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Scheduling with Gaps: New Models and Algorithms

机译:使用空白调度:新模型和算法

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We initiate the study of scheduling problems where the number or size of the gaps in the schedule is taken into consideration. We focus on the model with unit jobs. First we examine scheduling problems with release times and deadlines, where we consider variants of minimum-gap scheduling, including maximizing throughput with a budget for gaps or minimizing the number of gaps with a throughput requirement. We then turn to other objective functions. For example, in some scenarios, gaps in a schedule may be actually desirable, leading to the problem of maximizing the number of gaps. The second part of the paper examines the model without deadlines, where we focus on the tradeoff between the number of gaps and flow time. For all these problems we provide polynomial algorithms. The solutions involve a spectrum of algorithmic techniques, including different dynamic programming formulations, speed-up techniques based on searching Monge arrays, searching X + Y matrices, or implicit binary search. Throughout the paper, we also draw a connection between our scheduling problems and their continuous analogues, namely hitting set problems for intervals of real numbers.
机译:我们启动了调度问题的研究,其中考虑了计划中差距的数量或大小。我们专注于单位工作的模型。首先,我们检查释放时间和截止日期的调度问题,在那里我们考虑最小差距调度的变体,包括最大化吞吐量,其中包含空隙的预算或最小化吞吐量要求的空隙数量。然后我们转向其他客观函数。例如,在某些情况下,可能实际上可以在某些情况下间隙,导致最大化间隙数量的问题。本文的第二部分审查了没有截止日期的模型,在那里我们专注于差距和流量时间之间的权衡。对于我们提供多项式算法的所有这些问题。该解决方案涉及一种算法技术,包括不同动态编程配方,基于搜索映射阵列的加速技术,搜索X + Y矩阵,或隐式二进制搜索。在整个论文中,我们还在我们的调度问题与其连续的类似物之间建立了联系,即击中了实数间隔的设置问题。

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