Scheduling Algorithms
Scheduling algorithms are a set of rules that determine the order in which tasks are executed by a computer system. In data science and artificial intelligence, scheduling algorithms are used to optimize the allocation of resources, such as CPU time and memory, to different tasks or processes. These algorithms aim to minimize the waiting time, turnaround time, and response time of tasks, while maximizing the throughput and efficiency of the system. There are various types of scheduling algorithms, including preemptive and non-preemptive, priority-based, round-robin, and shortest job first. Each algorithm has its own advantages and disadvantages, and the choice of algorithm depends on the specific requirements of the system and the tasks being executed.
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