Visualizing parallel computer system performance
Instrumentation for future parallel computing systems
Experiences with hypercube operating system instrumentation
International Journal of High Speed Computing - Special issue: session on parallel systems performance
Operating system support for adaptable real-time systems
IEEE Real-Time Systems Newsletter - Special Issue: on the seventh IEEE workshop on real-time operating systems and software
Integrating performance data collection, analysis, and visualization
Parallel computer systems
Surround-screen projection-based virtual reality: the design and implementation of the CAVE
SIGGRAPH '93 Proceedings of the 20th annual conference on Computer graphics and interactive techniques
The paragon performance monitoring environment
Proceedings of the 1993 ACM/IEEE conference on Supercomputing
Experimental analysis of parallel systems: techniques and open problems
Proceedings of the 7th international conference on Computer performance evaluation : modelling techniques and tools: modelling techniques and tools
An integrated compilation and performance analysis environment for data parallel programs
Supercomputing '95 Proceedings of the 1995 ACM/IEEE conference on Supercomputing
PPFS: a high performance portable parallel file system
ICS '95 Proceedings of the 9th international conference on Supercomputing
A hardware-based performance monitor for the Intel iPSC/2 hypercube
ICS '90 Proceedings of the 4th international conference on Supercomputing
Performance Instrumentation Techniques for Parallel Systems
Performance Evaluation of Computer and Communication Systems, Joint Tutorial Papers of Performance '93 and Sigmetrics '93
Searching for the sorting record: experiences in tuning NOW-Sort
SPDT '98 Proceedings of the SIGMETRICS symposium on Parallel and distributed tools
Performance Issues in Parallel Processing Systems
Performance Evaluation: Origins and Directions
I/O Requirements of Scientific Applications: An Evolutionary View
HPDC '96 Proceedings of the 5th IEEE International Symposium on High Performance Distributed Computing
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A large and important class of national challenge applications are irregular, with complex, data dependent execution behavior, and dynamic, with time varying resource demands. We believe the solution to the performance optimization conundrum is integration of dynamic performance instrumentation and on-the-fly performance data reduction with configurable, malleable resource management algorithms, and a real-time adaptive control mechanism that automatically chooses and configures resource management algorithms based on application request patterns and observed system performance. Within the context of parallel input/output optimization, we describe the components of such a closed-loop control system based on the Pablo performance analysis environment, a portable parallel file system (PPFS), and virtual environments for study of dynamic performance data and interactive control of file system policies.