Resource bottleneck identification for multi-stage workflows processing
作者： Xiaoqiao Meng , Parijat Dube , Jian Tan , Li Zhang
DOI:
关键词: Computing systems 、 Computer science 、 Identification (information) 、 Concurrency 、 Workflow 、 Bottleneck 、 Distributed computing 、 Multi stage 、 Set (abstract data type) 、 Resource (project management)
摘要: Identifying resource bottleneck in multi-stage workflow processing may include identifying dependencies between logical stages and physical resources a computing system to determine which stage involves what set of resources; for each the identified dependencies, determining functional relationship usage level concurrency stage; estimating consumption by based on determined stages; performing predictive modeling estimated at said will become bottleneck.
lens.org 参考文章(16)
Feng Zhao, Nicholas Donald Atkins Lane, Niels Brouwers, Ranveer Chandra, Chieh-Jan Mike Liang, Application testing and analysis ,(2014)
Mark Jacob Addleman, David Isaiah Seidman, Capacity planning based on resource utilization as a function of workload ,(2008)
Rick E. Isom, Christopher S. Brinkerhoff, David B. Clarkson, Method of forecasting resource needs ,(1998)
Joyce Nakatumba, Wil M. P. van der Aalst, Analyzing resource behavior using process mining business process management. pp. 69- 80 ,(2009) , 10.1007/978-3-642-12186-9_8
J.D. Gee, M.D. Hill, D.N. Pnevmatikatos, A.J. Smith, Cache performance of the SPEC92 benchmark suite IEEE Micro. ,vol. 13, pp. 17- 27 ,(1993) , 10.1109/40.229711
Parijat Dube, Jian Tan, Li Zhang, Identification and approximations for systems with multi-stage workflows winter simulation conference. pp. 3278- 3287 ,(2011) , 10.5555/2431518.2431907
Vincent W. Freeh, David K. Lowenthal, Feng Pan, Nandini Kappiah, Rob Springer, Barry L. Rountree, Mark E. Femal, Analyzing the Energy-Time Trade-Off in High-Performance Computing Applications IEEE Transactions on Parallel and Distributed Systems. ,vol. 18, pp. 835- 848 ,(2007) , 10.1109/TPDS.2007.1026
Peng Sun, Minlan Yu, Michael J. Freedman, Jennifer Rexford, Identifying performance bottlenecks in CDNs through TCP-level monitoring acm special interest group on data communication. pp. 49- 54 ,(2011) , 10.1145/2018602.2018615
Alina Beygelzimer, Jeff Kephart, Irina Rish, Evaluation of Optimization Methods for Network Bottleneck Diagnosis international conference on autonomic computing. pp. 20- 20 ,(2007) , 10.1109/ICAC.2007.15
Sergey Panov, Alexander Bakman, Method, System and Apparatus for Managing, Modeling, Predicting, Allocating and Utilizing Resources and Bottlenecks in a Computer Network ,(2009)