269 entries « 2 of 6 »

2018

219.

Kim, Ryan Gary; Doppa, Janardhan Rao; Pande, Partha Pratim; Marculescu, Diana; Marculescu, Radu

Machine learning and manycore systems design: A serendipitous symbiosis Journal Article

In: Computer, vol. 51, no. 7, pp. 66–77, 2018.

Links | BibTeX | Tags: Embedded Systems, Systems

218.

Bhardwaj, Kartikeya; Marculescu, Radu

Dimensionality reduction via community detection in small sample datasets Proceedings Article

In: Pacific-Asia Conference on Knowledge Discovery and Data Mining, pp. 102–114, Springer, Cham 2018.

Links | BibTeX | Tags: Networks, Social Networks

217.

Topirceanu, Alexandru; Udrescu, Mihai; Marculescu, Radu

Weighted betweenness preferential attachment: A new mechanism explaining social network formation and evolution Journal Article

In: Scientific reports, vol. 8, no. 1, pp. 1–14, 2018.

Links | BibTeX | Tags: Networks, Social Networks

216.

Lo, Chieh; Marculescu, Radu

PGLasso: Microbial Community Detection through Phylogenetic Graphical Lasso Journal Article

In: arXiv preprint arXiv:1807.08039, 2018.

Links | BibTeX | Tags: Biological Networks, Networks

215.

Bhardwaj, Kartikeya; Stamoulis, Dimitrios; Ding, Ruizhou; Marculescu, Diana; Marculescu, Radu

Computational Approaches for Incorporating Short-and Long-Term Dynamics in Smart Water Networks Book Section

In: Smart Water Grids, pp. 297–323, CRC Press, 2018.

Links | BibTeX | Tags: Networks

214.

Stanley-Marbell, Phillip; Marculescu, Diana; Marculescu, Radu; Khosla, Pradeep K

Modeling computational, sensing, and actuation surfaces Journal Article

In: Low-Power Processors and Systems on Chips, pp. 16–1, 2018.

Links | BibTeX | Tags: Networks

213.

Joardar, Biresh Kumar; Kim, Ryan Gary; Doppa, Janardhan Rao; Pande, Partha Pratim; Marculescu, Diana; Marculescu, Radu

Learning-based application-agnostic 3D NoC design for heterogeneous manycore systems Journal Article

In: IEEE Transactions on Computers, vol. 68, no. 6, pp. 852–866, 2018.

Links | BibTeX | Tags: Embedded Systems, Systems

212.

Joardar, Biresh Kumar; Doppa, Janardhan Rao; Pande, Partha Pratim; Marculescu, Diana; Marculescu, Radu

Hybrid on-chip communication architectures for heterogeneous manycore systems Proceedings Article

In: 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), pp. 1–6, IEEE 2018.

Links | BibTeX | Tags: Embedded Systems, Systems

211.

Dong, Jiqian; Atulya, Gopaljee; Bhardwaj, Kartikeya; Marculescu, Radu

A Dynamic Network and Representation LearningApproach for Quantifying Economic Growth fromSatellite Imagery Journal Article

In: arXiv preprint arXiv:1812.00141, 2018.

Links | BibTeX | Tags: Networks

210.

Goyal, Anshul; Bhardwaj, Kartikeya; Marculescu, Radu

Climate Anomalies vs Air Pollution: Carbon Emissions and Anomaly Networks Journal Article

In: arXiv preprint arXiv:1812.02634, 2018.

Links | BibTeX | Tags: Networks

2017

209.

Lo, Chieh; Bhardwaj, Kartikeya; Marculescu, Radu

Towards cell-based therapeutics: A bio-inspired autonomous drug delivery system Journal Article

In: Nano communication networks, vol. 12, pp. 25–33, 2017.

Links | BibTeX | Tags: Biological Networks, Networks

208.

Wei, Guopeng; Bogdan, Paul; Marculescu, Radu

Modeling, Analysis and Design of Bio-hybrid Micro-robotic Swarms for Medical Applications Book Section

In: Modeling, Methodologies and Tools for Molecular and Nano-scale Communications, pp. 517–539, Springer, Cham, 2017.

Links | BibTeX | Tags: Cyber-Physical Systems, Systems

207.

Ding, Ruizhou; Stamoulis, Dimitrios; Bhardwaj, Kartikeya; Marculescu, Diana; Marculescu, Radu

Enhancing precipitation models by capturing multivariate and multiscale climate dynamics Proceedings Article

In: Proceedings of the 3rd International Workshop on Cyber-Physical Systems for Smart Water Networks, pp. 39–42, 2017.

Links | BibTeX | Tags: Networks

206.

Bhardwaj, Kartikeya; Marculescu, Radu

K-hop learning: a network-based feature extraction for improved river flow prediction Proceedings Article

In: Proceedings of the 3rd International Workshop on Cyber-Physical Systems for Smart Water Networks, pp. 15–18, 2017.

Links | BibTeX | Tags: Networks

205.

Condessa, Filipe; Marculescu, Radu

From ideas to social signals: Spatiotemporal analysis of social media dynamics Proceedings Article

In: Proceedings of the 2nd International Workshop on Social Sensing, pp. 29–34, 2017.

Links | BibTeX | Tags: Networks, Social Networks

204.

Kim, Ryan Gary; Choi, Wonje; Chen, Zhuo; Doppa, Janardhan Rao; Pande, Partha Pratim; Marculescu, Diana; Marculescu, Radu

Imitation learning for dynamic VFI control in large-scale manycore systems Journal Article

In: IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 25, no. 9, pp. 2458–2471, 2017.

Links | BibTeX | Tags: Embedded Systems, Systems

203.

Bhardwaj, Kartikeya; Marculescu, Radu

Non-Stationary Bayesian Learning for Global Sustainability Journal Article

In: IEEE Transactions on Sustainable Computing, vol. 2, no. 3, pp. 304–316, 2017.

Links | BibTeX | Tags: Networks

202.

Koorehdavoudi, Hana; Bogdan, Paul; Wei, Guopeng; Marculescu, Radu; Zhuang, Jiang; Carlsen, Rika Wright; Sitti, Metin

Multi-fractal characterization of bacterial swimming dynamics: a case study on real and simulated serratia marcescens Journal Article

In: Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, vol. 473, no. 2203, pp. 20170154, 2017.

Links | BibTeX | Tags: Biological Networks, Networks

201.

Lo, Chieh; Marculescu, Radu

Inferring microbial interactions from metagenomic time-series using prior biological knowledge Proceedings Article

In: Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics, pp. 168–177, 2017.

Links | BibTeX | Tags: Biological Networks, Networks

200.

Shah, Sohil; Raghavachari, Ashwin; Lo, Chieh; Marculescu, Radu

Molecular communication with DNA cellular storage system Proceedings Article

In: Proceedings of the 4th ACM International Conference on Nanoscale Computing and Communication, pp. 1–6, 2017.

Links | BibTeX | Tags: Biological Networks, Networks

199.

Bhardwaj, Kartikeya; Miu, HingOn; Marculescu, Radu

Discovering Hidden Knowledge in Carbon Emissions Data: A Multilayer Network Approach Proceedings Article

In: International Conference on Discovery Science, pp. 223–238, Springer, Cham 2017.

Links | BibTeX | Tags: Networks

198.

Joardar, Biresh Kumar; Choi, Wonje; Kim, Ryan Gary; Doppa, Janardhan Rao; Pande, Partha Pratim; Marculescu, Diana; Marculescu, Radu

3D NoC-enabled heterogeneous manycore architectures for accelerating CNN training: performance and thermal trade-offs Proceedings Article

In: 2017 Eleventh IEEE/ACM International Symposium on Networks-on-Chip (NOCS), pp. 1–8, IEEE 2017.

Links | BibTeX | Tags: Embedded Systems, Systems

197.

Choi, Wonje; Duraisamy, Karthi; Kim, Ryan Gary; Doppa, Janardhan Rao; Pande, Partha Pratim; Marculescu, Diana; Marculescu, Radu

On-chip communication network for efficient training of deep convolutional networks on heterogeneous manycore systems Journal Article

In: IEEE Transactions on Computers, vol. 67, no. 5, pp. 672–686, 2017.

Links | BibTeX | Tags: Embedded Systems, Systems

196.

Lo, Chieh; Marculescu, Radu

MPLasso: Inferring microbial association networks using prior microbial knowledge Journal Article

In: PLoS computational biology, vol. 13, no. 12, pp. e1005915, 2017.

Links | BibTeX | Tags: Biological Networks, Networks

2016

195.

Lo, Chieh; Marculescu, Radu

Autonomous and adaptive control of populations of bacteria through environment regulation Proceedings Article

In: International Conference on Computational Methods in Systems Biology, pp. 168–185, Springer, Cham 2016.

Links | BibTeX | Tags: Biological Networks, Networks

194.

Lo, Chieh; Bhardwaj, Kartikeya; Marculescu, Radu

An autonomous and adaptive bacteria-based drug delivery system Proceedings Article

In: Proceedings of the 3rd ACM International Conference on Nanoscale Computing and Communication, pp. 1–6, 2016.

Links | BibTeX | Tags: Biological Networks, Networks

193.

Wei, Guopeng; Lo, Chieh; Walsh, Connor; Hiller, Luisa N; Marculescu, Radu

In Silico Evaluation of the Impacts of Quorum Sensing Inhibition (QSI) on strain competition and development of QSI resistance Journal Article

In: Scientific reports, vol. 6, pp. 35136, 2016.

Links | BibTeX | Tags: Biological Networks, Networks

192.

Choi, Wonje; Duraisamy, Karthi; Kim, Ryan Gary; Doppa, Janardhan Rao; Pande, Partha Pratim; Marculescu, Radu; Marculescu, Diana

Hybrid network-on-chip architectures for accelerating deep learning kernels on heterogeneous manycore platforms Proceedings Article

In: Proceedings of the International Conference on Compilers, Architectures and Synthesis for Embedded Systems, pp. 1–10, 2016.

Links | BibTeX | Tags: Embedded Systems, Systems

191.

Hollis, Simon J; Ma, Edward; Marculescu, Radu

nOS: A nano-sized distributed operating system for many-core embedded systems Proceedings Article

In: 2016 IEEE 34th International Conference on Computer Design (ICCD), pp. 177–184, IEEE 2016.

Links | BibTeX | Tags: Embedded Systems, Systems

190.

Ogras, Umit; Marculescu, Radu

Communication-based design for nanoscale SoCs Book Section

In: The VLSI Handbook: Second Edition, pp. 16–1, CRC Press, 2016.

Links | BibTeX | Tags: Embedded Systems, Systems

189.

Topirceanu, Alexandru; Udrescu, Mihai; Vladutiu, Mircea; Marculescu, Radu

Tolerance-based interaction: A new model targeting opinion formation and diffusion in social networks Journal Article

In: PeerJ Computer Science, vol. 2, pp. e42, 2016.

Links | BibTeX | Tags: Networks, Social Networks

188.

Peng, Huan-Kai; Lee, Hao-Chih; Pan, Jia-Yu; Marculescu, Radu

Data-Driven Engineering of Social Dynamics: Pattern Matching and Profit Maximization Journal Article

In: PloS one, vol. 11, no. 1, pp. e0146490, 2016.

Links | BibTeX | Tags: Networks, Social Networks

187.

Qian, Zhiliang; Bogdan, Paul; Tsui, Chi-Ying; Marculescu, Radu

Performance evaluation of noc-based multicore systems: From traffic analysis to noc latency modeling Journal Article

In: ACM Transactions on Design Automation of Electronic Systems (TODAES), vol. 21, no. 3, pp. 1–38, 2016.

Links | BibTeX | Tags: Embedded Systems, Systems

186.

Kim, Ryan Gary; Choi, Wonje; Chen, Zhuo; Pande, Partha Pratim; Marculescu, Diana; Marculescu, Radu

Wireless NoC and dynamic VFI codesign: Energy efficiency without performance penalty Journal Article

In: IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 24, no. 7, pp. 2488–2501, 2016.

Links | BibTeX | Tags: Embedded Systems, Systems

185.

Balaji, Vignesh; Lucia, Brandon; Marculescu, Radu

Overcoming the data-flow limit on parallelism with structural approximation Journal Article

In: WAX 2016, 2016.

Links | BibTeX | Tags: Systems

2015

184.

Bhardwaj, Kartikeya; Marculescu, Radu

Network-based modeling and analysis of cloud fraction and precipitation: A case study for the ohio river basin Proceedings Article

In: Proceedings of the 1st ACM International Workshop on Cyber-Physical Systems for Smart Water Networks, pp. 1–6, 2015.

Links | BibTeX | Tags: Networks

183.

Duraisamy, Karthi; Kim, Ryan Gary; Choi, Wonje; Liu, Guangshuo; Pande, Partha Pratim; Marculescu, Radu; Marculescu, Diana

Energy efficient MapReduce with VFI-enabled multicore platforms Proceedings Article

In: 2015 52nd ACM/EDAC/IEEE Design Automation Conference (DAC), pp. 1–6, IEEE 2015.

Links | BibTeX | Tags: Embedded Systems, Systems

182.

Kim, Ryan Gary; Choi, Wonje; Liu, Guangshuo; Mohandesi, Ehsan; Pande, Partha Pratim; Marculescu, Diana; Marculescu, Radu

Wireless NoC for VFI-enabled multicore chip design: Performance evaluation and design trade-offs Journal Article

In: IEEE Transactions on Computers, vol. 65, no. 4, pp. 1323–1336, 2015.

Links | BibTeX | Tags: Embedded Systems, Systems

181.

Qian, Zhi-Liang; Juan, Da-Cheng; Bogdan, Paul; Tsui, Chi-Ying; Marculescu, Diana; Marculescu, Radu

A support vector regression (SVR)-based latency model for network-on-chip (NoC) architectures Journal Article

In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 35, no. 3, pp. 471–484, 2015.

Links | BibTeX | Tags: Embedded Systems, Systems

180.

Wei, Guopeng; Walsh, Connor; Cazan, Irina; Marculescu, Radu

Molecular tweeting: unveiling the social network behind heterogeneous bacteria populations Proceedings Article

In: Proceedings of the 6th ACM Conference on Bioinformatics, Computational Biology and Health Informatics, pp. 366–375, 2015.

Links | BibTeX | Tags: Biological Networks, Networks

179.

Lo, Chieh; Wei, Guopeng; Marculescu, Radu

Towards autonomous control of molecular communication in populations of bacteria Proceedings Article

In: Proceedings of the Second Annual International Conference on Nanoscale Computing and Communication, pp. 1–6, 2015.

Links | BibTeX | Tags: Biological Networks, Networks

178.

Blanton, Ronald D; Li, Xin; Mai, Ken; Marculescu, Diana; Marculescu, Radu; Paramesh, Jeyanandh; Schneider, Jeff; Thomas, Donald E

Statistical learning in chip (slic) Proceedings Article

In: 2015 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), pp. 664–669, IEEE 2015.

Links | BibTeX | Tags: Embedded Systems, Systems

177.

Pande, Partha Pratim; Kim, Ryan Gary; Choi, Wonje; Chen, Zhuo; Marculescu, Diana; Marculescu, Radu

The (low) power of less wiring: Enabling energy efficiency in many-core platforms through wireless noc Proceedings Article

In: 2015 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), pp. 165–169, IEEE 2015.

Links | BibTeX | Tags: Embedded Systems, Systems

176.

Peng, Huan-Kai; Marculescu, Radu

Multi-scale compositionality: identifying the compositional structures of social dynamics using deep learning Journal Article

In: PloS one, vol. 10, no. 4, pp. e0118309, 2015.

Links | BibTeX | Tags: Networks, Social Networks

2014

175.

Qian, Zhiliang; Juan, Da-Cheng; Bogdan, Paul; Tsui, Chi-Ying; Marculescu, Diana; Marculescu, Radu

A comprehensive and accurate latency model for network-on-chip performance analysis Proceedings Article

In: 2014 19th Asia and South Pacific Design Automation Conference (ASP-DAC), pp. 323–328, IEEE 2014.

Links | BibTeX | Tags: Embedded Systems, Systems

174.

Matsutani, Hiroki; Koibuchi, Michihiro; Fujiwara, Ikki; Kagami, Takahiro; Take, Yasuhiro; Kuroda, Tadahiro; Bogdan, Paul; Marculescu, Radu; Amano, Hideharu

Low-latency wireless 3D NoCs via randomized shortcut chips Proceedings Article

In: 2014 Design, Automation & Test in Europe Conference & Exhibition (DATE), pp. 1–6, IEEE 2014.

Links | BibTeX | Tags: Embedded Systems, Systems

173.

Bogdan, Paul; Deasy, Bridget M; Gharaibeh, Burhan; Roehrs, Timo; Marculescu, Radu

Heterogeneous structure of stem cells dynamics: statistical models and quantitative predictions Journal Article

In: Scientific reports, vol. 4, pp. 4826, 2014.

Links | BibTeX | Tags: Biological Networks, Networks

172.

Zhuang, Jiang; Wei, Guopeng; Carlsen, Rika Wright; Edwards, Matthew R; Marculescu, Radu; Bogdan, Paul; Sitti, Metin

Analytical modeling and experimental characterization of chemotaxis in serratia marcescens Journal Article

In: Physical Review E, vol. 89, no. 5, pp. 52704, 2014.

Links | BibTeX | Tags: Biological Networks, Networks

171.

Wei, Guopeng; Marculescu, Radu

Don't Let History Repeat Itself: Optimal Multidrug Quorum Quenching of Pathogens Network Proceedings Article

In: Proceedings of ACM The First Annual International Conference on Nanoscale Computing and Communication, pp. 1–9, 2014.

Links | BibTeX | Tags: Biological Networks, Networks

170.

Kim, Ryan; Liu, Guangshuo; Wettin, Paul; Marculescu, Radu; Marculescu, Diana; Pande, Partha Pratim

Energy-efficient VFI-partitioned multicore design using wireless NoC architectures Proceedings Article

In: Proceedings of the 2014 International Conference on Compilers, Architecture and Synthesis for Embedded Systems, pp. 1–9, 2014.

Links | BibTeX | Tags: Embedded Systems, Systems

269 entries « 2 of 6 »