Comment by majidazimi

No it doens't, since a single partition is stored sequentially on one disk which limits the consumers to bandwidth of single disk (say c1 reads beginning of the partition and c2 end of the partition). But in the case of Pulsar c1 is most probably connected to a different node than c2.