Applications

RedisDB

Seamlessly integrate RedisDB with Motadata AIOps to gain real-time insights into performance, memory, persistence, and replication, ensuring optimized and reliable data operations.

RedisDB

Overview

The Redis integration with Motadata AIOps captures health, performance, memory, persistence, replication, and keyspace KPIs from Redis servers. Metrics are grouped by subsystem for clearer monitoring and alerting.

Prerequisites

Ensure the following before onboarding Redis:

Redis server is reachable over the network.
The Redis INFO command (or equivalent API/exporter) is enabled for the monitoring user.
Required credentials/allowlist are configured (if requirepass/ACLs are used).
The device is discovered in AIOps using the supported protocol/collector.

List of Supported KPIs

Server / General

Metric	Description	Type
redis.version	Redis server version.	String
redis.git.dirty	Whether the source tree had local changes at build time (0/1).	Boolean
redis.build.id	Build identifier.	String
redis.mode	Server mode (standalone/cluster/sentinel).	String
redis.os	Host operating system.	String
redis.architecture	CPU architecture (e.g., x86_64, arm64).	String
redis.process.id	Redis process ID.	Integer
redis.run.id	Random server run ID.	String
redis.tcp.port	TCP port Redis listens on.	Integer
redis.uptime.seconds	Uptime since start in seconds.	Seconds
redis.uptime.days	Uptime since start in days.	Count
redis.hz	Server `hz` frequency.	Integer
redis.configured.hz	Configured `hz` value when dynamic.	Integer
redis.lru.clock.hz	Approximate LRU clock value.	Integer
redis.active.io.threads	Number of active I/O threads.	Count

Clients

Metric	Description	Type
redis.connected.clients	Currently connected clients.	Count
redis.client.recent.max.input.buffer.bytes	Peak input buffer size seen recently.	Bytes
redis.client.recent.max.output.buffer.bytes	Peak output buffer size seen recently.	Bytes
redis.blocked.clients	Clients blocked by commands like BLPOP.	Count
redis.tracking.clients	Clients with client-side tracking enabled.	Count
redis.time.out.clients	Clients in the timeout table.	Count

Memory

Metric	Description	Type
redis.memory.used.percent	Overall memory used vs. system/max.	Percent
redis.memory.used.bytes	Total memory used by Redis.	Bytes
redis.memory.used.rss.bytes	Resident set size (RSS).	Bytes
redis.memory.used.peak.bytes	Peak memory consumed.	Bytes
redis.memory.used.peak.percent	Peak memory vs. max.	Percent
redis.memory.used.overhead.bytes	Overhead (non-data) memory.	Bytes
redis.memory.used.startup.bytes	Memory consumed at startup.	Bytes
redis.memory.used.dataset.bytes	Memory used by dataset.	Bytes
redis.memory.used.dataset.percent	Dataset memory vs. total.	Percent
redis.allocator.allocated.bytes	Allocator allocated bytes.	Bytes
redis.allocator.active.bytes	Allocator active bytes.	Bytes
redis.allocator.resident.bytes	Allocator resident bytes.	Bytes
redis.system.memory.capacity.bytes	Total system memory.	Bytes
redis.memory.used.lua.bytes	Lua engine memory.	Bytes
redis.memory.used.scripts.bytes	Cached Lua scripts memory.	Bytes
redis.cached.scripts	Number of cached Lua scripts.	Count
redis.max.memory.bytes	`maxmemory` setting.	Bytes
redis.max.memory.policy	Eviction policy.	String
redis.allocator.frag.ratio.percent	Allocator fragmentation ratio.	Percent
redis.allocator.frag.bytes	Allocator fragmentation bytes.	Bytes
redis.allocator.rss.ratio.percent	Allocator RSS ratio.	Percent
redis.allocator.rss.bytes	Allocator RSS bytes.	Bytes
redis.rss.overhead.ratio.percent	RSS overhead ratio.	Percent
redis.rss.overhead.bytes	RSS overhead bytes.	Bytes
redis.memory.fragmentation.ratio.percent	Memory fragmentation ratio.	Percent
redis.memory.fragmentation.bytes	Fragmentation bytes.	Bytes
redis.memory.non.evict.bytes	Memory not counted for eviction.	Bytes
redis.memory.replication.backlog.bytes	Replication backlog size.	Bytes
redis.memory.clients.slaves.bytes	Replica (slave) clients memory.	Bytes
redis.memory.clients.normal.bytes	Normal clients memory.	Bytes
redis.memory.aof.buffer.bytes	AOF buffer memory.	Bytes
redis.memory.allocator	Allocator in use (jemalloc etc.).	String
redis.active.defrag.running	Active defragmentation is running (0/1).	Boolean
redis.lazyfree.pending.objects	Pending objects for lazy free.	Count

Persistence (RDB / AOF / Module Fork)

Metric	Description	Type
redis.loading	Server is loading a dataset (0/1).	Boolean
redis.rdb.unsaved.changes	Changes since last successful RDB save.	Count
redis.rdb.bg.save.in.progress	Background RDB save running (0/1).	Boolean
redis.rdb.last.save.time	Last successful RDB save timestamp.	Timestamp
redis.rdb.last.bg.save.status	Result of last background RDB save.	String
redis.rdb.last.bg.save.time.seconds	Duration of last RDB BGSAVE.	Seconds
redis.rdb.current.bg.save.time.seconds	Elapsed time of current RDB BGSAVE.	Seconds
redis.rdb.last.cow.size.bytes	Copy-on-write size used by last RDB.	Bytes
redis.aof.enabled	AOF persistence enabled (0/1).	Boolean
redis.aof.rewrite.in.progress	AOF rewrite in progress (0/1).	Boolean
redis.aof.rewrite.scheduled	AOF rewrite scheduled (0/1).	Boolean
redis.aof.last.rewrite.time.seconds	Duration of last AOF rewrite.	Seconds
redis.aof.current.rewrite.time.seconds	Elapsed time of current AOF rewrite.	Seconds
redis.aof.last.bg.rewrite.status	Result of last AOF BGREWRITEAOF.	String
redis.aof.last.write.status	Status of last AOF write.	String
redis.aof.last.cow.size.bytes	COW size used by last AOF.	Bytes
redis.module.fork.in.progress	Module fork in progress (0/1).	Boolean
redis.module.fork.last.cow.size.bytes	COW size used by last module fork.	Bytes

Stats & Performance

Metric	Description	Type
redis.received.connections.rate	New connections per interval.	Count
redis.processed.commands.rate	Commands processed per interval.	Count
redis.instantaneous.ops.per.sec	Instantaneous ops per second.	Count
redis.total.net.input.bytes	Cumulative network input.	Bytes
redis.total.net.output.bytes	Cumulative network output.	Bytes
redis.instantaneous.input.bytes.per.sec	Incoming bandwidth rate.	Bytes/sec
redis.instantaneous.output.bytes.per.sec	Outgoing bandwidth rate.	Bytes/sec
redis.rejected.connections.rate	Rejected connections per interval.	Count
redis.sync.full	Full resynchronizations.	Count
redis.sync.partial.ok	Successful partial resyncs.	Count
redis.sync.partial.err	Failed partial resyncs.	Count
redis.expired.keys	Keys expired since start.	Count
redis.expired.stale.percent	Stale percentage in active expire.	Percent
redis.expire.time.cap.reached	Expire cycle time cap reached (0/1).	Boolean
redis.expire.cycle.cpu.ms	CPU ms spent in expire cycle.	Milliseconds
redis.evicted.keys	Keys evicted due to maxmemory.	Count
redis.keyspace.hits	Successful key lookups.	Count
redis.keyspace.misses	Missed key lookups.	Count
redis.pubsub.channels	Active Pub/Sub channels.	Count
redis.pubsub.patterns	Active Pub/Sub patterns.	Count
redis.latest.fork.micro.seconds	Duration of last `fork()` call.	Microseconds
redis.migrate.cached.sockets	Migrated cached sockets.	Count
redis.slave.expires.tracked.keys	Replica-tracked EXPIRE keys.	Count
redis.active.defrag.hits	Active defrag hits.	Count
redis.active.defrag.misses	Active defrag misses.	Count
redis.active.defrag.key.hits	Key-level defrag hits.	Count
redis.active.defrag.key.misses	Key-level defrag misses.	Count
redis.tracking.keys	Number of tracked keys.	Count
redis.tracking.items	Number of tracked items.	Count
redis.tracking.prefixes	Number of tracked prefixes.	Count
redis.unexpected.error.replies	Unexpected error replies.	Count
redis.reads.processed	File descriptor reads processed.	Count
redis.writes.processed	File descriptor writes processed.	Count
redis.io.threaded.reads.processed	Reads processed by I/O threads.	Count
redis.io.threaded.writes.processed	Writes processed by I/O threads.	Count

Replication

Metric	Description	Type
redis.replication.role	Replication role (master/replica).	String
redis.replication.connected.slaves	Connected replicas.	Count
redis.replication.master.replication.offset	Master replication offset.	Count
redis.replication.second.replication.offset	Replica second replication offset.	Count
redis.replication.active.backlog	Backlog is active (0/1).	Boolean
redis.replication.backlog.bytes	Backlog size.	Bytes
redis.replication.backlog.first.byte.offset	Backlog first byte offset.	Count
redis.replication.backlog.used.bytes	Backlog used bytes.	Bytes

CPU

Metric	Description	Type
redis.system.cpu.seconds	System CPU time (main thread).	Seconds
redis.user.cpu.seconds	User CPU time (main thread).	Seconds
redis.system.children.cpu.seconds	System CPU time (children).	Seconds
redis.user.children.cpu.seconds	User CPU time (children).	Seconds

Cluster

Metric	Description	Type
redis.cluster.enabled	Cluster mode enabled (0/1).	Boolean

Keyspace

Metric	Description	Type
redis.db	Logical database identifier (e.g., db0).	String
redis.db.keys	Number of keys in the DB.	Count
redis.db.expires	Keys with an expiration set.	Count
redis.db.avg.ttl	Average TTL of keys (ms).	Milliseconds

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Applications

RedisDB

Seamlessly integrate RedisDB with Motadata AIOps to gain real-time insights into performance, memory, persistence, and replication, ensuring optimized and reliable data operations.

RedisDB

Overview

Prerequisites

Ensure the following before onboarding Redis:

Redis server is reachable over the network.
The Redis INFO command (or equivalent API/exporter) is enabled for the monitoring user.
Required credentials/allowlist are configured (if requirepass/ACLs are used).
The device is discovered in AIOps using the supported protocol/collector.

List of Supported KPIs

Server / General

Metric	Description	Type
redis.version	Redis server version.	String
redis.git.dirty	Whether the source tree had local changes at build time (0/1).	Boolean
redis.build.id	Build identifier.	String
redis.mode	Server mode (standalone/cluster/sentinel).	String
redis.os	Host operating system.	String
redis.architecture	CPU architecture (e.g., x86_64, arm64).	String
redis.process.id	Redis process ID.	Integer
redis.run.id	Random server run ID.	String
redis.tcp.port	TCP port Redis listens on.	Integer
redis.uptime.seconds	Uptime since start in seconds.	Seconds
redis.uptime.days	Uptime since start in days.	Count
redis.hz	Server `hz` frequency.	Integer
redis.configured.hz	Configured `hz` value when dynamic.	Integer
redis.lru.clock.hz	Approximate LRU clock value.	Integer
redis.active.io.threads	Number of active I/O threads.	Count

Clients

Metric	Description	Type
redis.connected.clients	Currently connected clients.	Count
redis.client.recent.max.input.buffer.bytes	Peak input buffer size seen recently.	Bytes
redis.client.recent.max.output.buffer.bytes	Peak output buffer size seen recently.	Bytes
redis.blocked.clients	Clients blocked by commands like BLPOP.	Count
redis.tracking.clients	Clients with client-side tracking enabled.	Count
redis.time.out.clients	Clients in the timeout table.	Count

Memory

Metric	Description	Type
redis.memory.used.percent	Overall memory used vs. system/max.	Percent
redis.memory.used.bytes	Total memory used by Redis.	Bytes
redis.memory.used.rss.bytes	Resident set size (RSS).	Bytes
redis.memory.used.peak.bytes	Peak memory consumed.	Bytes
redis.memory.used.peak.percent	Peak memory vs. max.	Percent
redis.memory.used.overhead.bytes	Overhead (non-data) memory.	Bytes
redis.memory.used.startup.bytes	Memory consumed at startup.	Bytes
redis.memory.used.dataset.bytes	Memory used by dataset.	Bytes
redis.memory.used.dataset.percent	Dataset memory vs. total.	Percent
redis.allocator.allocated.bytes	Allocator allocated bytes.	Bytes
redis.allocator.active.bytes	Allocator active bytes.	Bytes
redis.allocator.resident.bytes	Allocator resident bytes.	Bytes
redis.system.memory.capacity.bytes	Total system memory.	Bytes
redis.memory.used.lua.bytes	Lua engine memory.	Bytes
redis.memory.used.scripts.bytes	Cached Lua scripts memory.	Bytes
redis.cached.scripts	Number of cached Lua scripts.	Count
redis.max.memory.bytes	`maxmemory` setting.	Bytes
redis.max.memory.policy	Eviction policy.	String
redis.allocator.frag.ratio.percent	Allocator fragmentation ratio.	Percent
redis.allocator.frag.bytes	Allocator fragmentation bytes.	Bytes
redis.allocator.rss.ratio.percent	Allocator RSS ratio.	Percent
redis.allocator.rss.bytes	Allocator RSS bytes.	Bytes
redis.rss.overhead.ratio.percent	RSS overhead ratio.	Percent
redis.rss.overhead.bytes	RSS overhead bytes.	Bytes
redis.memory.fragmentation.ratio.percent	Memory fragmentation ratio.	Percent
redis.memory.fragmentation.bytes	Fragmentation bytes.	Bytes
redis.memory.non.evict.bytes	Memory not counted for eviction.	Bytes
redis.memory.replication.backlog.bytes	Replication backlog size.	Bytes
redis.memory.clients.slaves.bytes	Replica (slave) clients memory.	Bytes
redis.memory.clients.normal.bytes	Normal clients memory.	Bytes
redis.memory.aof.buffer.bytes	AOF buffer memory.	Bytes
redis.memory.allocator	Allocator in use (jemalloc etc.).	String
redis.active.defrag.running	Active defragmentation is running (0/1).	Boolean
redis.lazyfree.pending.objects	Pending objects for lazy free.	Count

Persistence (RDB / AOF / Module Fork)

Metric	Description	Type
redis.loading	Server is loading a dataset (0/1).	Boolean
redis.rdb.unsaved.changes	Changes since last successful RDB save.	Count
redis.rdb.bg.save.in.progress	Background RDB save running (0/1).	Boolean
redis.rdb.last.save.time	Last successful RDB save timestamp.	Timestamp
redis.rdb.last.bg.save.status	Result of last background RDB save.	String
redis.rdb.last.bg.save.time.seconds	Duration of last RDB BGSAVE.	Seconds
redis.rdb.current.bg.save.time.seconds	Elapsed time of current RDB BGSAVE.	Seconds
redis.rdb.last.cow.size.bytes	Copy-on-write size used by last RDB.	Bytes
redis.aof.enabled	AOF persistence enabled (0/1).	Boolean
redis.aof.rewrite.in.progress	AOF rewrite in progress (0/1).	Boolean
redis.aof.rewrite.scheduled	AOF rewrite scheduled (0/1).	Boolean
redis.aof.last.rewrite.time.seconds	Duration of last AOF rewrite.	Seconds
redis.aof.current.rewrite.time.seconds	Elapsed time of current AOF rewrite.	Seconds
redis.aof.last.bg.rewrite.status	Result of last AOF BGREWRITEAOF.	String
redis.aof.last.write.status	Status of last AOF write.	String
redis.aof.last.cow.size.bytes	COW size used by last AOF.	Bytes
redis.module.fork.in.progress	Module fork in progress (0/1).	Boolean
redis.module.fork.last.cow.size.bytes	COW size used by last module fork.	Bytes

Stats & Performance

Metric	Description	Type
redis.received.connections.rate	New connections per interval.	Count
redis.processed.commands.rate	Commands processed per interval.	Count
redis.instantaneous.ops.per.sec	Instantaneous ops per second.	Count
redis.total.net.input.bytes	Cumulative network input.	Bytes
redis.total.net.output.bytes	Cumulative network output.	Bytes
redis.instantaneous.input.bytes.per.sec	Incoming bandwidth rate.	Bytes/sec
redis.instantaneous.output.bytes.per.sec	Outgoing bandwidth rate.	Bytes/sec
redis.rejected.connections.rate	Rejected connections per interval.	Count
redis.sync.full	Full resynchronizations.	Count
redis.sync.partial.ok	Successful partial resyncs.	Count
redis.sync.partial.err	Failed partial resyncs.	Count
redis.expired.keys	Keys expired since start.	Count
redis.expired.stale.percent	Stale percentage in active expire.	Percent
redis.expire.time.cap.reached	Expire cycle time cap reached (0/1).	Boolean
redis.expire.cycle.cpu.ms	CPU ms spent in expire cycle.	Milliseconds
redis.evicted.keys	Keys evicted due to maxmemory.	Count
redis.keyspace.hits	Successful key lookups.	Count
redis.keyspace.misses	Missed key lookups.	Count
redis.pubsub.channels	Active Pub/Sub channels.	Count
redis.pubsub.patterns	Active Pub/Sub patterns.	Count
redis.latest.fork.micro.seconds	Duration of last `fork()` call.	Microseconds
redis.migrate.cached.sockets	Migrated cached sockets.	Count
redis.slave.expires.tracked.keys	Replica-tracked EXPIRE keys.	Count
redis.active.defrag.hits	Active defrag hits.	Count
redis.active.defrag.misses	Active defrag misses.	Count
redis.active.defrag.key.hits	Key-level defrag hits.	Count
redis.active.defrag.key.misses	Key-level defrag misses.	Count
redis.tracking.keys	Number of tracked keys.	Count
redis.tracking.items	Number of tracked items.	Count
redis.tracking.prefixes	Number of tracked prefixes.	Count
redis.unexpected.error.replies	Unexpected error replies.	Count
redis.reads.processed	File descriptor reads processed.	Count
redis.writes.processed	File descriptor writes processed.	Count
redis.io.threaded.reads.processed	Reads processed by I/O threads.	Count
redis.io.threaded.writes.processed	Writes processed by I/O threads.	Count

Replication

Metric	Description	Type
redis.replication.role	Replication role (master/replica).	String
redis.replication.connected.slaves	Connected replicas.	Count
redis.replication.master.replication.offset	Master replication offset.	Count
redis.replication.second.replication.offset	Replica second replication offset.	Count
redis.replication.active.backlog	Backlog is active (0/1).	Boolean
redis.replication.backlog.bytes	Backlog size.	Bytes
redis.replication.backlog.first.byte.offset	Backlog first byte offset.	Count
redis.replication.backlog.used.bytes	Backlog used bytes.	Bytes

CPU

Metric	Description	Type
redis.system.cpu.seconds	System CPU time (main thread).	Seconds
redis.user.cpu.seconds	User CPU time (main thread).	Seconds
redis.system.children.cpu.seconds	System CPU time (children).	Seconds
redis.user.children.cpu.seconds	User CPU time (children).	Seconds

Cluster

Metric	Description	Type
redis.cluster.enabled	Cluster mode enabled (0/1).	Boolean

Keyspace

Metric	Description	Type
redis.db	Logical database identifier (e.g., db0).	String
redis.db.keys	Number of keys in the DB.	Count
redis.db.expires	Keys with an expiration set.	Count
redis.db.avg.ttl	Average TTL of keys (ms).	Milliseconds

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Browse our comprehensive integrations catalog to discover all supported platforms and services.

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