TAILIEUCHUNG - Ebook Scheduling in distributed computing systems: Part 2

Part 1 book "Scheduling in distributed computing systems" includes content: Allocation of multiple tasks in DCS, other approaches for task allocation, scheduling in computational grid, concluding remarks. | CHAPTER 8 Allocation of Multiple Tasks in DCS This chapter consists of four propositions of TA algorithms first of these ad- dresses the realistic consideration of multiple tasks in a DCS whereas earlier pro- posed algorithms Sec. and consider only one task at a time the second proposition a cluster based algorithm does not require the priori knowledge of execution time of modules of a given task as it is difficult to estimate the same for allocation purposes. These propositions appear in sections and respec- tively. Section and deals with the LBTA strategies for multiple tasks using A and using GA respectively. The task allocation models amp algorithms discussed in previous chapters con- centrated on improvement of execution characteristics of an individual task con- sisting of a number of modules submitted to the DCS. A DCS in fact keeps on receiving multiple tasks from time to time. This calls for consideration of all the tasks for allocation simultaneously to the processing nodes of the DCS. Such an allocation would be able to aim at a good throughput of the system apart from im- provement in the turn around time of the individual task. The idea of multiple task allocation is elaborated in section . 126 Scheduling in Distributed Computing Systems The major problem of the allocation techniques is the assumption that the exe- cution time of the modules of the task on the PEs of the DCS and the communica- tion among them are available priori. The execution time on the PEs of a DCS prior to its execution is just difficult to estimate. The allocation method that may work with other parameters without prior knowledge of execution time is desir- able. The allocation model proposed in section considers the inter module communication for grouping modules into the clusters and at the same time clus- tering of PEs are done based on the inter-processor distances. This cluster-based algorithm for the task allocation can make assignments by .

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