Benchmarking high performance computing systems is crucial to optimize memory consumption and maximize the performance of scientific application codes. We propose a configurable microbenchmark that explores the variations in memory bandwidth for a range of working set sizes, access patterns, and thread configurations. This framework is validated with the comparison of results from STREAM benchmark for repeated execution of the DAXPY triad kernel for both static and dynamic memory allocation. The access patterns emulate the common patterns found in simulation and modeling applications. Using application-specific access patterns we are able to refine the general roofline model for the target application
Many modern workloads, such as neural networks, databases, and graph processing, are fundamentally m...
Performance tuning, as carried out by compiler designers and application programmers to close the pe...
The gap between peak and delivered performance for scientific applications running on microprocessor...
Benchmarking high performance computing systems is crucial to optimize memory consumption and maximi...
Achieving high application performance depends on the combination of memory footprint, instruction m...
Application performance on modern microprocessors depends heavily on performance related characteris...
The growing gap between processor and memory speeds has lead to complex memory hierarchies as proces...
The multicore era has initiated a move to ubiquitous parallelization of software. In the process, co...
On modern computers, the running time of many applications is dominated by the cost of memory opera...
Recent decades have witnessed a surge in the development of concurrent data structures with an incre...
International audienceThe increasing computation capability of servers comes with a dramatic increas...
Hierarchical memory is a cornerstone of modern hardware design because it provides high memory perfo...
Performance problems in applications should ideally be detected as soon as they occur, i.e., directl...
Data mining is the process of extracting useful information or patterns from large raw sets of data....
To cope with the increasing difference between processor and main memory speeds, modern computer sys...
Many modern workloads, such as neural networks, databases, and graph processing, are fundamentally m...
Performance tuning, as carried out by compiler designers and application programmers to close the pe...
The gap between peak and delivered performance for scientific applications running on microprocessor...
Benchmarking high performance computing systems is crucial to optimize memory consumption and maximi...
Achieving high application performance depends on the combination of memory footprint, instruction m...
Application performance on modern microprocessors depends heavily on performance related characteris...
The growing gap between processor and memory speeds has lead to complex memory hierarchies as proces...
The multicore era has initiated a move to ubiquitous parallelization of software. In the process, co...
On modern computers, the running time of many applications is dominated by the cost of memory opera...
Recent decades have witnessed a surge in the development of concurrent data structures with an incre...
International audienceThe increasing computation capability of servers comes with a dramatic increas...
Hierarchical memory is a cornerstone of modern hardware design because it provides high memory perfo...
Performance problems in applications should ideally be detected as soon as they occur, i.e., directl...
Data mining is the process of extracting useful information or patterns from large raw sets of data....
To cope with the increasing difference between processor and main memory speeds, modern computer sys...
Many modern workloads, such as neural networks, databases, and graph processing, are fundamentally m...
Performance tuning, as carried out by compiler designers and application programmers to close the pe...
The gap between peak and delivered performance for scientific applications running on microprocessor...