Compute
Elastic Cloud Server
Huawei Cloud Flexus
Bare Metal Server
Auto Scaling
Image Management Service
Dedicated Host
FunctionGraph
Cloud Phone Host
Huawei Cloud EulerOS
Networking
Virtual Private Cloud
Elastic IP
Elastic Load Balance
NAT Gateway
Direct Connect
Virtual Private Network
VPC Endpoint
Cloud Connect
Enterprise Router
Enterprise Switch
Global Accelerator
Management & Governance
Cloud Eye
Identity and Access Management
Cloud Trace Service
Resource Formation Service
Tag Management Service
Log Tank Service
Config
OneAccess
Resource Access Manager
Simple Message Notification
Application Performance Management
Application Operations Management
Organizations
Optimization Advisor
IAM Identity Center
Cloud Operations Center
Resource Governance Center
Migration
Server Migration Service
Object Storage Migration Service
Cloud Data Migration
Migration Center
Cloud Ecosystem
KooGallery
Partner Center
User Support
My Account
Billing Center
Cost Center
Resource Center
Enterprise Management
Service Tickets
HUAWEI CLOUD (International) FAQs
ICP Filing
Support Plans
My Credentials
Customer Operation Capabilities
Partner Support Plans
Professional Services
Analytics
MapReduce Service
Data Lake Insight
CloudTable Service
Cloud Search Service
Data Lake Visualization
Data Ingestion Service
GaussDB(DWS)
DataArts Studio
Data Lake Factory
DataArts Lake Formation
IoT
IoT Device Access
Others
Product Pricing Details
System Permissions
Console Quick Start
Common FAQs
Instructions for Associating with a HUAWEI CLOUD Partner
Message Center
Security & Compliance
Security Technologies and Applications
Web Application Firewall
Host Security Service
Cloud Firewall
SecMaster
Anti-DDoS Service
Data Encryption Workshop
Database Security Service
Cloud Bastion Host
Data Security Center
Cloud Certificate Manager
Edge Security
Situation Awareness
Managed Threat Detection
Blockchain
Blockchain Service
Web3 Node Engine Service
Media Services
Media Processing Center
Video On Demand
Live
SparkRTC
MetaStudio
Storage
Object Storage Service
Elastic Volume Service
Cloud Backup and Recovery
Storage Disaster Recovery Service
Scalable File Service Turbo
Scalable File Service
Volume Backup Service
Cloud Server Backup Service
Data Express Service
Dedicated Distributed Storage Service
Containers
Cloud Container Engine
SoftWare Repository for Container
Application Service Mesh
Ubiquitous Cloud Native Service
Cloud Container Instance
Databases
Relational Database Service
Document Database Service
Data Admin Service
Data Replication Service
GeminiDB
GaussDB
Distributed Database Middleware
Database and Application Migration UGO
TaurusDB
Middleware
Distributed Cache Service
API Gateway
Distributed Message Service for Kafka
Distributed Message Service for RabbitMQ
Distributed Message Service for RocketMQ
Cloud Service Engine
Multi-Site High Availability Service
EventGrid
Dedicated Cloud
Dedicated Computing Cluster
Business Applications
Workspace
ROMA Connect
Message & SMS
Domain Name Service
Edge Data Center Management
Meeting
AI
Face Recognition Service
Graph Engine Service
Content Moderation
Image Recognition
Optical Character Recognition
ModelArts
ImageSearch
Conversational Bot Service
Speech Interaction Service
Huawei HiLens
Video Intelligent Analysis Service
Developer Tools
SDK Developer Guide
API Request Signing Guide
Terraform
Koo Command Line Interface
Content Delivery & Edge Computing
Content Delivery Network
Intelligent EdgeFabric
CloudPond
Intelligent EdgeCloud
Solutions
SAP Cloud
High Performance Computing
Developer Services
ServiceStage
CodeArts
CodeArts PerfTest
CodeArts Req
CodeArts Pipeline
CodeArts Build
CodeArts Deploy
CodeArts Artifact
CodeArts TestPlan
CodeArts Check
CodeArts Repo
Cloud Application Engine
MacroVerse aPaaS
KooMessage
KooPhone
KooDrive

ModelArts Metrics

Updated on 2024-04-30 GMT+08:00

Description

The cloud service platform provides Cloud Eye to help you better understand the status of your ModelArts real-time services and models. You can use Cloud Eye to automatically monitor your ModelArts real-time services and model loads in real time and manage alarms and notifications so that you can obtain the performance metrics of ModelArts and models.

Namespace

SYS.ModelArts

Monitoring Metrics

Table 1 ModelArts metrics

Metric ID

Metric Name

Description

Value Range

Monitored Entity

Monitoring Interval

cpu_usage

CPU Usage

CPU usage of ModelArts

Unit: %

≥ 0%

ModelArts model loads

1 minute

mem_usage

Memory Usage

Memory usage of ModelArts

Unit: %

≥ 0%

ModelArts model loads

1 minute

gpu_util

GPU Usage

GPU usage of ModelArts

Unit: %

≥ 0%

ModelArts model loads

1 minute

gpu_mem_usage

GPU Memory Usage

GPU memory usage of ModelArts

Unit: %

≥ 0%

ModelArts model loads

1 minute

npu_util

NPU Usage

NPU usage of ModelArts

Unit: %

≥ 0%

ModelArts model loads

1 minute

npu_mem_usage

NPU Memory Usage

NPU memory usage of ModelArts

Unit: %

≥ 0%

ModelArts model loads

1 minute

successfully_called_times

Number of Successful Calls

Times that ModelArts has been successfully called

Unit: times/minute

≥ counts/minute

ModelArts models

ModelArts real-time services

1 minute

failed_called_times

Number of Failed Calls

Times that ModelArts failed to be called

Unit: times/minute

≥ counts/minute

ModelArts models

ModelArts real-time services

1 minute

total_called_times

Total Calls

Times that ModelArts is called

Unit: times/minute

≥ counts/minute

ModelArts model loads

ModelArts real-time services

1 minute

disk_read_rate

Disk Read Rate

Disk read rate of ModelArts

Unit: bit/minute

≥ bit/minute

ModelArts model loads

1 minute

disk_write_rate

Disk Write Rate

Disk write rate of ModelArts

Unit: bit/minute

≥ bit/minute

ModelArts model loads

1 minute

send_bytes_rate

Uplink rate

Outbound traffic rate of ModelArts

Unit: bit/minute

≥ bit/minute

ModelArts model loads

1 minute

recv_bytes_rate

Downlink rate

Inbound traffic rate of ModelArts

≥ bit/minute

ModelArts model loads

1 minute

req_count_2xx

2xx Responses

Number of times that the API returns a 2xx response

≥ counts/minute

ModelArts real-time services

1 minute

req_count_4xx

4xx Errors

Number of times that the API returns a 4xx error

≥ counts/minute

ModelArts real-time services

1 minute

req_count_5xx

5xx Errors

Number of times that the API returns a 5xx error

≥ counts/minute

ModelArts real-time services

1 minute

avg_latency

Average Latency

Average latency of the API

≥ ms

ModelArts real-time services

1 minute

If a measurement object has multiple measurement dimensions, all the measurement dimensions are mandatory when you use an API to query monitoring metrics.

  • The following provides an example of using the multi-dimensional dim to query a single monitoring metric: dim.0=service_id,530cd6b0-86d7-4818-837f-935f6a27414d&dim.1="model_id,3773b058-5b4f-4366-9035-9bbd9964714a
  • The following provides an example of using the multi-dimensional dim to query monitoring metrics in batches:

    "dimensions": [

    {

    "name": "service_id",

    "value": "530cd6b0-86d7-4818-837f-935f6a27414d"

    }

    {

    "name": "model_id",

    "value": "3773b058-5b4f-4366-9035-9bbd9964714a"

    }

    ]

Dimensions

Table 2 Dimension description

Key

Value

service_id

Real-time service ID

model_id

Model ID

We use cookies to improve our site and your experience. By continuing to browse our site you accept our cookie policy. Find out more

Feedback

Feedback

Feedback

0/500

Selected Content

Submit selected content with the feedback