The invention discloses a network analysis application multi-user concurrent job scheduling system and method. The system is a CPU/GPU cluster composed of CPU computing nodes and CPU + GPU computing nodes. The method comprises the following steps of taking any CPU computing node as a job scheduling manager in the CPU/GPU cluster, and deploying job scheduling coordination services on other CPU computing nodes and CPU + GPU computing nodes; using the job scheduling manager for receiving jobs submitted by the plurality of clients and allocating computing resource management to the received jobs;and using the job scheduling coordination service for tracking a job operation condition and a computing resource use condition. The method comprises the steps of enabling the job scheduling manager to issuean allocation instruction to computing nodes in a computing cluster based on a plurality of job requests and computing resource conditions submitted by a plurality of clients; and returning anexecution result to the corresponding client. The network analysis application provided by the invention provides job scheduling service, and meets high-concurrency calculation requests of multi-levelscheduling, multi-user and multi-task network analysis jobs.