A payments platform began seeing multi-second stalls on writes that had previously completed in single-digit milliseconds. Server metrics showed the WiredTiger cache pinned at the eviction trigger with application threads being recruited to evict pages. AceMQ engineers were engaged under the 15-minute emergency SLA and worked the incident with the customer's DBA team.
The working set had grown past the WiredTiger cache allocation, so read misses forced dirty page eviction on the hot path. Once application threads started participating in eviction, latency spiked non-linearly and connection pools saturated upstream. The team had been treating it as a network problem because the symptom surfaced as client-side timeouts rather than slow queries.
MongoDB replica sets on bare metal, backing a high-volume transaction authorization service.
AceMQ correlated serverStatus eviction counters, cache dirty percentage, and checkpoint duration against the application latency histogram to confirm eviction as the root cause rather than disk or network. From there the work split into immediate pressure relief and durable fixes to the index and document footprint so the working set fit back inside cache.
Eviction returned to background threads and write latency came back into its normal range, removing the client timeouts entirely. The customer now has an early-warning signal for cache pressure and a documented sizing model for future data growth.
Ongoing support for replica sets where a short oplog window was forcing repeated full initial syncs of secondaries during nightly batch loads.
Structured review of schema design, index efficiency, replica set topology, and backup recoverability ahead of a major workload increase.
Whether you need architecture advisory, 24/7 support, or full managed services, AceMQ has the expertise to help.