Description of common metrics in ARMS application monitoring - Application Real-Time Monitoring Service

This topic describes common metrics in ARMS application monitoring. You can use these metrics to customize Grafana dashboards.

Important

Applications connected through Observable Link Opentelemetry version only support displaying/using business metrics. Other metrics (such as JVM metrics and system metrics) are not supported.

Business metrics

Common dimensions

Dimension name	Dimension key
Service name	service
Service PID	pid
Machine IP	serverIp
Interface	rpc

Metrics list

All access types include the following metrics. When executing queries, you only need to replace $callType with the specific access type. For detailed access types, see Service access types and available dimensions.

For example, to query the number of requests for HTTP services, you only need to modify arms_$callType_requests_count to arms_http_requests_count.

Metric name	Metric	Metric type	Collection interval	Unit	Dimension
Request count	arms_$callType_requests_count	Gauge	15s	None	Different service access types have different dimensions. For detailed information, see Service access types and available dimensions.
Error request count	arms_$callType_requests_error_count	Gauge	15s	None
Request duration	arms_$callType_requests_seconds	Gauge	15s	Seconds
Slow request count	arms_$callType_requests_slow_count	Gauge	15s	None
Request latency percentiles	arms_$callType_requests_latency_seconds	Summary	15s	Seconds	Only exists when the service access type is HTTP and percentile statistics are enabled. For operations to enable percentile statistics, see Advanced settings. Quantile percentile dimensions: 0.5 0.75 0.90 0.99

Note

Except for percentile metrics, all the above metrics are Gauge type, meaning each point's value represents the cumulative total within the collection interval. This differs from metrics generated by open-source frameworks. For example, to calculate the average QPS for 1 minute, the promQL using ARMS metrics should be written as sum_over_time(arms_$callType_requests_count[1m])/60, while open-source frameworks typically use rate(http_server_requests_count[1m]).

Aggregated business metrics

Business metrics create separate metrics for each different call type, which leads to particularly lengthy PromQL when a single application contains multiple call types (for example, when application A contains both HTTP and Dubbo call types).
Business metrics record complete observation dimensions, but not all observation dimensions are needed in some statistical scenarios, which causes direct queries of business metrics to perform poorly in some scenarios.

To solve these two problems, ARMS has created aggregated business metrics.

Metrics description

Aggregated business metrics are divided into:

General type
Records the number of requests, errors, slow requests, and average request duration for all access types.
Database type
Records the number of requests, errors, slow requests, and average request duration for database access types.
SQL type
Records the number of requests, errors, slow requests, and average request duration for database access types, adding SQL dimension compared to database type.
Exception type
Records the number of requests and average request duration when exceptions occur for all access types.
Status code type
Records the number of requests for different status codes in HTTP scenarios.
Percentile type
Records request duration percentiles for all access types.

Except for percentile type, each category contains two types of metrics: one is the regular aggregated metric with naming format xxx_raw; the other is the dimension-reduced metric with naming format xxx_ign_x_y (x, y are the aggregated dimensions, meaning the metric does not include x, y dimensions).

Metric types and collection intervals

Unless otherwise specified, all aggregated business metrics are Gauge type with a collection interval of 15 seconds.

Common dimensions

The following dimensions exist in each aggregated metric and are explained uniformly below:

Dimension	Description
pid	Application PID
service	Application name
serverIp	Instance IP
source	Metric source: apm Indicates applications connected through ARMS probes. xtrace Indicates applications connected through Observable Link Opentelemetry version. ebpf Indicates applications connected through application monitoring ebpf version probes.

Metrics list

Metric category	Metric name	Metric	Unit	Other dimensions
General type	Request count	arms_app_requests_count_raw	Unit	callType: Access type rpc: Interface name prpc: Upstream interface name ppid: Upstream application PID parent: Upstream application name endpoint: When callType is http_client, it represents the peer interface; in other scenarios, it represents the remote address. destId: When callType is database type, it represents the database name; in other scenarios, it represents the remote address.
		arms_app_requests_count_ign_destid_endpoint_rpc	Count	Does not include destId, endpoint, rpc dimensions.
		arms_app_requests_count_ign_destid_endpoint_ppid_prpc	unit	Does not include destId, endpoint, ppid, prpc dimensions.
		arms_app_requests_count_ign_destid_endpoint_ppid_prpc_rpc	Count	Does not include destId, endpoint, ppid, prpc, rpc dimensions.
		arms_app_requests_count_ign_parent_ppid_prpc_rpc	Count	Does not include parent, ppid, prpc, rpc dimensions.
		arms_app_requests_count_ign_endpoint_parent_ppid_prpc_rpc	item	Does not include endpoint, parent, ppid, prpc, rpc dimensions.
	Error request count	arms_app_requests_error_count_raw	Count	callType: Access type rpc: Interface name prpc: Upstream interface name ppid: Upstream application PID parent: Upstream application name endpoint: When callType is http_client, it represents the peer interface; in other scenarios, it represents the remote address. destId: When callType is database type, it represents the database name; in other scenarios, it represents the remote address.
		arms_app_requests_error_count_ign_destid_endpoint_rpc	Count	Does not include destId, endpoint, rpc dimensions.
		arms_app_requests_error_count_ign_destid_endpoint_ppid_prpc	Count	Does not include destId, endpoint, ppid, prpc dimensions.
		arms_app_requests_error_count_ign_destid_endpoint_ppid_prpc_rpc	Count	Does not include destId, endpoint, ppid, prpc, rpc dimensions.
		arms_app_requests_error_count_ign_parent_ppid_prpc_rpc	Count	Does not include parent, ppid, prpc, rpc dimensions.
		arms_app_requests_error_count_ign_endpoint_parent_ppid_prpc_rpc	Count	Does not include endpoint, parent, ppid, prpc, rpc dimensions.
	Slow request count	arms_app_requests_slow_count_raw	Count	callType: Access type rpc: Interface name prpc: Upstream interface name ppid: Upstream application PID parent: Upstream application name endpoint: When callType is http_client, it represents the peer interface; in other scenarios, it represents the remote address. destId: When callType is database type, it represents the database name; in other scenarios, it represents the remote address.
		arms_app_requests_slow_count_ign_destid_endpoint_rpc	Count	Does not include destId, endpoint, rpc dimensions.
		arms_app_requests_slow_count_ign_destid_endpoint_ppid_prpc	Count	Does not include destId, endpoint, ppid, prpc dimensions.
		arms_app_requests_slow_count_ign_destid_endpoint_ppid_prpc_rpc	Count	Does not include destId, endpoint, ppid, prpc, rpc dimensions.
		arms_app_requests_slow_count_ign_parent_ppid_prpc_rpc	Count	Does not include parent, ppid, prpc, rpc dimensions.
		arms_app_requests_slow_count_ign_endpoint_parent_ppid_prpc_rpc	Count	Does not include endpoint, parent, ppid, prpc, rpc dimensions.
	Request duration	arms_app_requests_seconds_raw	Seconds	callType: Access type rpc: Interface name prpc: Upstream interface name ppid: Upstream application PID parent: Upstream application name endpoint: When callType is http_client, it represents the peer interface; in other scenarios, it represents the remote address. destId: When callType is database type, it represents the database name; in other scenarios, it represents the remote address.
		arms_app_requests_seconds_ign_destid_endpoint_rpc	Seconds	Does not include destId, endpoint, rpc dimensions.
		arms_app_requests_seconds_ign_destid_endpoint_ppid_prpc	Seconds	Does not include destId, endpoint, ppid, prpc dimensions.
		arms_app_requests_seconds_ign_destid_endpoint_ppid_prpc_rpc	Seconds	Does not include destId, endpoint, ppid, prpc, rpc dimensions.
		arms_app_requests_seconds_ign_parent_ppid_prpc_rpc	Seconds	Does not include parent, ppid, prpc, rpc dimensions.
		arms_app_requests_seconds_ign_endpoint_parent_ppid_prpc_rpc	Seconds	Does not include endpoint, parent, ppid, prpc, rpc dimensions.
Database type	Database request count	arms_db_requests_count_raw	Unit	callType: Access type rpc: Interface name endpoint: Database instance address destId: Database name
	Database request count	arms_db_requests_count_ign_rpc	Unit	Does not include interface dimension.
	Database error request count	arms_db_requests_error_count_raw	Count	callType: Access type rpc: Interface name endpoint: Database instance address destId: Database name
	Database error request count	arms_db_requests_error_count_ign_rpc	Unit	Does not include interface dimension.
	Database slow request count	arms_db_requests_slow_count_raw	Count	callType: Access type rpc: Interface name endpoint: Database instance address destId: Database name
	Database slow request count	arms_db_requests_slow_count_ign_rpc	Count	Does not include interface dimension.
	Database request duration	arms_db_requests_seconds_raw	Seconds	callType: Access type rpc: Interface name endpoint: Database instance address destId: Database name
	Database request duration	arms_db_requests_seconds_ign_rpc	Seconds	Does not include interface dimension.
SQL type	SQL request count	arms_sql_requests_count_raw		callType: Access type rpc: Interface name endpoint: Database instance address destId: Database name sqlId: SQL statement ID
	SQL request count	arms_sql_requests_count_ign_rpc		Does not include interface dimension.
	SQL error request count	arms_sql_requests_error_count_raw	Count	callType: Access type rpc: Interface name endpoint: Database instance address destId: Database name sqlId: SQL statement ID
	SQL error request count	arms_sql_requests_error_count_ign_rpc	Unit	Does not include interface dimension.
	SQL slow request count	arms_sql_requests_slow_count_raw	Count	callType: Access type rpc: Interface name endpoint: Database instance address destId: Database name sqlId: SQL statement ID
	SQL slow request count	arms_sql_requests_slow_count_ign_rpc	Count	Does not include interface dimension.
	SQL request duration	arms_sql_requests_seconds_raw	Seconds	callType: Access type rpc: Interface name endpoint: Database instance address destId: Database name sqlId: SQL statement ID
	SQL request duration	arms_sql_requests_seconds_ign_rpc	Seconds	Does not include interface dimension.
Exception type	Exception request count	arms_exception_requests_count_raw	Count	callType: Access type rpc: Interface name endpoint: When callType is http_client, it represents the peer interface; in other scenarios, it represents the remote address. destId: When callType is database type, it represents the database name; in other scenarios, it represents the remote address. excepInfo: Exception encoding method excepType: Exception encoding ID excepName: Exception name
	Exception request count	arms_exception_requests_count_ign_rpc	Count	Does not include interface dimension.
	Exception request duration	arms_exception_requests_seconds_raw	Seconds	callType: Access type rpc: Interface name endpoint: When callType is http_client, it represents the peer interface; in other scenarios, it represents the remote address. destId: When callType is database type, it represents the database name; in other scenarios, it represents the remote address. excepInfo: Exception encoding method excepType: Exception encoding ID excepName: Exception name
	Exception request duration	arms_exception_requests_seconds_ign_rpc	Seconds	Does not include interface dimension.
Status code type	Request count by status code	arms_requests_by_status_count_raw	Unit	rpc: Interface name status code: 200: HTTP status code is 200 2xx: HTTP status code is greater than 200 and less than 300 3xx: HTTP status code is greater than or equal to 300 and less than 400 4xx: HTTP status code is greater than or equal to 400 and less than 500 5xx: HTTP status code is greater than or equal to 500
Status code type	Request count by status code	arms_requests_by_status_count_ign_rpc	Unit	Does not include interface dimension.
Percentile type	Request latency percentiles Note Only supported by probes version 4.x and above.	arms_uni_requests_latency_seconds		callType: Access type rpc: Interface name quantile percentile: 0.5: 50th percentile 0.75: 75th percentile 0.90: 90th percentile 0.99: 99th percentile endpoint: When callType is http_client, it represents the peer interface; in other scenarios, it represents the remote address. destId: When callType is database type, it represents the database name; in other scenarios, it represents the remote address. excepInfo: Exception encoding method excepType: Exception encoding ID excepName: Exception name status code: 200: HTTP status code is 200 2xx: HTTP status code is greater than 200 and less than 300 3xx: HTTP status code is greater than or equal to 300 and less than 400 4xx: HTTP status code is greater than or equal to 400 and less than 500 5xx: HTTP status code is greater than or equal to 500

Usage examples

How to choose metrics when using promQL to count the number of requests for all interfaces of an application?

Based on the requirements, we need to find a metric that provides interface request counts. By checking the documentation, we know that general type metrics meet the requirements.
Since the statistical result only cares about the interface dimension, and other dimensions such as upstream interface, upstream application, and remote address are not of concern, when selecting specific metrics, we first need to ensure that the metric includes the interface dimension, and then the fewer other dimensions included in the metric, the better.

In summary, the optimal metric should be arms_app_requests_count_ign_destid_endpoint_ppid_prpc.

JVM metrics

Common dimensions

Dimension name	Dimension key
Service name	service
Service PID	pid
Machine IP	serverIp

Metrics list

Metric name	Metric	Metric type	Collection interval	Unit	Dimension
Cumulative GC occurrences	arms_jvm_gc_total	Counter	15s	None	Gen GC occurrence area: Young: young generation space Old: old generation space Cause GC trigger reason (probe version 4.4.0 and above): System.gc(), Heap Dump Initiated GC, Allocation Failure, etc. Expand to view detailed Cause GC explanation System.gc(): Triggered when the program explicitly calls `System.gc()` to request garbage collection. FullGCAlot / ScavengeAlot: These reasons may be related to testing or debugging scenarios where frequent full GC or small GC ("scavenging") is deliberately triggered. Allocation Profiler: This garbage collection reason may involve memory allocation profiling to better understand memory usage. JvmtiEnv ForceGarbageCollection: Indicates that the Java Virtual Machine Tool Interface (JVMTI) issued a request to force garbage collection. Heap Inspection Initiated GC & Heap Dump Initiated GC: These are typically not regular operations but are used to inspect the heap or obtain a heap dump. WhiteBox Initiated Young/Full GC & Run to Breakpoint: These are triggered by WhiteBox tests, typically used for JVM internal testing purposes. No GC: The JVM may trigger GC based on internal heuristic algorithms (such as heap usage trend prediction in CMS algorithm) rather than specific conditions (such as out of memory), so it is displayed as No GC. Allocation Failure: Garbage collection triggered because the JVM cannot allocate memory for new objects, indicating possible memory pressure situations. CodeCache GC Threshold / Aggressive: Involves code cache, which stores compiled code. When the cache reaches a certain threshold or needs aggressive management, GC may be triggered. Metadata GC Threshold / Clear Soft References: GC triggered by metadata space threshold or soft reference clearing, which can release memory without affecting application execution. G1 Evacuation Pause / Compaction Pause / Humongous Allocation / Periodic Collection: These are specific GC reasons related to the G1 garbage collector, which is optimized for low pause times. Diagnostic Command: Triggered by diagnostic commands, typically used for internal monitoring or diagnostic purposes. Shenandoah GC Causes: These are related to the Shenandoah garbage collector, which aims to reduce pause times through concurrent operations. Z Garbage Collector Causes (Timer, Warmup, etc.): These are specific to ZGC (Z Garbage Collector), focusing on performance optimization aspects such as warmup, allocation rate, and proactive measures. ILLEGAL VALUE: Indicates an illegal or unrecognized garbage collection reason value, serving as a safeguard against unexpected situations.
Cumulative GC duration	arms_jvm_gc_seconds_total	Counter	15s	Seconds
GC count between two collection intervals	arms_jvm_gc_delta	Gauge	15s	None
GC duration between two collection intervals	arms_jvm_gc_seconds_delta	Gauge	15s	Seconds
JVM thread count	arms_jvm_threads_count	Gauge	15s	None	State thread status: Blocked: blocked state Live: active state Daemon: daemon state New: initial state Dead-lock: deadlock state Runnable: running state Terminated: terminated state Timed-wait: timeout waiting state Wait: waiting state
JVM memory region initial size	arms_jvm_mem_init_bytes	Gauge	15s	Bytes	Area region: Heap: heap area Nonheap: non-heap area Total: total ID region subdivision: Eden: Eden space Old: old generation space Survivor: survivor space Metaspace: metadata space Code cache: code cache area Compressed class space: compressed class space Total: total
JVM memory region maximum size	arms_jvm_mem_max_bytes	Gauge	15s	Bytes
JVM memory region used size	arms_jvm_mem_used_bytes	Gauge	15s	Bytes
JVM memory region committed size	arms_jvm_mem_committed_bytes	Gauge	15s	Bytes
JVM memory region usage ratio	arms_jvm_mem_usage_ratio	Gauge	15s	Ratio (0~1)
JVM loaded classes	arms_class_load_loaded	Counter	15s	None	None
JVM unloaded classes	arms_class_load_un_loaded	Counter	15s	None	None
JVM buffer pool size	arms_jvm_buffer_pool_total_bytes	Gauge	15s	Bytes	ID area: Direct Mapped
JVM buffer pool used size	arms_jvm_buffer_pool_used_bytes	Gauge	15s	Bytes
JVM buffer pool count	arms_jvm_buffer_pool_count	Gauge	15s	None
Open file descriptor count	arms_file_desc_open_count	Gauge	15s	None	None
File descriptor open ratio (open count/maximum allowed open count)	arms_file_desc_open_ratio	Gauge	15s	Ratio (0~1)	None

System metrics

Common dimensions

Dimension name	Dimension key
Service name	service
Service PID	pid
Machine IP	serverIp

Metrics list

Metric name	Metric	Metric type	Collection interval	Unit
Idle CPU percentage	arms_system_cpu_idle	Gauge	15s	Percentage
IO wait CPU percentage	arms_system_cpu_io_wait	Gauge	15s	Percentage
System CPU percentage	arms_system_cpu_system	Gauge	15s	Percentage
User mode CPU percentage	arms_system_cpu_user	Gauge	15s	Percentage
System load (1 minute)	arms_system_load	Gauge	15s	None
Disk free size	arms_system_disk_free_bytes	Gauge	15s	Bytes
Disk total size	arms_system_disk_total_bytes	Gauge	15s	Bytes
Disk usage	arms_system_disk_used_ratio	Gauge	15s	Ratio (0~1)
Memory buffer size	arms_system_mem_buffers_bytes	Gauge	15s	Bytes
Memory cache size	arms_system_mem_cached_bytes	Gauge	15s	Bytes
Memory free size	arms_system_mem_free_bytes	Gauge	15s	Bytes
Memory swap free size	arms_system_mem_swap_free_bytes	Gauge	15s	Bytes
Memory swap size	arms_system_mem_swap_total_bytes	Gauge	15s	Bytes
Memory size	arms_system_mem_total_bytes	Gauge	15s	Bytes
Used memory size	arms_system_mem_used_bytes	Gauge	15s	Bytes
Network receive traffic size	arms_system_net_in_bytes	Gauge	15s	Bytes
Network interface send traffic size	arms_system_net_out_bytes	Gauge	15s	Bytes
Network input error count	arms_system_net_in_err	Gauge	15s	None
Network output error count	arms_system_net_out_err	Gauge	15s	None

Thread pool/connection pool metrics

Common dimensions

Dimension name	Dimension key
Service name	service
Service PID	pid
Machine IP	serverIp
Thread pool name (supported by probe versions below 4.1.x)	name
Thread pool type (supported by probe versions below 4.1.x)	type

Metrics list

Probe version 4.1.x and above

Thread pool metrics

Metric name	Metric	Metric type	Collection interval	Dimension
Core thread count	arms_thread_pool_core_pool_size	Gauge	15s	thread_name_pattern: Thread name pattern, for example `http-nio-8080-*`. thread_pool_usage: Thread pool usage, such as Tomcat, Dubbo, Undertow, etc.
Maximum thread count	arms_thread_pool_max_pool_size	Gauge	15s	thread_name_pattern: Thread name pattern, for example `http-nio-8080-*`. thread_pool_usage: Thread pool usage, such as Tomcat, Dubbo, Undertow, etc.
Active thread count	arms_thread_pool_active_thread_count	Gauge	15s	thread_name_pattern: Thread name pattern, for example `http-nio-8080-*`. thread_pool_usage: Thread pool usage, such as Tomcat, Dubbo, Undertow, etc.
Current thread count	arms_thread_pool_current_thread_count	Gauge	15s	thread_name_pattern: Thread name pattern, for example `http-nio-8080-*`. thread_pool_usage: Thread pool usage, such as Tomcat, Dubbo, Undertow, etc.
Thread pool historical maximum thread count (peak value of thread count since the thread pool was created)	arms_thread_pool_max_thread_count	Gauge	15s	thread_name_pattern: Thread name pattern, for example `http-nio-8080-*`. thread_pool_usage: Thread pool usage, such as Tomcat, Dubbo, Undertow, etc.
Thread pool scheduled task count	arms_thread_pool_scheduled_task_count	Counter	15s	thread_name_pattern: Thread name pattern, for example `http-nio-8080-*`. thread_pool_usage: Thread pool usage, such as Tomcat, Dubbo, Undertow, etc.
Thread pool completed task count	arms_thread_pool_completed_task_count	Counter	15s	thread_name_pattern: Thread name pattern, for example `http-nio-8080-*`. thread_pool_usage: Thread pool usage, such as Tomcat, Dubbo, Undertow, etc.
Thread pool rejected task count	arms_thread_pool_rejected_task_count	Counter	15s	thread_name_pattern: Thread name pattern, for example `http-nio-8080-*`. thread_pool_usage: Thread pool usage, such as Tomcat, Dubbo, Undertow, etc.
Thread pool task queue size	arms_thread_pool_queue_size	Gauge	15s	thread_name_pattern: Thread name pattern, for example `http-nio-8080-*`. thread_pool_usage: Thread pool usage, such as Tomcat, Dubbo, Undertow, etc.

Connection pool metrics

Metric description	Metric name	Metric type	Collection interval	Dimension
Connection count	arms_connection_pool_connection_count	Gauge	15s	state: Connection status. used idle pool_type: Connection pool type, such as Druid, c3p0. url: Database connection string.
Minimum idle connection count	arms_connection_pool_connection_min_idle_count	Gauge	15s	pool_type: Connection pool type, such as Druid, c3p0. url: Database connection string.
Maximum idle connection count	arms_connection_pool_connection_max_idle_count	Gauge	15s	pool_type: Connection pool type, such as Druid, c3p0. url: Database connection string.
Maximum connections	arms_connection_pool_connection_max_count	Gauge	15s	pool_type: Connection pool type, such as Druid, c3p0. url: Database connection string.
Blocked connection request count	arms_connection_pool_pending_request_count	Counter	15s	pool_type: Connection pool type, such as Druid, c3p0. url: Database connection string.

Probe versions below 4.1.x

Metric name	Metric	Metric type	Collection interval	Dimension
Thread pool core thread count	arms_threadpool_core_size	Gauge	15s	None
Thread pool maximum thread count	arms_threadpool_max_size	Gauge	15s	None
Thread pool active thread count	arms_threadpool_active_size	Gauge	15s	None
Thread pool queue size	arms_threadpool_queue_size	Gauge	15s	None
Thread pool current size	arms_threadpool_current_size	Gauge	15s	None
Thread pool task count by status	arms_threadpool_task_total	Gauge	15s	Status task status: Scheduled: scheduled Completed: completed Rejected: rejected

Scheduled task metrics

The following metrics only exist for scheduled tasks.

Common dimensions

Dimension name	Dimension key
Service name	service
Service PID	pid
Machine IP	serverIp
Task ID	rpc

Metrics list

Metric name	Metric	Metric type	Collection interval	Unit
Scheduling delay	arms_$callType_delay_milliseconds	Gauge	15s	Milliseconds

Go Runtime metrics

Metric name	Metric	Metric type	Collection interval
Application startup duration (ms)	arms_golang_runtime_uptime	Int64Counter	15s
Current application Goroutine count	arms_golang_process_runtime_go_goroutines	Gauge	15s
Heap object memory (bytes)	arms_golang_process_runtime_go_mem_heap_alloc	Gauge	15s
Unallocated or reclaimed heap memory	arms_golang_process_runtime_go_mem_heap_idle	Gauge	15s
Used heap memory	arms_golang_process_runtime_go_mem_heap_inuse	Gauge	15s
Allocated live heap objects	arms_golang_process_runtime_go_mem_heap_objects	Gauge	15s
Memory released to the operating system from HeapIdle	arms_golang_process_runtime_go_mem_heap_released	Gauge	15s
Virtual memory size requested from the system	arms_golang_process_runtime_go_mem_heap_sys	Gauge	15s
Current live object count	arms_golang_process_runtime_go_mem_live_objects	Gauge	15s
GC count since program start	arms_golang_process_runtime_go_gc_count	Gauge	15s
Cumulative garbage collection (stop-the-world) time, i.e., unavailable time	arms_golang_process_runtime_go_gc_pause_total_ns	Int64Counter	15s
GC time distribution	arms_golang_process_runtime_go_gc_pause_ns	Int64Histogram	15s

Service access types and available dimensions

Client types

Access types
- http_client
- dubbo_client
- hsf_client
- dsf_client
- notify_client
- grpc_client
- thrift_client
- sofa_client
- mq_client
- kafka_client
Dimensions
- parent: Upstream service name
- ppid: Upstream service PID
- destId: Request peer extended information
- endpoint: Request peer address
- excepType: Exception ID
- excepInfo: Exception ID encoding rule
- excepName: Exception name
- stackTraceId: Exception stack ID

DB types

Access types
- mysql
- oracle
- mariadb
- postgresql
- ppas
- sqlserver
- mongodb
- dmdb
Dimensions
- parent: Upstream service name
- ppid: Upstream service PID
- destId: Database name
- endpoint: Database address
- excepType: Exception ID
- excepInfo: Exception ID encoding rule
- excepName: Exception name
- stackTraceId: Exception stack ID
- sqlId: SQL statement ID

Server types

Access types
- http
- dubbo
- hsf
- dsf
- user_method
- mq
- kafka
- grpc
- thrift
- sofa
Dimensions
- prpc: Upstream interface
- parent: Upstream service name
- ppid: Upstream service PID
- endpoint: Service address
- excepType: Exception ID
- excepInfo: Exception ID encoding rule
- excepName: Exception name
- stackTraceId: Exception stack ID

Scheduled task types

Access types
- xxl_job
- spring_scheduled
- quartz
- elasticjob
- jdk_timer
- schedulerx
Dimensions
- prpc: Upstream interface
- parent: Upstream service name
- ppid: Upstream service PID
- excepType: Exception ID
- excepInfo: Exception ID encoding rule
- excepName: Exception name
- stackTraceId: Exception stack ID