The study and optimization of the method was achieved through experimental design where recovery of compounds using acetonitrile for partition ranged from 62 to 99%.
During the reduce phase (Lines 18 22), the partition ranges ((Rrange_i) and (Srange_i)) for each shift are calculated using the sampled datasets and broadcast to stage 2 (Lines 18 20).
During the map phase (Lines 7 18), after having read each shift's broadcast partition ranges (Line 6), the received transformed datasets are partitioned into (n times alpha) buckets ((R^{g times i}) and (S^{g times i}), (i=1,ldots,alpha), (g=1,ldots,n), Lines 13 & 18), (alpha) being the number of shifts and n the number of partitions.
We divided the mtgenome into 18 partitions and the pairwise difference of each partition ranged from 2.27% (concatenated tRNAs) to 7.03% (intergenic spacer).
Therefore, the expression of homeologs in allopolyploid wheat is prone to partition ranging from slight alteration to complete absence of expression, indicative of subfunctionalization [ 88, 94, 95].
Based on our analysis of 17,441 Crepeatsats from the chicken genome, we identified 57 distinct subfamilies: the subfamily composition ranges from 107 to 879 with most subfamilies containing 150 450 elements (P values for subfamily partition ranges from 3 × 10−298 to 4 × 10−4, see Price et al. [2004] for the P value definition and calculation).
Based on our analysis of 59 turkey CR1 repeats and 1,732 randomly selected chicken CR1 repeats, we also identified a similar number (57) of distinct subfamilies: The subfamily composition ranges from 8too 100 with most subfamilies containing 10 50 elements (P value for subfamily partition ranges from 5 × 10−5 to 3 × 10−4.
Partitions the unified dataset into n partitions, using the received partitioning ranges (Flat Map).
Calculates the partitioning ranges and broadcasts them to the next stage (Group Reduce).
Data partitioning and organization (stage 2) Partitions the unified dataset into n partitions, using the received partitioning ranges (Flat Map).
The partitioning ranges are passed to the stage 2 as broadcast variables Fig. 5 F-zkNN race condition and solution.
