If I were an attacker I would choose when to attack and a major disruption happening leaving your logging is in chaos seems like it could be a good time. Is it possible you had been compromised for a while and they took that moment to take advantage of it? Or, similarly, they took that moment to use your resources for a different attack that was spurred by the outage?