2017
Non-Stationary Bayesian Learning for Global Sustainability Journal Article
In: IEEE Transactions on Sustainable Computing, vol. 2, no. 3, pp. 304–316, 2017.
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.
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.
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.
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.
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.
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.
MPLasso: Inferring microbial association networks using prior microbial knowledge Journal Article
In: PLoS computational biology, vol. 13, no. 12, pp. e1005915, 2017.
2016
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.
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.
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.
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.
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.
Communication-based design for nanoscale SoCs Book Section
In: The VLSI Handbook: Second Edition, pp. 16–1, CRC Press, 2016.
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.
Data-Driven Engineering of Social Dynamics: Pattern Matching and Profit Maximization Journal Article
In: PloS one, vol. 11, no. 1, pp. e0146490, 2016.
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.
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.
Overcoming the data-flow limit on parallelism with structural approximation Journal Article
In: WAX 2016, 2016.
2015
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.
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.
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.
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.
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.
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.
Statistical learning in chip (slic) Proceedings Article
In: 2015 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), pp. 664–669, IEEE 2015.
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.
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.
2014
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.
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.
Heterogeneous structure of stem cells dynamics: statistical models and quantitative predictions Journal Article
In: Scientific reports, vol. 4, pp. 4826, 2014.
Analytical modeling and experimental characterization of chemotaxis in serratia marcescens Journal Article
In: Physical Review E, vol. 89, no. 5, pp. 52704, 2014.
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.
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.
Miniature devices in the wild: Modeling molecular communication in complex extracellular spaces Journal Article
In: IEEE Journal on Selected Areas in Communications, vol. 32, no. 12, pp. 2344–2353, 2014.
Introduction to the special session on “Interconnect enhances architecture: Evolution of wireless NoC from planar to 3D” Proceedings Article
In: 2014 Eighth IEEE/ACM International Symposium on Networks-on-Chip (NoCS), pp. 174–175, IEEE 2014.
An efficient network-on-chip (noc) based multicore platform for hierarchical parallel genetic algorithms Proceedings Article
In: 2014 Eighth IEEE/ACM International Symposium on Networks-on-Chip (NoCS), pp. 17–24, IEEE 2014.
2013
Pacemaker control of heart rate variability: A cyber physical system perspective Journal Article
In: ACM Transactions on Embedded Computing Systems (TECS), vol. 12, no. 1s, pp. 1–22, 2013.
A case for wireless 3D NoCs for CMPs Proceedings Article
In: 2013 18th Asia and South Pacific Design Automation Conference (ASP-DAC), pp. 23–28, IEEE 2013.
Closed-loop control for power and thermal management in multi-core processors: Formal methods and industrial practice Proceedings Article
In: 2013 Design, Automation & Test in Europe Conference & Exhibition (DATE), pp. 1879–1881, IEEE 2013.
Svr-noc: A performance analysis tool for network-on-chips using learning-based support vector regression model Proceedings Article
In: 2013 Design, Automation & Test in Europe Conference & Exhibition (DATE), pp. 354–357, IEEE 2013.
Fundamental limits on run-time power management algorithms for MPSoCs Book Section
In: Design Technologies for Green and Sustainable Computing Systems, pp. 1–21, Springer, New York, NY, 2013.
Identifying dynamics and collective behaviors in microblogging traces Proceedings Article
In: Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, pp. 846–853, 2013.
Dynamic power management for multidomain system-on-chip platforms: An optimal control approach Journal Article
In: ACM Transactions on Design Automation of Electronic Systems (TODAES), vol. 18, no. 4, pp. 1–20, 2013.
Design of future integrated systems: A cyber-physical systems approach. Proceedings Article
In: PATMOS, pp. 1, 2013.
Performance evaluation of multicore systems: from traffic analysis to latency predictions (embedded tutorial) Proceedings Article
In: 2013 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), pp. 82–84, IEEE 2013.
Bumpy rides: Modeling the dynamics of chemotactic interacting bacteria Journal Article
In: IEEE Journal on Selected Areas in Communications, vol. 31, no. 12, pp. 879–890, 2013.
Efficient modeling and simulation of bacteria-based nanonetworks with BNSim Journal Article
In: IEEE Journal on Selected Areas in Communications, vol. 31, no. 12, pp. 868–878, 2013.
2012
A genetic algorithm based optimization method for low vertical link density 3-dimensional networks-on-chip many core systems Proceedings Article
In: NORCHIP 2012, pp. 1–4, IEEE 2012.
