Title :
Application/kernel cooperation towards the efficient execution of shared-memory parallel Java codes
Author :
Guitart, Jordi ; Martorell, Xavier ; Torres, Jordi ; Ayguadé, Eduard
Author_Institution :
Comput. Archit. Dept., Tech. Univ. of Catalonia, Barcelona, Spain
Abstract :
In this paper we propose mechanisms to improve the performance of parallel Java applications executing on multiprogrammed shared-memory multiprocessors. The proposal is based on a dialog between each Java application and the underlying execution environment (mainly the resource manager in the kernel) so that both cooperate on improving the overall performance (individual application speedup and system throughput). This dialog implies modifications at the application (or compiler), the threading library and kernel levels. Performance degradation of parallel applications running on multiprogrammed systems has been analyzed and addressed using some kind of cooperation on other environment. In this paper we intend to detect this problem in the Java context, determine if cooperation is also a good mechanism to improve performance, and in this case, which modifications are required to the Java execution environment to allow this cooperation. The paper includes experimental results based on parallel OpenMP-like workloads, including both applications able to cooperate (malleable) and not (non-malleable).
Keywords :
Java; multi-threading; multiprogramming; parallelising compilers; performance evaluation; shared memory systems; application/kernel cooperation; compiler; malleable applications; multiprogrammed shared-memory multiprocessors; nonmalleable applications; parallel OpenMP-like workloads; parallel applications; performance; shared-memory parallel Java codes; speedup; system throughput; threading library; Application software; Degradation; Java; Kernel; Libraries; Parallel processing; Performance analysis; Proposals; Runtime; Yarn;
Conference_Titel :
Parallel and Distributed Processing Symposium, 2003. Proceedings. International
Print_ISBN :
0-7695-1926-1
DOI :
10.1109/IPDPS.2003.1213122