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Deriving an optimal solution to demands lying in the vicinity of resource allocation mechanism is necessitated in Cloud computing. But, the underlying traditional methods find difficulty in obtaining solutions to NP-Hard problems, although, these methods are fast, deterministic and obtain exact solutions. With the aim to overcome such discrepancies, IT practitioners are focused towards exploring, developing and deploying heuristics and meta-heuristics techniques. This paper elucidates a wide range of study of existing resource management techniques and also explicates researches carried out in this area. A comparison among the batch-mode heuristics is presented in terms of makespan and the results have been verified using Cloudsim tool. Based on the analysis, future scope of the work has been proposed.