": [
                {
                    "resourceId": "terraform-20220623141426115800000001",
                    "targetAccountId": "12345678901",
                    "targetRegion": "us-west-2",
                    "alreadyImplemented": false
                }
            ]
        },
        {
            "recommendationId": "f169b8d4-45c1-4238-95d1-ecdd8d5153fe",
            "referenceId": "rds:alarm:health-cpu:2020-04-01",
            "name": "AWSResilienceHub-RDSInstanceOverUtilizedCpuAlarm_2020-04-01",
            "description": "Reports when database used CPU is high",
            "type": "Metric",
            "appComponentName": "databaseappcomponent-hji",
            "items": [
                {
                    "resourceId": "terraform-20220623141426115800000001",
                    "targetAccountId": "12345678901",
                    "targetRegion": "us-west-2",
                    "alreadyImplemented": false
                }
            ]
        },
        {
            "recommendationId": "69da8459-cbe4-4ba1-a476-80c7ebf096f0",
            "referenceId": "rds:alarm:health-memory:2020-04-01",
            "name": "AWSResilienceHub-RDSInstanceLowMemoryAlarm_2020-04-01",
            "description": "Reports when database free memory is low",
            "type": "Metric",
            "appComponentName": "databaseappcomponent-hji",
            "items": [
                {
                    "resourceId": "terraform-20220623141426115800000001",
                    "targetAccountId": "12345678901",
                    "targetRegion": "us-west-2",
                    "alreadyImplemented": false
                }
            ]
        },
        {
            "recommendationId": "67e7902a-f658-439e-916b-251a57b97c8a",
            "referenceId": "ecs:alarm:health-service_cpu_utilization:2020-04-01",
            "name": "AWSResilienceHub-ECSServiceHighCpuUtilizationAlarm_2020-04-01",
            "description": "An alarm by AWS Resilience Hub that triggers when CPU utilization of ECS tasks of Service exceeds the threshold",
            "type": "Metric",
            "appComponentName": "computeappcomponent-nrz",
            "items": [
                {
                    "resourceId": "aws_ecs_service_terraform-us-east-1-demo",
                    "targetAccountId": "12345678901",
                    "targetRegion": "us-west-2",
                    "alreadyImplemented": false
                }
            ]
        },
        {
            "recommendationId": "fb30cb91-1f09-4abd-bd2e-9e8ee8550eb0",
            "referenceId": "ecs:alarm:health-service_memory_utilization:2020-04-01",
            "name": "AWSResilienceHub-ECSServiceHighMemoryUtilizationAlarm_2020-04-01",
            "description": "An alarm by AWS Resilience Hub for Amazon ECS that indicates if the percentage of memory that is used in the service, is exceeding specified threshold limit",
            "type": "Metric",
            "appComponentName": "computeappcomponent-nrz",
            "items": [
                {
                    "resourceId": "aws_ecs_service_terraform-us-east-1-demo",
                    "targetAccountId": "12345678901",
                    "targetRegion": "us-west-2",
                    "alreadyImplemented": false
                }
            ]
        },
        {
            "recommendationId": "1bd45a8e-dd58-4a8e-a628-bdbee234efed",
            "referenceId": "ecs:alarm:health-service_sample_count:2020-04-01",
            "name": "AWSResilienceHub-ECSServiceSampleCountAlarm_2020-04-01",
            "description": "An alarm by AWS Resilience Hub for Amazon ECS that triggers if the count of tasks isn't equal Service Desired Count",
            "type": "Metric",
            "appComponentName": "computeappcomponent-nrz",
            "items": [
                {
                    "resourceId": "aws_ecs_service_terraform-us-east-1-demo",
                    "targetAccountId": "12345678901",
                    "targetRegion": "us-west-2",
                    "alreadyImplemented": false
                }
            ],
            "prerequisite": "Make sure the Container Insights on Amazon ECS is enabled: (see the <a href=\"https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/deploy-container-insights-ECS-cluster.html\" target=\"_blank\">docs</a>)."
        }
    ]
}
```

다음 예제는 `ListAppComponentRecommendations` API를 사용하여 구성 권장 사항 현재 복원력을 개선하는 방법에 대한 권장 사항)을 얻는 방법을 보여줍니다.

### 요청
<a name="config-recomm-req"></a>

```
aws resiliencehub list-app-component-recommendations \
--assessment-arn <Assessment_ARN>
```

### 응답
<a name="config-recomm-res"></a>

```
{
    "componentRecommendations": [
        {
            "appComponentName": "computeappcomponent-nrz",
            "recommendationStatus": "MetCanImprove",
            "configRecommendations": [
                {
                    "cost": {
                        "amount": 0.0,
                        "currency": "USD",
                        "frequency": "Monthly"
                },
                    "appComponentName": "computeappcomponent-nrz",
                    "recommendationCompliance": {
                        "AZ": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 1800,
                            "expectedRtoDescription": " Estimated time to restore cluster with volumes. (Estimate is based on averages, real time restore may vary).",
                            "expectedRpoInSecs": 86400,
                            "expectedRpoDescription": "Based on the frequency of the backups"
                        },
                        "Hardware": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 1800,
                            "expectedRtoDescription": " Estimated time to restore cluster with volumes. (Estimate is based on averages, real time restore may vary).",
                            "expectedRpoInSecs": 86400,
                            "expectedRpoDescription": "Based on the frequency of the backups"
                        },
                        "Software": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 1800,
                            "expectedRtoDescription": " Estimated time to restore cluster with volumes. (Estimate is based on averages, real time restore may vary).",
                            "expectedRpoInSecs": 86400,
                            "expectedRpoDescription": "Based on the frequency of the backups"
                        }
                    },
                    "optimizationType": "LeastCost",
                    "description": "Current Configuration",
                    "suggestedChanges": [],
                    "haArchitecture": "BackupAndRestore",
                    "referenceId": "original"
                },
                {
                    "cost": {
                        "amount": 0.0,
                        "currency": "USD",
                        "frequency": "Monthly"
                    },
                    "appComponentName": "computeappcomponent-nrz",
                    "recommendationCompliance": {
                        "AZ": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 1800,
                            "expectedRtoDescription": " Estimated time to restore cluster with volumes. (Estimate is based on averages, real time restore may vary).",
                            "expectedRpoInSecs": 86400,
                            "expectedRpoDescription": "Based on the frequency of the backups"
                        },
                        "Hardware": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 1800,
                            "expectedRtoDescription": " Estimated time to restore cluster with volumes. (Estimate is based on averages, real time restore may vary).",
                            "expectedRpoInSecs": 86400,
                            "expectedRpoDescription": "Based on the frequency of the backups"
                        },
                        "Software": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 1800,
                            "expectedRtoDescription": " Estimated time to restore cluster with volumes. (Estimate is based on averages, real time restore may vary).",
                            "expectedRpoInSecs": 86400,
                            "expectedRpoDescription": "Based on the frequency of the backups"
                        }
                    },
                    "optimizationType": "LeastChange",
                    "description": "Current Configuration",
                    "suggestedChanges": [],
                    "haArchitecture": "BackupAndRestore",
                    "referenceId": "original"
                },
                {
                    "cost": {
                        "amount": 14.74,
                        "currency": "USD",
                        "frequency": "Monthly"
                    },
                    "appComponentName": "computeappcomponent-nrz",
                    "recommendationCompliance": {
                        "AZ": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 0,
                            "expectedRtoDescription": "No expected downtime. You're launching using EC2, with DesiredCount > 1 in multiple AZs and CapacityProviders with MinSize > 1",
                            "expectedRpoInSecs": 0,
                            "expectedRpoDescription": "ECS Service state is saved on Amazon EFS file system. No data loss is expected as objects are be stored in multiple AZs."
                        },
                        "Hardware": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 0,
                            "expectedRtoDescription": "No expected downtime. You're launching using EC2, with DesiredCount > 1 and CapacityProviders with MinSize > 1",
                            "expectedRpoInSecs": 0,
                            "expectedRpoDescription": "ECS Service state is saved on Amazon EFS file system. No data loss is expected as objects are be stored in multiple AZs."
                        },
                        "Software": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 1800,
                            "expectedRtoDescription": " Estimated time to restore cluster with volumes. (Estimate is based on averages, real time restore may vary).",
                            "expectedRpoInSecs": 86400,
                            "expectedRpoDescription": "Based on the frequency of the backups"
                        }
                    },
                    "optimizationType": "BestAZRecovery",
                    "description": "Stateful Amazon ECS service with launch type Amazon EC2 and Amazon EFS storage, deployed in multiple AZs. AWS Backup is used to backup Amazon EFS and copy snapshots in-Region.",
                    "suggestedChanges": [
                        "Add AWS Auto Scaling Groups and Capacity Providers in multiple AZs",
                        "Change desired count of the setup",
                        "Remove Amazon EBS volume"
                    ],
                    "haArchitecture": "BackupAndRestore",
                    "referenceId": "ecs:config:ec2-multi_az-efs-backups:2022-02-16"
                }
            ]
        },
        {
            "appComponentName": "databaseappcomponent-hji",
            "recommendationStatus": "MetCanImprove",
            "configRecommendations": [
                {
                    "cost": {
                        "amount": 0.0,
                        "currency": "USD",
                        "frequency": "Monthly"
                    },
                    "appComponentName": "databaseappcomponent-hji",
                    "recommendationCompliance": {
                        "AZ": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 1800,
                            "expectedRtoDescription": "Estimated time to restore from an RDS backup. (Estimates are averages based on size, real time may vary greatly from estimate).",
                            "expectedRpoInSecs": 86400,
                            "expectedRpoDescription": "Estimate based on the backup schedule. (Estimates are calculated from backup schedule, real time restore may vary)."
                        },
                        "Hardware": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 1800,
                            "expectedRtoDescription": "Estimated time to restore from snapshot. (Estimates are averages based on size, real time may vary greatly from estimate).",
                            "expectedRpoInSecs": 86400,
                            "expectedRpoDescription": "Estimate based on the backup schedule. (Estimates are calculated from backup schedule, real time restore may vary)."
                        },
                        "Software": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 1800,
                            "expectedRtoDescription": "Estimated time to restore from snapshot. (Estimates are averages based on size, real time may vary greatly from estimate).",
                            "expectedRpoInSecs": 86400,
                            "expectedRpoDescription": "Estimate based on the backup schedule. (Estimates are calculated from backup schedule, real time restore may vary)."
                        }
                    },
                    "optimizationType": "LeastCost",
                    "description": "Current Configuration",
                    "suggestedChanges": [],
                    "haArchitecture": "BackupAndRestore",
                    "referenceId": "original"
                },
                {
                    "cost": {
                        "amount": 0.0,
                        "currency": "USD",
                        "frequency": "Monthly"
                    },
                    "appComponentName": "databaseappcomponent-hji",
                    "recommendationCompliance": {
                        "AZ": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 1800,
                            "expectedRtoDescription": "Estimated time to restore from an RDS backup. (Estimates are averages based on size, real time may vary greatly from estimate).",
                            "expectedRpoInSecs": 86400,
                            "expectedRpoDescription": "Estimate based on the backup schedule. (Estimates are calculated from backup schedule, real time restore may vary)."
                        },
                        "Hardware": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 1800,
                            "expectedRtoDescription": "Estimated time to restore from snapshot. (Estimates are averages based on size, real time may vary greatly from estimate).",
                            "expectedRpoInSecs": 86400,
                            "expectedRpoDescription": "Estimate based on the backup schedule. (Estimates are calculated from backup schedule, real time restore may vary)."
                        },
                        "Software": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 1800,
                            "expectedRtoDescription": "Estimated time to restore from snapshot. (Estimates are averages based on size, real time may vary greatly from estimate).",
                            "expectedRpoInSecs": 86400,
                            "expectedRpoDescription": "Estimate based on the backup schedule. (Estimates are calculated from backup schedule, real time restore may vary)."
                        }
                    },
                    "optimizationType": "LeastChange",
                    "description": "Current Configuration",
                    "suggestedChanges": [],
                    "haArchitecture": "BackupAndRestore",
                    "referenceId": "original"
                },
                {
                    "cost": {
                        "amount": 76.73,
                        "currency": "USD",
                        "frequency": "Monthly"
                    },
                    "appComponentName": "databaseappcomponent-hji",
                    "recommendationCompliance": {
                        "AZ": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 120,
                            "expectedRtoDescription": "Estimated time to promote a secondary instance.",
                            "expectedRpoInSecs": 0,
                            "expectedRpoDescription": "Aurora data is automatically replicated across multiple Availability Zones in a Region."
                        },
                        "Hardware": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 120,
                            "expectedRtoDescription": "Estimated time to promote a secondary instance.",
                            "expectedRpoInSecs": 0,
                            "expectedRpoDescription": "Aurora data is automatically replicated across multiple Availability Zones in a Region."
                        },
                        "Software": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 900,
                            "expectedRtoDescription": "Estimate time to backtrack to a stable state.",
                            "expectedRpoInSecs": 300,
                            "expectedRpoDescription": "Estimate for latest restorable time for point in time recovery."
                        }
                    },
                    "optimizationType": "BestAZRecovery",
                    "description": "Aurora database cluster with one read replica, with backtracking window of 24 hours.",
                    "suggestedChanges": [
                        "Add read replica in the same Region",
                        "Change DB instance to a supported class (db.t3.small)",
                        "Change to Aurora",
                        "Enable cluster backtracking",
                        "Enable instance backup with retention period 7"
                    ],
                    "haArchitecture": "WarmStandby",
                    "referenceId": "rds:config:aurora-backtracking"
                }
            ]
        },
        {
            "appComponentName": "storageappcomponent-rlb",
            "recommendationStatus": "BreachedUnattainable",
            "configRecommendations": [
                {
                    "cost": {
                        "amount": 0.0,
                        "currency": "USD",
                        "frequency": "Monthly"
                    },
                    "appComponentName": "storageappcomponent-rlb",
                    "recommendationCompliance": {
                        "AZ": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 0,
                            "expectedRtoDescription": "No data loss in your system",
                            "expectedRpoInSecs": 0,
                            "expectedRpoDescription": "No data loss in your system"
                        },
                        "Hardware": {
                            "expectedComplianceStatus": "PolicyBreached",
                            "expectedRtoInSecs": 2592001,
                            "expectedRtoDescription": "No recovery option configured",
                            "expectedRpoInSecs": 2592001,
                            "expectedRpoDescription": "No recovery option configured"
                        },
                        "Software": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 900,
                            "expectedRtoDescription": "Time to recover Amazon EFS from backup. (Estimate is based on averages, real time restore may vary).",
                            "expectedRpoInSecs": 86400,
                            "expectedRpoDescription": "Recovery Point Objective for Amazon EFS from backups, derived from backup frequency"
                        }
                    },
                    "optimizationType": "BestAZRecovery",
                    "description": "Amazon EFS with backups configured",
                    "suggestedChanges": [
                        "Add additional availability zone"
                    ],
                    "haArchitecture": "MultiSite",
                    "referenceId": "efs:config:with_backups:2020-04-01"
                },
                {
                    "cost": {
                        "amount": 0.0,
                        "currency": "USD",
                        "frequency": "Monthly"
                    },
                    "appComponentName": "storageappcomponent-rlb",
                    "recommendationCompliance": {
                        "AZ": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 0,
                            "expectedRtoDescription": "No data loss in your system",
                            "expectedRpoInSecs": 0,
                            "expectedRpoDescription": "No data loss in your system"
                        },
                        "Hardware": {
                            "expectedComplianceStatus": "PolicyBreached",
                            "expectedRtoInSecs": 2592001,
                            "expectedRtoDescription": "No recovery option configured",
                            "expectedRpoInSecs": 2592001,
                            "expectedRpoDescription": "No recovery option configured"
                        },
                        "Software": {
                            "expectedComplianceStatus": "PolicyMet",
                            "expectedRtoInSecs": 900,
                            "expectedRtoDescription": "Time to recover Amazon EFS from backup. (Estimate is based on averages, real time restore may vary).",
                            "expectedRpoInSecs": 86400,
                            "expectedRpoDescription": "Recovery Point Objective for Amazon EFS from backups, derived from backup frequency"
                        }
                    },
                    "optimizationType": "BestAttainable",
                    "description": "Amazon EFS with backups configured",
                    "suggestedChanges": [
                        "Add additional availability zone"
                    ],
                    "haArchitecture": "MultiSite",
                    "referenceId": "efs:config:with_backups:2020-04-01"
                }
            ]
        }
    ]
}
```