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Improving MapReduce Performance in a Heterogeneous Cloud: A Measurement Study

Xu Zhao, Ling Liu, Qi Zhang, Xiaoshe Dong
<span title="">2014</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ftej443yjfel7jenws7pewa4ju" style="color: black;">2014 IEEE 7th International Conference on Cloud Computing</a> </i> &nbsp;
We conclude with five key findings: (1) Early shuffle, though effective for reducing the latency of MapReduce jobs, can impact the performance of map tasks and reduce tasks differently when running on  ...  map or reduce tasks dynamically with node capacity and workload awareness can further enhance the job performance and improve resource consumption efficiency. (4) Although random scheduling of reduce  ...  First we measure the map task execution time on fast node and slow node with varying number of map slots when turn on early shuffle. Figure 9 (a) shows the map execution time on slow node.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cloud.2014.61">doi:10.1109/cloud.2014.61</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/IEEEcloud/ZhaoLZD14.html">dblp:conf/IEEEcloud/ZhaoLZD14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/izgexesykndj3admfrpsqqz3a4">fatcat:izgexesykndj3admfrpsqqz3a4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20161228100250/http://www.istc-cc.cmu.edu/publications/papers/2014/XuZhao-CLOUD2014.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f8/bc/f8bc50f9575b78af777dc5585168937fe4c5c036.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cloud.2014.61"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Robust and flexible mapping for real-time distributed applications during the early design phases

Junhe Gan, P. Pop, F. Gruian, J. Madsen
<span title="">2012</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qjrrvry5ubgdlarkymvlxuip6m" style="color: black;">2012 Design, Automation &amp; Test in Europe Conference &amp; Exhibition (DATE)</a> </i> &nbsp;
However, due to a lack of information, the early design phases are characterized by uncertainties, e.g., in the worst-case execution times (wcets), or in the functionality requirements.  ...  We are interested in mapping hard real-time applications on distributed heterogeneous architectures.  ...  We have considered a fixed-priority preemptive scheduling policy, where the system schedulability is determined using a response time analysis.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/date.2012.6176631">doi:10.1109/date.2012.6176631</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/date/GanPGM12.html">dblp:conf/date/GanPGM12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/on5t6we7ljdklbki2px63qg35a">fatcat:on5t6we7ljdklbki2px63qg35a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705110012/http://www2.compute.dtu.dk/%7Epaupo/publications/Gan2012aa-Robust%20and%20flexible%20mapping%20fo-Conference%20on%20Design%2C%20Automati.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/44/52/44528252ea33b798dc16eb7123c91654588068c9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/date.2012.6176631"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

A framework for memory-aware multimedia application mapping on chip-multiprocessors

Luis Angel D. Bathen, Nikil D. Dutt, Sudeep Pasricha
<span title="">2008</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/katj6jk7sbebfh62gq7r34wj34" style="color: black;">2008 IEEE/ACM/IFIP Workshop on Embedded Systems for Real-Time Multimedia</a> </i> &nbsp;
At the core of our framework is a memory-aware task scheduling algorithm that relies on static analysis and task splitting to reduce off-chip memory transfers.  ...  Our experiments on a JPEG2000 case study have shown that we can achieve up to 35% performance improvement and up to 66% power reduction compared to traditional scheduling/data allocation approaches. 978  ...  Experimental Setup Our experimental setup consists of a base case where designers start with a task graph, and try to schedule it using the insertion scheduling heuristic [15] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/estmed.2008.4697003">doi:10.1109/estmed.2008.4697003</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/estimedia/BathenDP08.html">dblp:conf/estimedia/BathenDP08</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ax5scrw73je4nkivvjei4yuggu">fatcat:ax5scrw73je4nkivvjei4yuggu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20141023105528/http://www.engr.colostate.edu:80/~sudeep/pubs/publications/2008-estimedia-luis.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ea/b3/eab342b14851725fe653014cd174185d4d45c1d1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/estmed.2008.4697003"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

MultiMaKe

Luis Angel D. Bathen, Yongjin Ahn, Sudeep Pasricha, Nikil D. Dutt
<span title="2013-03-29">2013</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3yu4mbaainhw5gol4yayc35pfe" style="color: black;">ACM Transactions on Embedded Computing Systems</a> </i> &nbsp;
Our experimental results on JPEG and JPEG2000 show up to 97% off-chip memory access reduction, and up to 80% execution time reduction over standard mapping and task-level pipelining approaches.  ...  We exploit the ideas of inter-kernel data reuse to minimize unnecessary data transfers between kernels, early execution edges to drive performance, and kernel pipelining to increase system throughput.  ...  For these set of experiments, we defined the base case as the initial task-graph pipelined with no tiling, no clustering, and no early execution analysis.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2435227.2435255">doi:10.1145/2435227.2435255</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cgyrtmttoff6hfdxgo2bwsakqq">fatcat:cgyrtmttoff6hfdxgo2bwsakqq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170812194721/http://www.engr.colostate.edu/~sudeep/pubs/publications/a59-bathen-pasricha.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f6/78/f67863a0b692f18562a3844ea3684fc8e3fc6903.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2435227.2435255"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Patient-reported health state utilities in metastatic gastroenteropancreatic neuroendocrine tumours – an analysis based on the CLARINET study

Yang Meng, Grant McCarthy, Anthony Berthon, Jerome Dinet
<span title="2017-06-29">2017</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fl7dyfahnzb5tkk26ex6w2fblu" style="color: black;">Health and Quality of Life Outcomes</a> </i> &nbsp;
Using published algorithms, data were mapped to EQ-5D utility values.  ...  However, the difference in utilities based on progression status is statistically significant (p < 0.05) in the base case analysis, and the estimated utilities for stable and progressive disease are 0.776  ...  Authors' contributions YM conceived the study, with access to data co-ordinated by JD and AB. Statistical analysis was performed by YM and GM.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s12955-017-0711-z">doi:10.1186/s12955-017-0711-z</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/28662673">pmid:28662673</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5492941/">pmcid:PMC5492941</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nm6wt3uvm5gbda73slzbkcqb6m">fatcat:nm6wt3uvm5gbda73slzbkcqb6m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720233334/https://hqlo.biomedcentral.com/track/pdf/10.1186/s12955-017-0711-z?site=hqlo.biomedcentral.com" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/31/7c/317c06c806acfa7d8894ebb9c891c8811e84feae.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s12955-017-0711-z"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5492941" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Exploiting area/delay tradeoffs in high-level synthesis

A. Kondratyev, L. Lavagno, M. Meyer, Y. Watanabe
<span title="">2012</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qjrrvry5ubgdlarkymvlxuip6m" style="color: black;">2012 Design, Automation &amp; Test in Europe Conference &amp; Exhibition (DATE)</a> </i> &nbsp;
Abstract − This paper proposes an enhanced scheduling approach for high-level synthesis, which relies on a multi-cycle behavioral timing analysis step that is performed before and during scheduling.  ...  The goal of this analysis is to accurately evaluate the criticality of operations and determine the most suitable candidate resources to implement them.  ...  This method was enhanced in [12] by developing an efficient timing analysis algorithm that uses a retiming formulation with linear complexity for practical cases (although the worst case could be quadratic  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/date.2012.6176646">doi:10.1109/date.2012.6176646</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/date/KondratyevLMW12.html">dblp:conf/date/KondratyevLMW12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/d2t6mphvure65jmri2knwky7f4">fatcat:d2t6mphvure65jmri2knwky7f4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190427083128/https://iris.polito.it/retrieve/handle/11583/2501064/57554/date_final.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/18/98/18985f99e87b064bdfb4d4e215e4faa15d657a2a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/date.2012.6176646"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Schedulability Analysis at Early Design Stages with MARTE [chapter]

Chokri Mraidha, Sara Tucci-Piergiovanni, Sebastien Gerard
<span title="2013-07-19">2013</span> <i title="Springer New York"> Embedded Systems Development </i> &nbsp;
Analysis at Early Design Stages with MARTE Schedulability Analysis at Early Design Stages with MARTE Schedulability Analysis at Early Design Stages with MARTE Schedulability Analysis at  ...  analysis results task Bi WRi τ 1 13 43 τ 2 0 52 Schedulability Analysis at Early Design Stages with MARTE Schedulability Analysis at Early Design Stages with MARTE Schedulability  ...  This paper presented a UML/-MARTE front-end for these formal timing analysis approaches, focusing on the schedulability aspect and integrated in the software life cycle since the very beginning.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-1-4614-3879-3_6">doi:10.1007/978-1-4614-3879-3_6</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jqdwnandnvg6lmja4ndr7aebdm">fatcat:jqdwnandnvg6lmja4ndr7aebdm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721022721/https://hal-cea.archives-ouvertes.fr/cea-01810224/file/embedded-systems-development-sangiovanni-et-al_Chapter6.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a0/80/a0805261f84ecf6e1ebfec39fe69f01821252205.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-1-4614-3879-3_6"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Variation-aware task allocation and scheduling for MPSoC

Feng Wang, C. Nicopoulos, Xiaoxia Wu, Yuan Xie, N. Vijaykrishnan
<span title="">2007</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tadj4kfdtfdjfhulrlnjm4vb4i" style="color: black;">Computer-Aided Design (ICCAD), IEEE International Conference on</a> </i> &nbsp;
On average, 45% and 34% yield improvements over worst-case and nominal-case deterministic schedulers, respectively, can be obtained across the benchmarks by using the proposed variation-aware scheduler  ...  A new design metric, called performance yield and defined as the probability of the assigned schedule meeting the predefined performance constraints, is used to guide the task allocation and scheduling  ...  Traditionally, task scheduling and allocation based on a worst-case timing analysis is used to evaluate these possible designs during the early design stages.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iccad.2007.4397330">doi:10.1109/iccad.2007.4397330</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/iccad/WangNWXV07.html">dblp:conf/iccad/WangNWXV07</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6vhzkpx7x5dqzejd6kwnu4cmvi">fatcat:6vhzkpx7x5dqzejd6kwnu4cmvi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20090116031121/http://www.cse.psu.edu/~yuanxie/Papers/ICCAD07.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/09/a5/09a584a2d3dd113cb33a79385b36c4c33ea7b0d1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iccad.2007.4397330"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Learning early-stage platform dimensioning from late-stage timing verification

K. Richter, M. Jersak, R. Ernst
<span title="">2009</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qjrrvry5ubgdlarkymvlxuip6m" style="color: black;">2009 Design, Automation &amp; Test in Europe Conference &amp; Exhibition</a> </i> &nbsp;
Therefore, OEMs and Tier-1 are in search of new methods, processes, and timing analysis techniques that assist in early platform design stages.  ...  In this paper, we demonstrate how some selected techniques that are established for verification (in late design stages) can also be used to guide the design (in early stages).  ...  We ultimately believe that gathering late-stage experience is the key enabler for adopting new technology also to early stages. This is not an automotive-only observation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/date.2009.5090781">doi:10.1109/date.2009.5090781</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/date/RichterJE09.html">dblp:conf/date/RichterJE09</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3cvnncfdhnhadnwp4y2nofuofa">fatcat:3cvnncfdhnhadnwp4y2nofuofa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705110852/https://www.date-conference.com/proceedings-archive/PAPERS/2009/DATE09/PDFFILES/07.8_1.PDF" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/98/a0/98a0a9e8ed5fa4b06e584e0150f3b91e7fbaec37.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/date.2009.5090781"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

High-Level System Modeling for Rapid HW/SW Architecture Exploration

Chafic Jaber, Andreas Kanstein, Ludovic Apvrille, Amer Baghdadi, Patricia Le Moënner, Renaud Pacalet
<span title="">2009</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vpx5dudvcrc7rbhkaxvb3bhjoi" style="color: black;">2009 IEEE/IFIP International Symposium on Rapid System Prototyping</a> </i> &nbsp;
This path could be unique or run time selected depending on architecture defined parameters or on a routing policy if modeling is in a context of network on chip.  ...  The architecture model should define how nodes can communicate with each others. For example a computation node may access a storage node through a communication node.  ...  Acknowledgments The authors of this paper would like to thank Christopher Yasko for his help on developing the case study, Mukesh Taneja for his work on the traffic models, and Francois Menneteau and Daniel  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/rsp.2009.27">doi:10.1109/rsp.2009.27</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/rsp/JaberKABMP09.html">dblp:conf/rsp/JaberKABMP09</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/satlm7mnqfe4nnbtgpmprndssu">fatcat:satlm7mnqfe4nnbtgpmprndssu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200709220020/http://biblio.telecom-paristech.fr/cgi-bin/download.cgi?id=9383" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a0/88/a088812f98fcbf29b53c57a35c423f8614c1cd6f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/rsp.2009.27"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

MoVES — A framework for modelling and verifying embedded systems

Aske Brekling, Michael R. Hansen, Jan Madsen
<span title="">2009</span> <i title="IEEE"> 2009 International Conference on Microelectronics - ICM </i> &nbsp;
The framework can be used to conduct schedulability analysis and has the potential to reason about different types of resource usage such as memory usage and power consumption.  ...  The tasks and processing elements are characterized by their real-time properties.  ...  The version of MoVES presented here deals just with schedulability analysis in terms of absence of missed deadlines.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icm.2009.5418667">doi:10.1109/icm.2009.5418667</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ohhdupq2lvfibd3vlrk3u3absu">fatcat:ohhdupq2lvfibd3vlrk3u3absu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190313202009/https://core.ac.uk/download/pdf/13730758.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/50/c3/50c3987eeab5d7b7e7adf9614749a9e240ec2647.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icm.2009.5418667"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Artificial Intelligence Technology Based on Deep Learning in Building Construction Management System Modeling

Hongbo Wang, Yan Hu, Qiangyi Li
<span title="2022-05-09">2022</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4xiibn6qsbh3pj5zdvqplxb37m" style="color: black;">Advances in Multimedia</a> </i> &nbsp;
Compared with the existing management methods, it shows great advantages in terms of operating costs and ease of use.  ...  is described through case simulation.  ...  e case set with the comprehensive similarity of cases higher than a specific value (determined by the project manager) will be used as an alternative.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2022/5602842">doi:10.1155/2022/5602842</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qh2b2ypy4bfudglppnc2x35qdq">fatcat:qh2b2ypy4bfudglppnc2x35qdq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220511010616/https://downloads.hindawi.com/journals/am/2022/5602842.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/bc/49/bc49191a02cb48f99a87a958605a51e06fc04896.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2022/5602842"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a>

Distributed Resource-Aware Scheduling for Multi-core Architectures with SystemC [chapter]

Philipp A. Hartmann, Kim Grüttner, Achim Rettberg, Ina Podolski
<span title="">2010</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kss7mrolvja63k4rmix3iynkzi" style="color: black;">IFIP Advances in Information and Communication Technology</a> </i> &nbsp;
To efficiently map software applications to these architectures, the impact of platform decisions with respect to the hardware and the software infrastructure (OS, scheduling policies, priorities, mapping  ...  The efficient mapping of tasks to processor cores and their local scheduling are increasingly difficult on multi-core architectures.  ...  Before Section 6 concludes the paper with a summary and an outlook for future research directions, we discuss the capabilities of the presented approach with respect to modelling, real-time analysis, early  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-15234-4_18">doi:10.1007/978-3-642-15234-4_18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/x34kw2fm5ndpdavt3ml3bkoywm">fatcat:x34kw2fm5ndpdavt3ml3bkoywm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190502225427/https://link.springer.com/content/pdf/10.1007%2F978-3-642-15234-4_18.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/05/0a/050a679ff63b2be78422f6123aa8805572e97817.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-15234-4_18"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Towards a Methodology for the Quantitative Evaluation of Automotive Architectures

Patrick Popp, Marco di Natale, Paolo Giusto, Sri Kanajan, Claudio Pinello
<span title="">2007</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qjrrvry5ubgdlarkymvlxuip6m" style="color: black;">2007 Design, Automation &amp; Test in Europe Conference &amp; Exhibition</a> </i> &nbsp;
An example of its application to a bywire system case study is presented, and the challenges faced in its application in the context of the actual development process are discussed.  ...  This paper presents a system level architecture design methodology that is supported by tools and methods for the quantitative evaluation of key metrics of interest related to timing, dependability and  ...  For timing related metrics and use cases (end to end latency verification, bus/cpu utilization, etc.), we propose the use of schedulability analysis theory and system-level simulation to provide formal  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/date.2007.364643">doi:10.1109/date.2007.364643</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/date/PoppNGKP07.html">dblp:conf/date/PoppNGKP07</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3ecs4tugsrbzlj4g6s4dbjbabu">fatcat:3ecs4tugsrbzlj4g6s4dbjbabu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200709135244/http://www.cecs.uci.edu/~papers/date07/PAPERS/2007/DATE07/PDFFILES/04.2_6.PDF" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5d/b3/5db35010050e0a9c8d05aeead40531c7665c6618.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/date.2007.364643"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Inter-kernel data reuse and pipelining on chip-multiprocessors for multimedia applications

Luis Angel D. Bathen, Yongjin Ahn, Nikil D. Dutt, Sudeep Pasricha
<span title="">2009</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/katj6jk7sbebfh62gq7r34wj34" style="color: black;">2009 IEEE/ACM/IFIP 7th Workshop on Embedded Systems for Real-Time Multimedia</a> </i> &nbsp;
Our experimental results on a JPEG2000 case study show up to 80% performance improvement and 60% dynamic power reduction over standard application mapping approaches.  ...  We exploit the ideas of inter-kernel data reuse to minimize unnecessary data transfers between kernels and early execution edges to drive performance.  ...  Tasks with lower execution time are more flexible to when scheduling them as their impact on the critical path is not as great as tasks with long execution times.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/estmed.2009.5336815">doi:10.1109/estmed.2009.5336815</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/estimedia/BathenADP09.html">dblp:conf/estimedia/BathenADP09</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7ln5a4j7sfb5nddl3xhtglmwhi">fatcat:7ln5a4j7sfb5nddl3xhtglmwhi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20110531220026/http://istec.colostate.edu:80/~sudeep/pubs/publications/2009-Estimedia-bathenPasricha.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6c/25/6c25853bede6e7697e58664109d026b50b586c84.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/estmed.2009.5336815"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>
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