Communications of the ACM
Parallel depth first search. Part II. analysis
International Journal of Parallel Programming
Measuring parallel processor performance
Communications of the ACM
Journal of Parallel and Distributed Computing - Special issue on scalability of parallel algorithms and architectures
Scalability of algorithms: an analytic approach
Parallel Computing
MPI-SIM: using parallel simulation to evaluate MPI programs
Proceedings of the 30th conference on Winter simulation
Structure of Computers and Computations
Structure of Computers and Computations
Parallel performance prediction using lost cycles analysis
Proceedings of the 1994 ACM/IEEE conference on Supercomputing
Isoefficiency: Measuring the Scalability of Parallel Algorithms and Architectures
IEEE Parallel & Distributed Technology: Systems & Technology
Scalability of Parallel Algorithm-Machine Combinations
IEEE Transactions on Parallel and Distributed Systems
Journal of Parallel and Distributed Computing
Performance prediction of large-scale parallell system and application using macro-level simulation
Proceedings of the 2008 ACM/IEEE conference on Supercomputing
Validity of the single processor approach to achieving large scale computing capabilities
AFIPS '67 (Spring) Proceedings of the April 18-20, 1967, spring joint computer conference
A parallel solution for high resolution histological image analysis
Computer Methods and Programs in Biomedicine
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I studied novel performance metrics of parallel processing efficiency, determined simply by measuring timing data in a parallel process. The metrics, which consider load-imbalance, are called the parallel efficiency, load-balancing, and parallel impediment metrics. The relationships between these three can be unified into one expression that makes it possible to conduct detailed performance evaluations of parallel processing. The parallel efficiency metric also makes it possible to estimate the acceleration potential of the parallel process.