With the rapid development of cutting-edge intelligent technology and massive data processing,the critical position of computing centers in the IT field is gradually emerging.To meet the demand for high-end computing power,intelligent computing resources must integrate cutting-edge computing power management and collaborative work technologies to achieve efficient resource allocation and maximize utilization efficiency.By integrating numerous high-performance computing resources theory and practice,utilizing improved pheromone ant colony algorithm and intelligent optimization methods,the execution efficiency of computationally intensive and data intensive tasks is significantly improved.Efficient resource allocation methods significantly improve the problem of uneven distribution of computing power and low resource utilization efficiency.By utilizing dynamic adjustment of processing and communication capabilities,the overall job processing speed is improved,workloads are allocated,and the efficiency of computing resource utilization is enhanced.
关键词
智算中心/算力调度/通信技术/负载均衡
Key words
intelligent computing center/computing power scheduling/communications technology/load balancing
维普
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