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The performance forecast is a main aspect in network performance management. Aiming at multiple elements performance forecast, this paper proposes an algorithm based on fuzzy associative classifier (FAC) and enhanced frequent episode rule. Firstly, we present the framework of forecast system. Then introduce a new algorithm based on FAC and frequent episode rule. At last, combined with an instance, we recount the reasoning process in reasoning machine.