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Evaluating servers with commercial workloads

K. Keeton, R. Clapp, A. Nanda
2003 Computer  
With lower sensitivity to memory latency Commercial workloads, which differ markedly from scientific and technical workloads, can more accurately evaluate new server designs.  ...  Researchers have also studied the impact of DSS workloads on server design.  ...  Despite the importance of commercial workloads, over the past 10 years less than 15 percent of all evaluations in major computer architecture conferences used them.  ... 
doi:10.1109/mc.2003.1178043 fatcat:accb3hf7gfc5poiwktep3bm2dy

Middleware benchmarking: approaches, results, experiences

Paul Brebner, Emmanuel Cecchet, Julie Marguerite, Petr Tůma, Octavian Ciuhandu, Bruno Dufour, Lieven Eeckhout, Stéphane Frénot, Arvind S. Krishna, John Murphy, Clark Verbrugge
2005 Concurrency and Computation  
The report summarizes the results of the Workshop on Middleware Benchmarking held during OOPSLA 2003.  ...  The participants of the workshop have focused on identifying requirements of and obstacles to middleware benchmarking and forming a position on the related issues.  ...  Benchmarking to evaluate middleware The second use of a benchmark that was considered important by the participants of the workshop was benchmarking to evaluate middleware.  ... 
doi:10.1002/cpe.918 fatcat:r3odr556ezgxba7k2sxjxqyjhi

Evaluation of design options for the trace cache fetch mechanism

S.J. Patel, D.H. Friendly, Y.N. Patt
1999 IEEE transactions on computers  
Workshop on Computer Architecture Evaluation Using Commercial Workloads, Feb. 1998. D. Friendly, S. Patel, and Y. Patt. "Alternative Fetch and Issue Techniques from the Trace Cache Fetch Mechanism."  ...  Watson Research Center Yorktown, NY Member of systems group investigating future architectures and microarchitectures. Researched instruction and data prefetching techniques for commercial workloads.  ... 
doi:10.1109/12.752661 fatcat:c5eikpxf6rf5zpo6sblqsiqoju

Simulating a $2M commercial server on a $2K PC

A.R. Alameldeen, M.M.K. Martin, C.J. Mauer, K.E. Moore, Min Xu, M.D. Hill, D.A. Wood, D.J. Sorin
2003 Computer  
50 Computer Simulating a $2M Commercial Server on a $2K PC T he Internet has made database management systems and Web servers integral parts of today's business and communications infrastructure.  ...  Commercial workloads, unlike simpler workloads, rely heavily on operating system services such as input/output, process scheduling, and interprocess communication.  ...  Acknowledgments This work is supported in part by the US National Science  ... 
doi:10.1109/mc.2003.1178046 fatcat:rsmwwz33kjfvhatf7viha2uiyq

Energy-Secure System Architectures (ESSA): A Workshop Report

Pradip Bose, Saibal Mukhopadhyay
2019 IEEE Micro  
Symposium on Computer Architecture (ISCA)].  ...  The thermal imaging, measurement, and calibration were conducted using a special infra-red camera setup. 9 As Figure 3 shows, the "normal" execution time of the full gcc workload on a P4 using a commercial  ... 
doi:10.1109/mm.2019.2921508 fatcat:l4v772v6p5fwpbg3w2o4itf7dm

Performance analysis and its impact on design

P. Bose, T.M. Conte
1998 Computer  
Often called a trace-driven pipeline The PAID Workshops The Performance Analysis and its Impact on Design (PAID) Workshops started at the 1995 International Symposium on Computer Architecture.  ...  Chip development groups may increasingly use multiscalar evaluation models, symmetric multiprocessor modeling capabilities, or models to evaluate multithreaded architectures.  ... 
doi:10.1109/2.675632 fatcat:koqgxmbwwnehhpr6kdbcnf4v7u

Report on workshop on operating systems support for next generation large scale NVRAM (NVRAMOS 2009)

Sang-Won Lee, Sooyong Kang, Youjip Won, Jongmoo Choi
2009 SIGMOD record  
WORKSHOP CONCLUSIONS Many participants agreed that the research on Flash memory SSD and its related system software technologies is one of the main-stream topics in current computer science field.  ...  Further, when NVRAM (for example, PRAM, FeRAM, and MRAM, which are expected to be commercially available in the market) is used as write buffer.  ... 
doi:10.1145/1815918.1815931 fatcat:fqsnm3nldvbmfncvwguvhxakfe

Report on the ACM sixth international workshop on data warehousing and OLAP (DOLAP 2003)

Stefano Rizzi, Il-Yeol Song
2004 SIGIR Forum  
Acknowledgements DOLAP 2003 was sponsored by ACM's Special Interest Groups on Information Retrieval and Management Information Systems.  ...  In the second talk, Matteo Golfarelli proposed an original set of indicators to profile an OLAP workload.  ...  The second paper, presented by Wolfgang Hümmer, proposed XCube: a family of XML templates used to exchange data cubes over a network.  ... 
doi:10.1145/986278.986290 fatcat:y7giueg62jdevj7kvpocjdbata

Beyond Microbenchmarks: The SPEC-RG Vision for a Comprehensive Serverless Benchmark

Erwin van Eyk, Joel Scheuner, Simon Eismann, Cristina L. Abad, Alexandru Iosup
2020 Companion of the ACM/SPEC International Conference on Performance Engineering  
ACKNOWLEDGMENTS The work presented in this article has benefited from discussions within the SPEC-RG Cloud Group, and further in the Cloud Control Workshop series organized by Erik Elmroth and his team  ...  or commercial advantage and that copies bear this notice and the full citation on the first page.  ...  Second, as serverless computing becomes increasingly relevant for data-intensive workloads-e.g., in graph processing [9] and object storage [8] -additional experiments targeting these kinds workloads  ... 
doi:10.1145/3375555.3384381 dblp:conf/wosp/EykSEAI20 fatcat:jrir4wiyvfa3fhwxbyytnxv74q

A detailed comparison of two transaction processing workloads

Stets, Gharachorloo, Barroso
2002 2002 IEEE International Workshop on Workload Characterization  
Our experiments use the Oracle commercial database engine for running the workloads, with results generated using both full system simulations and actual runs on Alpha multiprocessors.  ...  The findings in this paper make it easier to compare results from studies that use one or the other workload.  ...  Maynard's study focuses on contrasting technical and commercial workloads in general, while our study provides a detailed comparison of two specific commercial workloads.  ... 
doi:10.1109/wwc.2002.1226492 fatcat:b23waf7eivdgvaf2uxyhcpgylm

Control-theoretic dynamic frequency and voltage scaling for multimedia workloads

Zhijian Lu, Jason Hein, Marty Humphrey, Mircea Stan, John Lach, Kevin Skadron
2002 Proceedings of the international conference on Compilers, architecture, and synthesis for embedded systems - CASES '02  
Our algorithm is similar in complexity to the previously-proposed change-point detection algorithm [19] but does a better job of maintaining stable throughput and is not dependent on the assumption of  ...  delay within 10% of the target more than 90% of the time, whereas the change-point detection algorithm kept the average frame delay with 10% of the target only 70% or less of the time executing the same workload  ...  Evaluation Using Synthetic Workloads For experiments on synthetic workloads, we used Matlab to generate traces matching the desired distributions (exponential, Gaussian, etc.)  ... 
doi:10.1145/581652.581654 fatcat:h2mr36m2bfgljc7tzwkjegc3f4

Coordinating government funding of file system and I/O research through the high end computing university research activity

Gary Grider, James Nunez, John Bent, Steve Poole, Rob Ross, Evan Felix
2009 ACM SIGOPS Operating Systems Review  
The purpose of the High End Computing Interagency Working Group (HECIWG) is to coordinate government spending on File Systems and I/O (FSIO) R&D by all the government agencies that are involved in High  ...  End Computing.  ...  Many opportunities to evaluate this research. Sub Areas Rankings Understand System Workload in HEC Environments A comprehensive tool is nowhere in sight; problem is complex.  ... 
doi:10.1145/1496909.1496910 fatcat:y2uz4rso6jh65birf7xsczupja

Performance modeling for service oriented architectures

Paul C. Brebner
2008 Companion of the 13th international conference on Software engineering - ICSE Companion '08  
The tool can be used by architects early in the software engineering lifecycle to predict performance and scalability, to evaluate architectural alternatives, to provide guidance for capacity planning  ...  It is highly dynamic to facilitate interactive evaluation of alternative architectural choices.  ...  We evaluated a number of Open Source and commercial tools (e.g. [3, [7] [8] [9] ), but were unable to find a suitable tool.  ... 
doi:10.1145/1370175.1370204 dblp:conf/icse/Brebner08 fatcat:fjq2dykle5copgel2fpowdotlq

Control-theoretic dynamic frequency and voltage scaling for multimedia workloads

Zhijian Lu, Jason Hein, Marty Humphrey, Mircea Stan, John Lach, Kevin Skadron
2002 Proceedings of the international conference on Compilers, architecture, and synthesis for embedded systems - CASES '02  
Our algorithm is similar in complexity to the previously-proposed change-point detection algorithm [19] but does a better job of maintaining stable throughput and is not dependent on the assumption of  ...  delay within 10% of the target more than 90% of the time, whereas the change-point detection algorithm kept the average frame delay with 10% of the target only 70% or less of the time executing the same workload  ...  Evaluation Using Synthetic Workloads For experiments on synthetic workloads, we used Matlab to generate traces matching the desired distributions (exponential, Gaussian, etc.)  ... 
doi:10.1145/581630.581654 dblp:conf/cases/LuHHSLS02 fatcat:fugxnz4uu5cwnatboogiek5tly

Design of a performance technology infrastructure to support the construction of responsive software

E. Papaefstathiou
2000 Proceedings of the second international workshop on Software and performance - WOSP '00  
PTI includes a workload specification library, a model evaluation engine, and an interface to external hardware models.  ...  The construction of software that meets its performance objectives is a challenging task considering the distributed nature of modern architectures.  ...  The second stage is the workload specification where the evaluation engine stores the sequence of device calls and the corresponding RUDs.  ... 
doi:10.1145/350391.350414 dblp:conf/wosp/Papaefstathiou00 fatcat:kjfbgk7tsbhhhgdwcmlylw2ivq
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