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Dissecting GPU Memory Hierarchy through Microbenchmarking
[article]
2016
arXiv
pre-print
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Our microbenchmark results offer a better understanding of the mysterious GPU memory hierarchy, which will facilitate the software optimization and modelling of GPU architectures. ...
In this paper, we propose a novel fine-grained microbenchmarking approach and apply it to three generations of NVIDIA GPUs, namely Fermi, Kepler and Maxwell, to expose the previously unknown characteristics ...
We summarize the related GPU microbenchmark work in Table 1 . ...
arXiv:1509.02308v2
fatcat:suiu2noanjbsddykue3wvqwf7e
A Microbenchmark Suite for OpenMP Tasks
[chapter]
2012
Lecture Notes in Computer Science
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We present a set of extensions to an existing microbenchmark suite for OpenMP. ...
We extend the microbenchmark suite to measure the overheads associated with the new constructs. ...
Conclusions We have presented an extension to our existing suite of OpenMP microbenchmarks to cover the task construct and associated synchronisation. ...
doi:10.1007/978-3-642-30961-8_24
fatcat:awi4scuiljbozeveuqy7fm3wsq
Demystifying GPU microarchitecture through microbenchmarking
2010
2010 IEEE International Symposium on Performance Analysis of Systems & Software (ISPASS)
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Microbenchmark Methodology To explore the GT200 architecture, we create microbenchmarks to expose each characteristic we wish to measure. ...
Listings 1 and 2 show the structure of our memory microbenchmarks. ...
doi:10.1109/ispass.2010.5452013
dblp:conf/ispass/WongPSM10
fatcat:kuvxhuy6gzakjktvquoac6drk4
Assessing Performance Implications of Deep Copy Operations via Microbenchmarking
[article]
2019
arXiv
pre-print
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All the source codes of our microbenchmark are accessible on Github 1 . ...
arXiv:1906.01128v2
fatcat:mbzjuat6tjg3verk37bamzbdd4
Microbenchmarks for determining branch predictor organization
2004
Software, Practice & Experience
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The proposed experiment flow is illustrated with microbenchmarks tuned for Intel Pentium III and Pentium 4 processors, although they can easily be adapted for other architectures. ...
This paper presents an experiment flow with a series of microbenchmarks that determine the organization and size of a branch predictor using on-chip performance monitoring registers. ...
Figure 15 Step 4 microbenchmark. Step 5. ...
doi:10.1002/spe.572
fatcat:zeugcpbpqfckrmd2icym6sxlrm
A Microbenchmark Characterization of the Emu Chick
[article]
2018
arXiv
pre-print
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As Equation 1 shows, one GC can achieve up to 200 MB/s for the STREAM ADD kernel, which we have used as our "peak" achievable bandwidth for comparison with other microbenchmarks. ...
Our study uses microbenchmarks and small kernels-namely, STREAM, pointer chasing, and sparse matrix-vector multiplication (SpMV)-as proxies that reflect some of the key characteristics of our motivating ...
arXiv:1809.07696v2
fatcat:ocywhfk4cfckpg65vjikh672su
nanoBench: A Low-Overhead Tool for Running Microbenchmarks on x86 Systems
[article]
2020
arXiv
pre-print
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Such code is common in microbenchmark-based hardware analysis techniques. Unlike previous tools, nanoBench can execute microbenchmarks directly in kernel space. ...
We present nanoBench, a tool for evaluating small microbenchmarks using hardware performance counters on Intel and AMD x86 systems. ...
Agner Fog [28] provides a framework for running microbenchmarks similar to the microbenchmarks considered in this paper. ...
arXiv:1911.03282v2
fatcat:jcejyzjlwrhgpgfzwimr5sbeji
A microbenchmark case study and lessons learned
2011
Proceedings of the compilation of the co-located workshops on DSM'11, TMC'11, AGERE!'11, AOOPES'11, NEAT'11, & VMIL'11 - SPLASH '11 Workshops
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Background: Benchmarking and Microbenchmarking of Java Benchmarking of computer systems is a notoriously delicate task [9] . ...
Micro-benchmarking of JAVA functions raises its own set of intriguing issues. 1 There are two major hurdles for JAVA microbenchmarks: First, the Just In Time (JIT) compiler, may change the code as it ...
doi:10.1145/2095050.2095100
dblp:conf/oopsla/GilLS11
fatcat:mr73c6otjra4bjmrq5fqbwmki4
Microbenchmarks for Question Answering Systems Using QaldGen
2019
International Semantic Web Conference
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Microbenchmarks are used to test the individual components of the given systems. Thus, such benchmarks can provide a more detailed analysis pertaining to the different components of the systems. ...
On the other hand, microbenchmarks are more specific, designed to test fine-grained components of the complete system [1] . ...
To fill this gap, we propose QaldGen [5] , a framework for automatic selection of components-level microbenchmarks for QA systems over knowledge graphs. ...
dblp:conf/semweb/MehmoodN0SN019
fatcat:k3x3isurmjg4fnxzpixvyifnsa
Dissecting the Graphcore IPU Architecture via Microbenchmarking
[article]
2019
arXiv
pre-print
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We dissect the IPU's performance behavior using microbenchmarks that we crafted for the purpose. We study the IPU's memory organization and performance. ...
This report is the natural extension to a novel architecture of a continuing effort of ours that focuses on the microbenchmark-based discovery of massively parallel architectures. ...
Our microbenchmarks reveal that proximity matters. ...
arXiv:1912.03413v1
fatcat:dxlnjj2icrhilou2awfexs2tca
Applying test case prioritization to software microbenchmarks
2021
Empirical Software Engineering
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., with software microbenchmarks, is hardly investigated. ...
However, it is unclear whether traditional unit testing TCP techniques work equally well for software microbenchmarks. ...
In the remainder of the paper, we use both benchmark and microbenchmark to refer to software microbenchmarks. ...
doi:10.1007/s10664-021-10037-x
pmid:34776757
pmcid:PMC8550681
fatcat:qsx2j33beffjzbio35lipdr7ny
Dissecting the NVIDIA Volta GPU Architecture via Microbenchmarking
[article]
2018
arXiv
pre-print
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To address this dearth of public, microarchitectural-level information on the novel NVIDIA GPUs, independent researchers have resorted to microbenchmarks-based dissection and discovery. ...
In this technical report, we continue this line of research by presenting the microarchitectural details of the NVIDIA Volta architecture, discovered through microbenchmarks and instruction set disassembly ...
arXiv:1804.06826v1
fatcat:obbd5jmwebcxxa7gifbvjeecx4
Microbenchmark performance comparison of high-speed cluster interconnects
2004
IEEE Micro
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Microbenchmarks and performance To provide more insight into the communication behavior of the three interconnects, we designed a set of microbenchmarks and performance parameters to reveal different aspects ...
We have designed a set of microbenchmarks to characterize different aspects of the interconnects. ...
doi:10.1109/mm.2004.1268994
fatcat:2tmrx5boybgtxkvbhlmvweey3y
From micro-OPs to abstract resources: constructing a simpler CPU performance model through microbenchmarking
[article]
2021
arXiv
pre-print
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microbenchmarks that saturate resources. ...
The Core mapping also computes a set of saturating microbenchmarks that individually saturate each of the individual abstract resource. ...
arXiv:2012.11473v3
fatcat:jax3bt5xtjaw3og6ec2i6dpuhi
Comparing Operating Systems Scalability on Multicore Processors by Microbenchmarking
2012
IEICE transactions on information and systems
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research and industry communities, in this paper we choose three operating systems (Linux, Solaris and FreeBSD) to systematically evaluate and compare their scalability by using a set of highly-focused microbenchmarks ...
Microbenchmarks The microbenchmark suite has five programs (forkbench, mmapbench, dupbench, sembench and sockbench), each generating workload to stress one component of an operating system (process management ...
Sembench Sembench is a microbenchmark designed to reveal the scalability of System V IPC in operating systems. ...
doi:10.1587/transinf.e95.d.2810
fatcat:ketv335yvrdivc4eeerza3xb24
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