Converting thread-level parallelism to instruction-level parallelism via simultaneous multithreading
ACM Transactions on Computer Systems (TOCS)
FLASH vs. (Simulated) FLASH: closing the simulation loop
ASPLOS IX Proceedings of the ninth international conference on Architectural support for programming languages and operating systems
Predictive performance and scalability modeling of a large-scale application
Proceedings of the 2001 ACM/IEEE conference on Supercomputing
Accurate Performance Prediction for Assively Parallel Systems and Its Applications
Euro-Par '96 Proceedings of the Second International Euro-Par Conference on Parallel Processing-Volume II
A framework for performance modeling and prediction
Proceedings of the 2002 ACM/IEEE conference on Supercomputing
Modeling application performance by convolving machine signatures with application profiles
WWC '01 Proceedings of the Workload Characterization, 2001. WWC-4. 2001 IEEE International Workshop
EMPS: An Environment for Memory Performance Studies
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 10 - Volume 11
How Well Can Simple Metrics Represent the Performance of HPC Applications?
SC '05 Proceedings of the 2005 ACM/IEEE conference on Supercomputing
Quantifying Locality In The Memory Access Patterns of HPC Applications
SC '05 Proceedings of the 2005 ACM/IEEE conference on Supercomputing
A performance prediction framework for scientific applications
Future Generation Computer Systems
Methods of inference and learning for performance modeling of parallel applications
Proceedings of the 12th ACM SIGPLAN symposium on Principles and practice of parallel programming
Characteristics of workloads used in high performance and technical computing
Proceedings of the 21st annual international conference on Supercomputing
MPTD: A Scalable and Flexible Performance Prediction Framework for Parallel Systems
APPT '09 Proceedings of the 8th International Symposium on Advanced Parallel Processing Technologies
Evaluating similarity-based trace reduction techniques for scalable performance analysis
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis
A performance prediction framework for scientific applications
Future Generation Computer Systems
MPInside: a performance analysis and diagnostic tool for MPI applications
Proceedings of the first joint WOSP/SIPEW international conference on Performance engineering
NIDS architecture for clusters
CTS'05 Proceedings of the 2005 international conference on Collaborative technologies and systems
Working set characterization of applications with an efficient LRU algorithm
EPEW'06 Proceedings of the Third European conference on Formal Methods and Stochastic Models for Performance Evaluation
Performance modeling: understanding the past and predicting the future
Euro-Par'05 Proceedings of the 11th international Euro-Par conference on Parallel Processing
An approach to performance prediction for parallel applications
Euro-Par'05 Proceedings of the 11th international Euro-Par conference on Parallel Processing
Trace profiling: Scalable event tracing on high-end parallel systems
Parallel Computing
| Hi-index | 0.00 |
This work presents a performance modeling framework, developed by the Performance Modeling and Characterization (PMaC) Lab at the San Diego Supercomputer Center, that is faster than traditional cycle-accurate simulation, more sophisticated than performance estimation based on system peakperformance metrics, and is shown to be effective on the LINPACK benchmark and a synthetic version of an ocean modeling application (NLOM). The LINPACK benchmark is further used to investigate methods to reduce the time required to make accurate performance predictions with the framework. These methods are applied to the predictions of the synthetic NLOM application.