TY - GEN
T1 - Blurring the computation-communication divide
T2 - 2nd Imperial College Computing Student Workshop, ICCSW 2012
AU - Tan, Wilson M.
AU - Jarvis, Stephen A.
PY - 2012
Y1 - 2012
N2 - Modern MPI simulator frameworks assume the existence of a Computation-Communication Divide: thus, they model and simulate the computation and communication sections of an MPI Program separately. The assumption is actually sound for MPI processes that are situated in different nodes and communicate through a network medium such as Ethernet or Infiniband. For processes that are within a node however, the validity of the assumption is limited since the processes communicate using shared memory, which also figures in computation by storing the application and its associated data structures. In this work, the limits of the said assumption's validity were tested, and it is shown that Extraneous Memory Accesses (EMAs) by a compute section could significantly slow down the communication operations following it. Two general observations were made in the course of this work: first, more EMAs cause greater slowdown; and second, EMAs coming from the compute section of the processes containing the MPI-Recv are more detrimental to communication performance than those coming from processes containing MPI Send.
AB - Modern MPI simulator frameworks assume the existence of a Computation-Communication Divide: thus, they model and simulate the computation and communication sections of an MPI Program separately. The assumption is actually sound for MPI processes that are situated in different nodes and communicate through a network medium such as Ethernet or Infiniband. For processes that are within a node however, the validity of the assumption is limited since the processes communicate using shared memory, which also figures in computation by storing the application and its associated data structures. In this work, the limits of the said assumption's validity were tested, and it is shown that Extraneous Memory Accesses (EMAs) by a compute section could significantly slow down the communication operations following it. Two general observations were made in the course of this work: first, more EMAs cause greater slowdown; and second, EMAs coming from the compute section of the processes containing the MPI-Recv are more detrimental to communication performance than those coming from processes containing MPI Send.
KW - Computer networks
KW - Computer simulation
KW - High performance computing
KW - Message passing
KW - Multicore processing
KW - Parallel processing
KW - Parallel programming
UR - http://www.scopus.com/inward/record.url?scp=84874701410&partnerID=8YFLogxK
U2 - 10.4230/OASIcs.ICCSW.2012.135
DO - 10.4230/OASIcs.ICCSW.2012.135
M3 - Conference contribution
AN - SCOPUS:84874701410
SN - 9783939897484
T3 - 2012 Imperial College Computing Student Workshop, ICCSW 2012
SP - 135
EP - 141
BT - 2012 Imperial College Computing Student Workshop, ICCSW 2012
Y2 - 27 September 2012 through 28 September 2012
ER -