AP Networking • Evidence database • Diagnostic reasoning

Network Failure Symptom Database: Diagnose by Evidence, Scope, and the Next Best Test

Map network symptoms to bounded inferences, known-good checkpoints, decisive artifacts, falsifiers, false positives, and verification instead of memorizing one symptom = one cause.

Independent AP Networking resource • Updated 2026-09-09 • Includes 24 free digital flashcards
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How this database works

A symptom is a boundary clue—not a diagnosis

The same user complaint can be produced by different mechanisms, while one mechanism can produce several symptoms downstream. This database is designed to prevent “symptom matching” from turning into guessing. Start with the observation, preserve every known-good checkpoint, define the failure scope, and choose the next artifact whose possible outcomes separate the remaining explanations.

1. ObserveState exactly what failed without naming a cause.
2. ScopeIdentify affected clients, networks, destinations, protocols and time.
3. PreserveRecord the last successful dependency.
4. DiscriminateChoose evidence that divides plausible mechanisms.
5. VerifyRepeat the requirement and a useful control.

The database uses Symptom → Scope → Known-Good Checkpoint → Candidate Boundary → Discriminating Evidence → Falsifier → Next Test → Verification. The “falsifier” matters: a strong hypothesis predicts evidence that could prove it wrong.

Master index

Fast symptom-to-evidence matrix

Use this table to decide where the uncertainty begins. The “do not overclaim” column is as important as the likely boundary.

Observed signatureCandidate boundaryBest next evidenceUseful falsifier/controlDo not overclaim
No Ethernet link on one endpointNIC/cable/termination/switch portBoth-end interface state; controlled cable/port swapSame device links on known-good pathNo link does not identify which physical component failed.
169.254.x.x IPv4 addressNormal DHCP acquisition/pathVLAN, DHCP exchange/log, scope/relay, peer leaseStatic known-good config reaches gateway only as controlled testAPIPA does not identify the DHCP cause.
Expected IP but gateway unreachableLocal subnet/ARP/VLAN/gatewayARP/neighbor state, peer gateway test, switch/VLAN evidencePeer in same VLAN reaches gatewayDo not jump to DNS or WAN.
Gateway works; remote numeric IP failsRouting/edge/firewall/NAT/WANRoute, hop progress, edge state/logsAnother source through same edge succeedsGateway success proves only the tested first-hop path.
Remote numeric works; hostname failsDNS resolver/query/record pathResolver config and query responseQuery intended resolver directlyDo not change the default route without contrary evidence.
One VLAN fails across a trunk; another worksVLAN-specific Layer 2 path/configVLAN existence, allowed list, tagging, endpointsSame VLAN works across alternate pathWorking VLAN weakens total trunk failure.
Many MACs move rapidly + broadcasts spikeLayer 2 loop candidateMAC move timeline, broadcast rate, STP/topologyMoves isolated to one identity without broad broadcast riseOne moving MAC is not a broadcast storm.
One IP alternates between MAC addressesDuplicate IP/ownership candidateARP timeline + switch MAC location + DHCP/static inventoryIntentional HA/shared-IP designA ping reply cannot identify the owner.
Correct IP/gateway; one TCP service times outTransport/policy/listener/pathExact-flow test, firewall log, listener, packet directionAnother port/service to same host succeedsPing does not prove the TCP service.
Latency rises only under loadQueueing/congestion candidateIdle-vs-load latency, utilization, queue dropsLatency rises without utilization/queue correlationHigh latency is not automatically low bandwidth.
One device slow; peers fastEndpoint/access-path candidateSame-workload peer, link errors, Wi-Fi, processes, VPNSymptom follows jack/AP/path instead of deviceOne slow device does not prove the LAN is healthy everywhere.
Wi-Fi fails; wired control worksWireless access/RF/auth/VLANBSSID, association/auth, RSSI/SNR, retries, VLAN/DHCPSame client works wired through shared upstreamDo not blame WAN before testing the unique wireless path.
Wi-Fi associated; no IP leasePost-association VLAN/DHCP pathAuth role/VLAN, DHCP exchange, relay/scopePeer on same BSSID/VLAN leases normallyAssociation does not prove DHCP.
Strong RSSI but poor throughputAirtime/interference/retries/capacitySNR, retries, channel utilization, rate, control bandClean wired/local-server controlStrong signal is not proof of clean airtime.
Route exists but destination unreachableRoute usability/next hop/return path/policyLongest-prefix match, adjacency, hop progress, return routeAlternate prefix/path succeedsRoute presence does not prove forwarding.
Internal site fails; public Internet worksPrivate DNS/route/policy/proxy/servicePrivate resolution, exact route, TCP/TLS/app responseWorking peer or another internal servicePublic browsing does not prove private dependencies.

Swipe horizontally to see the full database.

Record family: physical

No link, flapping link, and error-growing link are three different signatures

No link

Attachment never establishes

Compare NIC state, switch-port state and a known-good cable/port. Do not troubleshoot DNS while attachment is absent.

Flapping

Attachment repeatedly changes state

Correlate timestamps at both ends with movement, power, port events and negotiation. A snapshot after recovery can hide the failure.

Errors

Link remains up but frames fail

Use counter deltas during reproduced traffic. Lifetime CRC/error totals without a time window are weaker evidence.

A controlled substitution is most useful when only one variable changes. If the same endpoint and cable work on another port, that does not prove the original switch port alone is defective; the original port may differ in VLAN, policy, patching or physical path. State exactly what the experiment isolated.

Record family: addressing

APIPA, wrong subnet, wrong mask, duplicate IP and wrong gateway should not collapse into “bad IP”

A 169.254 address means expected IPv4 configuration was not obtained; it does not distinguish DHCP scope exhaustion from a blocked relay path or wrong VLAN. An unexpected but valid-looking subnet can instead indicate wrong VLAN/scope. A wrong mask changes the host's local-versus-remote decision. A wrong gateway can leave local communication intact while remote networks fail. A duplicate IP can produce intermittent ownership changes rather than a clean outage.

Discriminator: If an address alternates between two MAC addresses in ARP observations and the switch locates those MACs on different ports, duplicate ownership becomes much stronger. If the “alternate” MAC is an intentional redundancy virtual address, the same observation has a different explanation. Architecture is part of evidence interpretation.

Compare Duplicate IP Address Symptoms, Wrong Subnet Mask Symptoms, and Wrong Default Gateway Symptoms.

Record family: switching

Use scope to separate one VLAN problem from a trunk-wide or loop-wide failure

If VLAN 20 fails across a trunk while VLAN 30 crosses the same physical trunk successfully, the working VLAN is a powerful control. It weakens a total physical-trunk failure and shifts attention to VLAN existence, tagging, allowed-VLAN state, access membership and VLAN-specific spanning-tree or policy state. It does not prove which of those mechanisms is wrong.

A loop signature is broader: repeated flooding can amplify broadcasts/unknown traffic, MAC locations may oscillate, utilization can rise and many clients may degrade together. One MAC moving between ports is insufficient by itself because mobility, virtualization, redundancy or duplicate identity can produce narrower movement.

For mechanism detail, use Network Loop and Broadcast Storm, MAC Address Table Explained, and VLAN Mismatch Symptoms.

Record family: routing

“Route exists” is configuration evidence; forwarding progress is behavioral evidence

For an unreachable remote network, determine the source IP/prefix, the host's local-or-remote decision, the exact route selected for the destination, the next hop, forwarding progress, destination-network arrival, return route and policy/state. Longest-prefix matching matters: a more-specific stale route can defeat a healthy default route.

Traceroute or hop evidence should be treated carefully. A responding hop proves progress to that observation point; asterisks do not automatically identify the broken router because devices can deprioritize or filter diagnostic responses while forwarding transit traffic. Pair path evidence with route/adjacency and destination-specific controls.

See Routing for AP Networking and Routing Loop Symptoms.

Record family: DNS and services

Numeric success followed by name failure moves the boundary; it does not end the investigation

If a remote numeric destination works while the intended hostname fails, preserve the routed-IP checkpoint. Inspect the configured resolver, resolver reachability, query result and returned address. A timeout, NXDOMAIN and wrong answer are different signatures. If DNS returns the intended address, move forward again to the exact transport/application flow.

Likewise, ping success is not proof that TCP/443 is available. A TCP timeout, explicit refusal and successful establishment carry different evidence. Once TCP establishes, unresolved dependencies move toward TLS, proxy, HTTP or application state.

Use Can Ping IP but Not Domain Name and Port Blocked Troubleshooting for those branches.

Record family: performance

Performance symptoms require a comparison condition, not just a slow result

“Slow” should be decomposed into latency, jitter, loss, throughput, transaction time or airtime behavior. If latency is normal while idle but rises sharply under offered load, queueing/congestion becomes a candidate. Correlate the same time window with interface utilization, queue occupancy/drops or competing traffic. A fast link speed does not prevent queueing at a slower downstream bottleneck.

If only one endpoint is slow, compare the same workload from a healthy peer under the same conditions. The bottleneck may follow the device, Ethernet negotiation/errors, Wi-Fi association, background upload, VPN/proxy path, CPU/disk/security inspection, or application—not the shared network.

Continue with Network Congestion Explained, High Jitter, or Network Performance.

Record family: wireless

Wi-Fi “connected” has multiple checkpoints after association

Wireless diagnosis benefits from a state chain: Visibility → BSSID/AP → Association → Authentication → Authorization/Role → RF/Airtime → VLAN → DHCP → Gateway → Remote IP → DNS → Application. An association icon proves only an early transition. A client can associate successfully yet fail enterprise authentication, receive the wrong role/VLAN, miss DHCP, or suffer high retry rates.

Strong RSSI is another common false positive. Signal strength does not measure noise, contention or retries. Compare SNR, channel utilization, retry behavior, data rate and a wired/local control. Conversely, weak RSSI with acceptable application behavior may not violate the actual requirement.

Use Wireless Networking, Wireless Authentication Failure, and Wi-Fi Channel Interference.

False-positive laboratory

Six observations that tempt students to overdiagnose

“Ping works, so the server is fine.”

False. ICMP success does not establish the required TCP listener, TLS, HTTP or application.

“There is a route, so routing is fine.”

False. The route can point to an unusable next hop or lose the return path.

“Wi-Fi bars are strong, so RF is fine.”

False. Strong RSSI can coexist with interference, contention and retries.

“The link light is on, so Ethernet is fine.”

False. VLAN, errors, DHCP and all higher dependencies remain unresolved.

“One MAC moved, so there is a loop.”

False. A broad loop needs correlated topology/flooding/MAC evidence.

“169.254 means DHCP server down.”

False. It identifies failed normal address acquisition, not the precise mechanism.

Cross-artifact reasoning

Two independent artifacts are often stronger than one dramatic symptom

Artifact pairStronger combined inferenceRemaining uncertainty
ARP ownership alternates + MACs locate on two access portsTwo Layer 2 identities are claiming/reachable for one IP contextAccidental duplicate vs intentional shared-IP design
Latency rises under load + output queue drops rise same intervalQueueing at that interface is strongly correlated with symptomWhy offered load exceeds service rate
One VLAN fails + another VLAN crosses same trunkPhysical trunk can carry at least some trafficAllowed/tagging/VLAN/STP specifics for failed VLAN
TCP SYN reaches server + no SYN-ACK leavesForward path reaches server observation pointListener, host firewall, local server stack
Correct DNS answer + TCP/443 establishesName resolution and transport checkpoint succeedTLS/HTTP/application/backend

Swipe horizontally to see the full table.

Time dimension

Rates, deltas and timelines can reveal mechanisms hidden by snapshots

A single interface counter of 4,000 errors is hard to interpret without uptime and traffic volume. If errors rise by 300 during a 30-second reproduced transfer while a control interface remains flat, the delta is far more useful. The same applies to MAC moves, ARP ownership, channel utilization, DHCP failures, latency and packet loss.

★ Routing Practice • Network Failure Symptom Database: Diagnose by Evidence, Scope, and the Next Best Test

A five-minute warm-up for Network Failure Symptom Database: Diagnose by Evidence, Scope, and the Next Best Test

Tomorrow’s opening question can pick up where this page leaves off: give students a fault to investigate, a test to choose and a repair to verify. The 300 Bell Ringers give you short questions and teacher answers you can use without preparing a new starter each morning.

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Build a timeline for intermittent incidents: symptom begins, link state changes, lease renews, route changes, MAC moves, policy logs appear, service recovers. Correlation is not automatic causation, but synchronized events can identify the dependency whose state changed with the symptom.

Failure scope matrix

Ask “what shares this dependency?” before blaming a component

ScopeDependencies that become more plausibleControl that reduces uncertainty
One endpoint, every destinationEndpoint config, NIC/access link, local policy, VPN/proxyHealthy peer on same network
Many endpoints, one destination/serviceDestination, service, policy, route specific to destinationOther destinations from same sources
One VLAN onlyVLAN path, gateway/SVI, DHCP/relay, VLAN-specific policyAnother VLAN sharing physical infrastructure
One building/switchShared uplink, power, trunk, gateway pathNeighbor site/switch using same core services
Everyone, all destinationsCore/edge, shared DNS, WAN, widespread power/control-plane issueLocal-vs-remote and service-specific tests
Only under peak loadCapacity, queueing, airtime, resource exhaustionSame path/workload off-peak
Worked case 1

APIPA across new clients, but old leases still communicate

Three newly connected clients in one VLAN receive 169.254 addresses. Existing clients with valid leases continue reaching the gateway and Internet. That scope weakens a total VLAN or gateway outage. DHCP scope data shows no free leases. After the approved scope correction, a fresh client receives the intended address, gateway and DNS values and completes the original application test.

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The symptom did not prove “DHCP server down.” Existing leases and the scope artifact separated exhaustion from a total server failure.

Worked case 2

One VLAN fails across a trunk while another VLAN remains healthy

Users in VLAN 20 lose connectivity across a switch-to-switch trunk; VLAN 30 users across the same physical link remain healthy. The failed VLAN exists at both ends, but trunk evidence shows VLAN 20 missing from the allowed set on one side. Restoring the approved VLAN allowance returns VLAN 20 traffic while VLAN 30 remains unaffected.

The working VLAN was a falsifier for “the trunk cable is dead.” It did not, by itself, identify the allowed-list error; configuration evidence did that.

Worked case 3

High latency under load correlates with one constrained egress queue

Idle latency is normal. During a large upload, latency and application delay rise for multiple clients. At the same interval, the shared egress interface approaches its service rate and output queue drops increase. When the offered load ends, both queue evidence and latency recover.

Routing Exam Practice • Database Network Failure Symptom Database

Check whether Network Failure Symptom Database: Diagnose by Evidence, Scope, and the Next Best Test has really stuck

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This correlation supports queueing at a shared bottleneck far better than a generic “network is slow” diagnosis. Verification should repeat comparable load after the justified capacity/QoS correction rather than testing only at idle.

Worked case 4

Strong Wi-Fi signal, poor performance, and rising retries

A client reports strong RSSI near the AP but poor throughput during a busy period. SNR is adequate, yet retry percentage and channel utilization rise sharply. A wired control through the same upstream network remains healthy. Moving the client to a cleaner approved channel/band plan reduces retries and restores the required workload.

Strong RSSI was not evidence of clean airtime. The wired control preserved the shared WAN path and moved the investigation toward the wireless-specific dependency.

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Worked case 5

Remote IP works, hostname fails, and the resolver times out

The client reaches its gateway and a remote numeric destination. The intended hostname fails. DNS queries to the configured resolver time out while a working peer uses a different managed resolver. Correcting the resolver configuration restores name resolution and the original application.

Because numeric routed traffic succeeded, changing Ethernet, VLAN or default gateway would have ignored the last known-good checkpoint.

Worked case 6

One TCP port fails while the same host answers other services

The destination resolves correctly, routes successfully, and responds on an approved management service, but TCP/443 times out. A firewall log generated during the reproduction matches the exact source, destination and port to a deny rule. The approved narrow policy correction restores HTTPS; a prohibited comparison flow remains blocked.

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This is an exact-flow diagnosis. Host reachability and one working service are controls against the claim that the destination is simply “down.”

Decision discipline

Choose the next test by information gain, not habit

If two hypotheses predict the same outcome for a test, that test has little discriminating value. Suppose DNS failure and a dead Ethernet link are both being considered, but the client already reaches a remote numeric IP. Repeating ping adds little. Querying the configured resolver directly can separate resolver reachability from record behavior. Likewise, when deciding between endpoint failure and jack/path failure, a two-way controlled swap can be more informative than rebooting both devices.

High-information test: one whose possible outcomes send the investigation down meaningfully different branches while changing as little state as possible.
AP-style response model

Write from evidence boundary to mechanism—not from symptom to guess

Observation: “The client reaches its gateway and a remote numeric address but cannot resolve the required hostname.” Bounded inference: “The tested local and routed IP path works without DNS, so a broad physical-link or default-gateway failure is unlikely for this attempt.” Next evidence: “Inspect the configured resolver and issue the exact DNS query.” Mechanism: “If the query to the configured resolver times out while a working peer's intended resolver answers, resolver configuration/reachability explains the name-only failure.” Verification: “Resolve the original hostname and repeat the required application without changing unrelated routing.”

Verification database

Match verification to the mechanism you actually changed

Changed mechanismPositive verificationControl/negative verification
Physical pathExpected link and workload remain stable under trafficError deltas stay normal; unaffected path remains healthy
DHCPFresh client obtains complete intended leaseExisting scopes/clients remain healthy
VLAN/trunkFailed VLAN traverses intended pathOther VLANs remain correctly isolated/carried
RoutingExact destination follows intended path both directionsUnrelated prefixes retain intended route
FirewallApproved exact flow succeedsProhibited comparison flow remains denied
DNSExact name returns intended answer and service worksOther required names still resolve correctly
PerformanceOriginal workload meets requirement under comparable loadMeasure same metric, not a different easier test
WirelessRequired workload succeeds in target locations/conditionsRoaming/security/segmentation behavior remains correct
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