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Complexity of minimum length scheduling for precedence constrained messages in distributed systems

机译:分布式系统中优先约束消息的最小长度调度的复杂性

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Switching networks are the core of many communication and multiprocessor systems. In these systems, a set of entities (communication equipment or processors) communicate through the switching network by exchanging messages. Simultaneous transmission or reception of two 01 more different messages through an input or output port results in the corruption of the messages (also called collision), which are useless and must be retransmitted later. This causes a performance degradation. Collisions can be avoided only by a proper scheduling of the messages. The same problem also arises in single-hop purely optical WDM systems, where simultaneous reception or transmission over the same wavelength channel results in a collision. In this paper, we study the problem of minimum length scheduling of a set of messages subject to precedence constraints. We show that the decision version of the problem is NP-complete even in very restricted cases. This means that the optimization problem cannot be solved in polynomial time, unless P=NP. Since the problem cannot be optimally solved by fast algorithms, we then investigate the existence of polynomial time approximation algorithms, by first proving that approximation algorithms cannot exist with performance ratio bounded by 4/3 or smaller and successively presenting an /spl epsiv/-approximation algorithm with /spl epsiv/>2 for the case of two precedence classes of messages. Finally, we assess the existence of an asymptotically optimal schedule in the general case of an unrestricted number of precedence classes.
机译:交换网络是许多通信和多处理器系统的核心。在这些系统中,一组实体(通信设备或处理器)通过交换消息通过交换网络进行通信。通过输入或输出端口同时发送或接收两个以上01个不同的消息会导致消息损坏(也称为冲突),这是无用的,必须稍后重新发送。这导致性能下降。仅通过正确安排消息,才能避免冲突。在单跳纯光学WDM系统中也会出现相同的问题,其中在同一波长信道上的同时接收或传输会导致冲突。在本文中,我们研究受优先权约束的一组消息的最小长度调度问题。我们表明,即使在非常有限的情况下,问题的决策版本也是NP完全的。这意味着除非P = NP,否则优化问题无法在多项式时间内解决。由于无法通过快速算法最佳地解决问题,因此我们首先通过证明逼近算法不能存在以4/3或更小的性能比率为界的逼近算法来研究多项式时间逼近算法的存在,并依次给出/ spl epsiv /-逼近对于两种优先级的消息,请使用带有/ spl epsiv /> 2的算法。最后,在无限制优先级类别的一般情况下,我们评估了渐近最优调度的存在。

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