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. Author manuscript; available in PMC: 2017 Jul 21.
Published in final edited form as: Proc SPIE Int Soc Opt Eng. 2017 Mar 13;10138:101380B. doi: 10.1117/12.2254712

Figure 4.

Figure 4

Time ratio of Hadoop v.s. SGE based on core / data balanced and unbalanced cluster. The balancing can only affect the total job running time. (A) Ratio of total running time on a data / core balanced cluster. (B) Ratio of resource time either on a core / data balanced cluster. (C) Ratio of total running time on a proposed 72 cores grid setup (approximate balanced cluster). (D) Ratio of total running time on a proposed 209 cores grid setup (core / data unbalanced cluster). The red lines in (C/D) indicate the parameters for which Hadoop and SGE result in equivalent performance for the specified setup.