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Nathan Claire Group
Edge platformDatabase Monitoring
DB · Edge platform module

Database performance monitoring for SQL and NoSQL

Full visibility into query performance, execution plans, locking behaviour and connection pool health. Identify the queries costing you milliseconds before they cost you customers.

DB
Database Monitoring
Edge platform · Module
One of twelve modules writing to the Edge Datalake. All signals correlated across modules automatically.
Query execution timeQuery frequencyLock waitsConnection pool sizeCache hit rate+1 more
Live dashboard preview

See exactly what your team will see

Live data simulation
EdgeProductionDatabase Monitoring
Last 1h
LIVE
Query latency p95
2.1s
▲ baseline 220ms
Throughput
18.4K qps
▼ 28% vs baseline
Connections
187 / 200
93.5% — near full
Slow queries
1,840/min
▲ from 12/min baseline
Lock events
3 active
writes blocking
Top slow querieslast 15 min · sorted by avg duration
QueryDBAvgCalls/minCaller
SELECT * FROM transactions WHERE user_id = ? AND status IN (…)payments-db2100ms1,840checkout-api
UPDATE account_balances SET balance = ? WHERE account_id = ?payments-db1440ms620payments-api
INSERT INTO audit_log (event, user_id, timestamp, payload) VALUES…payments-db880ms4,210auth-service
SELECT p.*, i.stock FROM products p JOIN inventory i ON p.id…product-db340ms8,840inventory-svc
SELECT COUNT(*) FROM sessions WHERE expires_at > NOW()auth-db180ms22,100auth-service
Connection poolpayments-db
187
/ 200
93.5% — 13 connections remaining
At current rate, saturation in ~4 min
Lock contention
transactionsROW EXCLUSIVE
28s held · 41 queries waiting
account_balancesSHARE UPDATE
19s held · 18 queries waiting
transactionsACCESS EXCLUSIVE
6s held · 7 queries waiting
Slow query detected
Query on transactions table: normally 220ms, now averaging 2.1s — 9.5× slower.
2,100ms avg
Checkout API affected
63% of slow query executions originate from Checkout API requests.
Connection saturation
187 of 200 connections in active use — pool near exhaustion.
187 / 200
Lock contention
3 long-running locks blocking write operations on transactions table.
Connected toAPM — Checkout API trace Infrastructure — db-primary-01 Logs — DB error events
Capabilities

What it puts in front of your teams

Every capability is available from day one. No additional instrumentation required beyond the initial agent deployment.

See a live demonstration
01

Slow query list

Ranked list of slowest queries by average time, total time and frequency, updated continuously.

02

Execution plan inspection

Capture the query execution plan at the moment of the slowdown, not after the fact.

03

Index recommendation

AI-assisted index suggestions based on query patterns and execution plan analysis.

04

Lock and deadlock analysis

Detect lock waits and deadlocks in real time, with the queries and tables involved.

05

Connection pool monitoring

Track pool utilisation, wait times and exhaustion events before they cause transaction failures.

How it works

From signal to action in seconds

01

Deploy once

A lightweight Edge agent deploys to your environment. Auto-discovery maps services, hosts and applications without manual configuration.

02

Collect everything

Month-end balance inquiries slow from 200ms to 12 seconds. Database monitoring captures the execution plan showing a missing index on the account_id column. Adding the index restores normal performance in minutes.

03

Act with confidence

Anomaly detection, root cause analysis and AI-assisted recommendations give your teams the context to act fast and correctly.

What it measures

Signals captured by DB

Query execution timeQuery frequencyLock waitsConnection pool sizeCache hit rateIndex efficiency
In practice
Real scenario

Month-end balance inquiries slow from 200ms to 12 seconds. Database monitoring captures the execution plan showing a missing index on the account_id column. Adding the index restores normal performance in minutes.

Business outcomes

What changes for the business

01

Faster root cause

Go from "the database is slow" to "this specific query needs this index" in minutes, not days.

02

Protected transactions

Detect connection pool exhaustion before it causes transaction failures, not after.

03

Right-sized capacity

Identify over-provisioned database resources and consolidate on evidence, not safety margins.

Platform ecosystem

Better together with the Edge platform

DB writes its data to the Edge Datalake, making it queryable and correlatable alongside every other module in real time.

EDGE Platform · Service Topology
COLLECTIONAPPLICATIONINFRASTRUCTUREINTELLIGENCEReal UserBrowser · MobileSyntheticGlobal probesTransactionsE2E tracingApp PerformanceCode-level APMLog MonitoringStructured · tailNetwork Mon.Flow · topologyInfrastructureHosts · VMs · K8sDatabaseQuery insightsSchedulerJob trackingAI AgentAIOps · OverwatchOpenTelemetryOTLP · gRPCEDGE DatalakeUNIFIED · REAL-TIME · QUERYABLE11MODULES100+SOURCES99.99% uptime SLA11 nodes · 11 connections · 1 unified datalakeNCG Africa Ltd
11Modules
< 2%Agent CPU
1Unified Datalake
100+Connectors
Questions

Database Monitoring questions, answered

What does Edge Database Monitoring monitor?

Edge Database Monitoring captures signals including query execution time, query frequency, lock waits, connection pool size, cache hit rate, index efficiency, and provides slow query list, execution plan inspection, index recommendation and more.

How is Edge Database Monitoring deployed?

Edge connects through lightweight agents or agentless connectors — typically 2–4 hours for a standard environment — and can be deployed on-premises, in your private cloud or in a regional cloud, so monitoring data stays within your jurisdiction.

Does it work with the monitoring tools we already use?

Yes. Edge is designed for a no-rip-and-replace approach and connects alongside your existing stack, with 100+ integrations across cloud, containers, databases, APM agents, telemetry standards and alerting channels.

How does DB connect to the rest of Edge?

DB writes its data to the Edge Datalake, so it can be queried and correlated in real time with application traces, logs, infrastructure metrics and real user data from the other Edge modules.

How is it priced?

Pricing is tailored to the scale of your environment, the modules you choose and your deployment model. Start with a short, no-obligation discovery session and NCG will prepare a scoped proposal.

More answers in the FAQ library, or book a demo to see DB on your own environment.

DB · Edge platform

Ready to see Database Monitoring live?

We deploy a proof of value in your environment. You keep it if it delivers. No long commitments, no surprises.