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VCU: The Three Dimensions of Reuse [chapter]

Jörg Kienzle, Gunter Mussbacher, Omar Alam, Matthias Schöttle, Nicolas Belloir, Philippe Collet, Benoit Combemale, Julien DeAntoni, Jacques Klein, Bernhard Rumpe
2016 Lecture Notes in Computer Science  
A reusable artifact that provides all three interfaces reaches the highest potential of reuse, as it explicitly exposes how the artifact can be manipulated during the reuse process along these three dimensions  ...  We demonstrate the wide applicability of the VCU interfaces along two axes: across abstraction layers of a system specification and across existing reuse techniques.  ...  Each interface targets a different dimension of reuse, and together they streamline the reuse process.  ... 
doi:10.1007/978-3-319-35122-3_9 fatcat:ri6xn7mfazd2bbusaelv7dqw4y

NPE: An FPGA-based Overlay Processor for Natural Language Processing [article]

Hamza Khan, Asma Khan, Zainab Khan, Lun Bin Huang, Kun Wang, Lei He
2021 arXiv   pre-print
In recent years, transformer-based models have shown state-of-the-art results for Natural Language Processing (NLP).  ...  In particular, the introduction of the BERT language model brought with it breakthroughs in tasks such as question answering and natural language inference, advancing applications that allow humans to  ...  of ( ) = √ with just three segments.  ... 
arXiv:2104.06535v1 fatcat:qn3l23w5wvaajokk5e6mbxfsge

Genomic screening reveals UBA1 as a potent and druggable target in c-MYC-high TNBC models [article]

Sheeba Jacob, Tia H Turner, Jinyang Cai, Konstantinos V Floros, Ann K Yu, Colin M Coon, Rishabh Khatri, Mohammad A Alzubi, Charles T Jakubik, Ynes M Bouck, Madhavi Puchalapalli, Mayuri Shende (+8 others)
2022 bioRxiv   pre-print
Here, through full genome CRISPR/Cas9 screening of TNBC models, we have uncovered the sensitivity of TNBCs to the depletion of the Ubiquitin-Like Modifier Activating Enzyme 1 (UBA1).  ...  Targeting UBA1 with the first in-class UBA1 inhibitor TAK-243 induced unresolvable ER-stress and activating transcription factor 4 (ATF4)-mediated upregulation of pro-apoptotic NOXA, leading to cell death  ...  We also noted that in the PDXs, the best responders to TAK-243 (HCI-001 and UCD52) had higher levels of c-MYC compared to the other PDXs tested (VCU-BC-01, VCU-BC-02 and VCU-BC-03) (Fig 4B), suggesting  ... 
doi:10.1101/2022.05.17.491908 fatcat:dhxr62twf5ewzgdkzfqy3o4ch4

Deep Reinforcement Learning for Orchestrating Cost-Aware Reconfigurations of vRANs [article]

Fahri Wisnu Murti, Samad Ali, George Iosifidis, Matti Latva-aho
2022 arXiv   pre-print
Central Units (vCUs) and Distributed Units (vDUs), and the routing for each BS data flow.  ...  Hence, acquiring the perfect model of the underlying vRAN system is highly non-trivial.  ...  of action dimensions (branches).  ... 
arXiv:2208.05282v1 fatcat:s6ocyzx5cbd4pipanb2n3a3ifa

Facilitating design communication through engineering information traceability

Neven Pavkovic, Mario Štorga, Nenad Bojcetic, Dorian Marjanovic
2013 Artificial intelligence for engineering design, analysis and manufacturing  
AbstractTraceability of information provides the basis for assessing the credibility of engineering information, better understanding it, and making judgments about the appropriateness of its use for a  ...  In addition, the proposed traceability methodology offers the possibility to record the detailed history of actions and events associated with IOs in the usage process of the product life cycle management  ...  Hicks et al. (2002) emphasize that the reuse of knowledge is frustrated by semantics.  ... 
doi:10.1017/s0890060413000012 fatcat:pppfyqkcvzeotfwbrtcn4xewzq

Electric-field-induced heating and energy relaxation in GaN

T. A. Eckhause, Ö. Süzer, Ç. Kurdak, F. Yun, H. Morkoç
2003 Applied Physics Letters  
The work at VCU was supported by grants from AFOSR, NSF, and ONR.  ...  The work at the University of Michigan was supported by the Alfred P. Sloan Foundation and by the AFOSR under Contract No. F49620-00-1-0328 through the MURI program.  ...  Reuse of AIP content is subject to the terms at: Downloaded to IP: On: Tue, 21 Apr 2015 17:46:52  ... 
doi:10.1063/1.1571982 fatcat:gj2dz4agfvdt3oy7hkutube4pm

Electric Field Induced Heating and Energy Relaxation in GaN

T. A. Eckhause, Ö. Süzer, Ç. Kurdak, F. Yun, H. Morkoç
2001 Materials Research Society Symposium Proceedings  
The work at VCU was supported by grants from AFOSR, NSF, and ONR.  ...  The work at the University of Michigan was supported by the Alfred P. Sloan Foundation and by the AFOSR under Contract No. F49620-00-1-0328 through the MURI program.  ...  Reuse of AIP content is subject to the terms at: Downloaded to IP: On: Tue, 21 Apr 2015 17:46:52  ... 
doi:10.1557/proc-693-i11.25.1 fatcat:wdac2umzmrhdjksayu5rjgjuhe

Reusable Embedded Microcoils for Magnetic Nano-Beads Trapping in Microfluidics: Magnetic Simulation and Experiments

Olivier Lefebvre, Hong Ha Cao, Meritxell Cortés Francisco, Marion Woytasik, Elisabeth Dufour-Gergam, Mehdi Ammar, Emile Martincic
2020 Micromachines  
The reversible packaging technique allows the bottom substrate to be reused, possibly equipped with sensors, and to use a disposable microchannels network.  ...  Merit factors were defined in order to synthetically represent the ability of the simulated coil to trap beads for a unit power consumption, i.e. a given heat generation.  ...  We would also like to thank the French national research agency (AMMIB, ANR 13-ASTR-0021-01) Conflicts of Interest: The authors declare no conflict of interest  ... 
doi:10.3390/mi11030257 pmid:32121171 pmcid:PMC7143386 fatcat:tw3t4w5ujjfxzpvedamorlixma

Modeling language variability with reusable language components

Arvid Butting, Robert Eikermann, Oliver Kautz, Bernhard Rumpe, Andreas Wortmann
2018 Proceeedings of the 22nd International Conference on Systems and Software Product Line - SPLC '18  
Reusing the syntax and semantics of modeling languages and their heterogeneous constituents, however, is rarely systematic.  ...  Current research on modeling language reuse focuses on reusing abstract syntax in form of metamodel parts. Systematic reuse of static and dynamic semantics is yet to be achieved.  ...  Based on this, modeling language product lines foster systematic reuse of languages and related tooling.  ... 
doi:10.1145/3233027.3233037 dblp:conf/splc/ButtingEKRW18 fatcat:6s5vq4ldcfbdtkvnnvdod5i22q

Bayesian Additive Regression Trees for Genotype by Environment Interaction Models - AMBARTI [article]

Danilo Augusto Sarti, Estevão Batista Prado, Alan Inglis, Antônia Alessandra Lemos dos Santos, Catherine Hurley, Rafael de Andrade Moral, Andrew Parnell
2021 bioRxiv   pre-print
We propose a new class of models for the estimation of Genotype by Environment (GxE) interactions in plantbased genetics.  ...  Furthermore, we introduce new types of visualisation to properly assess both the marginal and interactive predictions from the model.  ...  Acknowledgements We are very grateful to John Joe Byrne at the Department of Agriculture for providing us with the dataset for our case study. Funding Bibliography  ... 
doi:10.1101/2021.05.07.442731 fatcat:zt4pzeak45dknjqyrdgndjgg3q

Using Regulatory Flexibility to Address Market Informality in Seed Systems: A Global Study

Katrin Kuhlmann, Bhramar Dey
2021 Agronomy  
Our study focuses on two key dimensions: extending market frontiers and liberalizing seed quality control mechanisms.  ...  The legal and regulatory environment for seed impacts all stakeholders, including those in the informal sector, through shaping who can participate in the market and the quality and diversity of seed available  ...  Data Availability Statement: The study did not report any data. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/agronomy11020377 fatcat:u55oypsjbzabzogwjbf7pcjgqm

DarkGates: A Hybrid Power-Gating Architecture to Mitigate the Performance Impact of Dark-Silicon in High Performance Processors [article]

Jawad Haj Yahya, Jeremie S. Kim, A. Giray Yaglikci, Jisung Park, Efraim Rotem, Yanos Sazeides, Onur Mutlu
2021 arXiv   pre-print
In addition, DarkGates fulfills the requirements of the ENERGY STAR and the Intel Ready Mode energy efficiency benchmarks of desktop systems.  ...  DarkGates maintains the performance of 3DMark workloads for desktop systems with TDP greater than 45W while for a 35W-TDP (the lowest TDP) desktop it experiences only a 2% degradation.  ...  This is because reusing the same processor die for a wide va- This is because we can increase the frequency of all cores riety of systems (e.g., from mobile to  ... 
arXiv:2112.11587v1 fatcat:snli37hdubdjfbt553znhtw33q

A computational study of DEA with massive data sets

J.H. Dulá
2008 Computers & Operations Research  
The purpose is to make determinations about computational requirements for DEA analyses now and in the future. We introduce the concept of DEA as a data mining tool. Abstract.  ...  This work answers conclusively questions about computational performance and scale limits of the standard LP-based procedures currently used.  ...  This work was partially funded by a VCU Summer Research Grant. I am also grateful to Ike Patterson for helping with Fortran/CPLEX interface issues.  ... 
doi:10.1016/j.cor.2006.07.011 fatcat:4ab6ctoqzfgotmmrwmpmxm2fam

Excitonic recombination dynamics in non-polar GaN/AlGaN quantum wells

D. Rosales, B. Gil, T. Bretagnon, B. Guizal, F. Zhang, S. Okur, M. Monavarian, N. Izyumskaya, V. Avrutin, Ü. Özgür, H. Morkoç, J. H. Leach
2014 Journal of Applied Physics  
From the calculation of the proportion of the excitonic population having wave vector in the light cone, we can deduce the variation of the radiative decay time with temperature.  ...  We find part of the excitonic population to be localized in concert with the report of Corfdir et al. (Jpn. J. Appl. Phys., Part 2 52, 08JC01 (2013)) in case of a-plane quantum wells. V  ...  ACKNOWLEDGMENTS The work at VCU was funded by a Materials World Network grant from the National Science Foundation (DMR-1210282) under the direction of C. Ying.  ... 
doi:10.1063/1.4865959 fatcat:yffphs7mcbepzijqdxe4ibjqja

AWB-GCN: A Graph Convolutional Network Accelerator with Runtime Workload Rebalancing [article]

Tong Geng, Ang Li, Runbin Shi, Chunshu Wu, Tianqi Wang, Yanfei Li, Pouya Haghi, Antonino Tumeo, Shuai Che, Steve Reinhardt, Martin Herbordt
2020 arXiv   pre-print
In particular, AWB-GCN continuously monitors the sparse graph pattern, dynamically adjusts the workload distribution among a large number of processing elements (up to 4K PEs), and, after converging, reuses  ...  To address the issue of workload imbalance in processing real-world graphs, three hardware-based autotuning techniques are proposed: dynamic distribution smoothing, remote switching, and row remapping.  ...  ACKNOWLEDGEMENTS This work was supported, in part, by the NSF through Awards CCF-1618303, CCF-1919130, and CNS-1925504  ... 
arXiv:1908.10834v10 fatcat:h7b5go4jgrfevo4wwprvh5ao5e
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