@inproceedings{nokey,

title = {INDENT: Incremental Online Decision Tree Training for Domain-Specific Systems-on-Chip},

author = {Krishnakumar, Anish and Marculescu, Radu and Ogras, Umit Y},

url = {https://dl.acm.org/doi/abs/10.1145/3508352.3549436},

year  = {2022},

date = {2022-10-30},

urldate = {2022-10-30},

booktitle = {Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design (ICCAD)},

pages = {1-9},

keywords = {Embedded Systems, Model Compression \& Optimization, Networks, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{AlleneLF,

title = {Model Elasticity for Hardware Heterogeneity in Federated Learning Systems},

author = {Farcas, Allen-Jasmin and Chen, Xiaohan and Wang, Zhangyang and Marculescu, Radu},

url = {https://dl.acm.org/doi/abs/10.1145/3556557.3557954},

year  = {2022},

date = {2022-10-17},

urldate = {2022-10-17},

booktitle = {Proceedings of the 1st ACM Workshop on Data Privacy and Federated Learning Technologies for Mobile Edge Network (FedEdge)},

pages = {19-24},

keywords = {Edge AI, Federated Learning, Internet of Things, Model Compression \& Optimization, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{corl2021,

title = {Anytime Depth Estimation with Limited Sensing and Computation Capabilities on Mobile Devices},

author = {Yuedong Yang and Zihui Xue and Radu Marculescu },

url = {https://openreview.net/pdf?id=I6DLxqk9J0A},

year  = {2021},

date = {2021-10-30},

urldate = {2021-10-30},

booktitle = {The Conference on Robot Learning},

keywords = {Dynamic networks, Edge AI, Embedded Systems, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{marculescu2020edge,

title = {Edge AI: Systems Design and ML for IoT Data Analytics},

author = {Radu Marculescu and Diana Marculescu and Umit Ogras},

url = {https://sites.google.com/utexas.edu/edgeaitutorial/home?authuser=0},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery \& Data Mining},

pages = {3565--3566},

keywords = {Edge AI, Internet of Things, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{arda2019work,

title = {Work-in-Progress: A Simulation Framework for Domain-Specific System-on-Chips},

author = {Samet E Arda and NK Anish and Alper A Goksoy and Joshua Mack and Nirmal Kumbhare and Anderson L Sartor and Ali Akoglu and Radu Marculescu and Umit Y Ogras},

url = {https://arxiv.org/abs/1908.03664},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ ISSS)},

pages = {1--2},

organization = {IEEE},

keywords = {Embedded Systems, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{sartor2019machine,

title = {Machine Learning-Based Processor Adaptability Targeting Energy, Performance, and Reliability},

author = {Anderson Luiz Sartor and Pedro Henrique Exenberger Becker and Stephan Wong and Radu Marculescu and Antonio Carlos Schneider Beck},

url = {https://ieeexplore.ieee.org/document/8839457},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)},

pages = {158--163},

organization = {IEEE},

keywords = {Edge AI, Embedded Systems, Model Compression \& Optimization, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{joardar2018hybrid,

title = {Hybrid on-chip communication architectures for heterogeneous manycore systems},

author = {Biresh Kumar Joardar and Janardhan Rao Doppa and Partha Pratim Pande and Diana Marculescu and Radu Marculescu},

url = {https://ieeexplore.ieee.org/document/8587640},

year  = {2018},

date = {2018-01-01},

booktitle = {2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)},

pages = {1--6},

organization = {IEEE},

keywords = {Embedded Systems, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{joardar20173d,

title = {3D NoC-enabled heterogeneous manycore architectures for accelerating CNN training: performance and thermal trade-offs},

author = {Biresh Kumar Joardar and Wonje Choi and Ryan Gary Kim and Janardhan Rao Doppa and Partha Pratim Pande and Diana Marculescu and Radu Marculescu},

url = {https://dl.acm.org/doi/10.1145/3130218.3130219},

year  = {2017},

date = {2017-01-01},

booktitle = {2017 Eleventh IEEE/ACM International Symposium on Networks-on-Chip (NOCS)},

pages = {1--8},

organization = {IEEE},

keywords = {Embedded Systems, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{choi2016hybrid,

title = {Hybrid network-on-chip architectures for accelerating deep learning kernels on heterogeneous manycore platforms},

author = {Wonje Choi and Karthi Duraisamy and Ryan Gary Kim and Janardhan Rao Doppa and Partha Pratim Pande and Radu Marculescu and Diana Marculescu},

url = {https://ieeexplore.ieee.org/document/7745276},

year  = {2016},

date = {2016-01-01},

booktitle = {Proceedings of the International Conference on Compilers, Architectures and Synthesis for Embedded Systems},

pages = {1--10},

keywords = {Embedded Systems, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{hollis2016nano,

title = {nOS: A nano-sized distributed operating system for many-core embedded systems},

author = {Simon J Hollis and Edward Ma and Radu Marculescu},

url = {https://ieeexplore.ieee.org/document/7753278},

year  = {2016},

date = {2016-01-01},

booktitle = {2016 IEEE 34th International Conference on Computer Design (ICCD)},

pages = {177--184},

organization = {IEEE},

keywords = {Embedded Systems, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{duraisamy2015energy,

title = {Energy efficient MapReduce with VFI-enabled multicore platforms},

author = {Karthi Duraisamy and Ryan Gary Kim and Wonje Choi and Guangshuo Liu and Partha Pratim Pande and Radu Marculescu and Diana Marculescu},

url = {https://ieeexplore.ieee.org/document/7167189},

year  = {2015},

date = {2015-01-01},

booktitle = {2015 52nd ACM/EDAC/IEEE Design Automation Conference (DAC)},

pages = {1--6},

organization = {IEEE},

keywords = {Embedded Systems, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{blanton2015statistical,

title = {Statistical learning in chip (slic)},

author = {Ronald D Blanton and Xin Li and Ken Mai and Diana Marculescu and Radu Marculescu and Jeyanandh Paramesh and Jeff Schneider and Donald E Thomas},

url = {https://dl.acm.org/doi/abs/10.5555/2840819.2840911?download=true},

year  = {2015},

date = {2015-01-01},

booktitle = {2015 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)},

pages = {664--669},

organization = {IEEE},

keywords = {Embedded Systems, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{pande2015low,

title = {The (low) power of less wiring: Enabling energy efficiency in many-core platforms through wireless noc},

author = {Partha Pratim Pande and Ryan Gary Kim and Wonje Choi and Zhuo Chen and Diana Marculescu and Radu Marculescu},

url = {https://dl.acm.org/doi/10.5555/2840819.2840843},

year  = {2015},

date = {2015-01-01},

booktitle = {2015 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)},

pages = {165--169},

organization = {IEEE},

keywords = {Embedded Systems, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{qian2014comprehensive,

title = {A comprehensive and accurate latency model for network-on-chip performance analysis},

author = {Zhiliang Qian and Da-Cheng Juan and Paul Bogdan and Chi-Ying Tsui and Diana Marculescu and Radu Marculescu},

url = {https://ieeexplore.ieee.org/document/6742910},

year  = {2014},

date = {2014-01-01},

booktitle = {2014 19th Asia and South Pacific Design Automation Conference (ASP-DAC)},

pages = {323--328},

organization = {IEEE},

keywords = {Embedded Systems, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{matsutani2014low,

title = {Low-latency wireless 3D NoCs via randomized shortcut chips},

author = {Hiroki Matsutani and Michihiro Koibuchi and Ikki Fujiwara and Takahiro Kagami and Yasuhiro Take and Tadahiro Kuroda and Paul Bogdan and Radu Marculescu and Hideharu Amano},

url = {https://ieeexplore.ieee.org/document/6800487?arnumber=6800487},

year  = {2014},

date = {2014-01-01},

booktitle = {2014 Design, Automation \& Test in Europe Conference \& Exhibition (DATE)},

pages = {1--6},

organization = {IEEE},

keywords = {Embedded Systems, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{kim2014energy,

title = {Energy-efficient VFI-partitioned multicore design using wireless NoC architectures},

author = {Ryan Kim and Guangshuo Liu and Paul Wettin and Radu Marculescu and Diana Marculescu and Partha Pratim Pande},

url = {https://ieeexplore.ieee.org/document/6972456},

year  = {2014},

date = {2014-01-01},

booktitle = {Proceedings of the 2014 International Conference on Compilers, Architecture and Synthesis for Embedded Systems},

pages = {1--9},

keywords = {Embedded Systems, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{marculescu2014introduction,

title = {Introduction to the special session on “Interconnect enhances architecture: Evolution of wireless NoC from planar to 3D”},

author = {Radu Marculescu and Partha Pratim Pande and Deukhyoun Heo and Hiroki Matsutani},

url = {https://ieeexplore.ieee.org/document/7008780},

year  = {2014},

date = {2014-01-01},

booktitle = {2014 Eighth IEEE/ACM International Symposium on Networks-on-Chip (NoCS)},

pages = {174--175},

organization = {IEEE},

keywords = {Embedded Systems, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{xue2014efficient,

title = {An efficient network-on-chip (noc) based multicore platform for hierarchical parallel genetic algorithms},

author = {Yuankun Xue and Zhiliang Qian and Guopeng Wei and Paul Bogdan and Chi-Ying Tsui and Radu Marculescu},

url = {https://ieeexplore.ieee.org/document/7008757},

year  = {2014},

date = {2014-01-01},

booktitle = {2014 Eighth IEEE/ACM International Symposium on Networks-on-Chip (NoCS)},

pages = {17--24},

organization = {IEEE},

keywords = {Embedded Systems, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{matsutani2013case,

title = {A case for wireless 3D NoCs for CMPs},

author = {Hiroki Matsutani and Paul Bogdan and Radu Marculescu and Yasuhiro Take and Daisuke Sasaki and Hao Zhang and Michihiro Koibuchi and Tadahiro Kuroda and Hideharu Amano},

url = {https://ieeexplore.ieee.org/abstract/document/6509553},

year  = {2013},

date = {2013-01-01},

booktitle = {2013 18th Asia and South Pacific Design Automation Conference (ASP-DAC)},

pages = {23--28},

organization = {IEEE},

keywords = {Embedded Systems, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{elfadel2013closed,

title = {Closed-loop control for power and thermal management in multi-core processors: Formal methods and industrial practice},

author = {Ibrahim M Elfadel and Radu Marculescu and David Atienza},

url = {https://ieeexplore.ieee.org/document/6513820},

year  = {2013},

date = {2013-01-01},

booktitle = {2013 Design, Automation \& Test in Europe Conference \& Exhibition (DATE)},

pages = {1879--1881},

organization = {IEEE},

keywords = {Embedded Systems, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{qian2013svr,

title = {Svr-noc: A performance analysis tool for network-on-chips using learning-based support vector regression model},

author = {Zhiliang Qian and Da-Cheng Juan and Paul Bogdan and Chi-Ying Tsui and Diana Marculescu and Radu Marculescu},

url = {https://ieeexplore.ieee.org/document/6513529},

year  = {2013},

date = {2013-01-01},

booktitle = {2013 Design, Automation \& Test in Europe Conference \& Exhibition (DATE)},

pages = {354--357},

organization = {IEEE},

keywords = {Embedded Systems, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{marculescu2013design,

title = {Design of future integrated systems: A cyber-physical systems approach.},

author = {Radu Marculescu},

url = {https://ieeexplore.ieee.org/abstract/document/6662146?section=abstract},

year  = {2013},

date = {2013-01-01},

booktitle = {PATMOS},

pages = {1},

keywords = {Cyber-Physical Systems, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{qian2013performance,

title = {Performance evaluation of multicore systems: from traffic analysis to latency predictions (embedded tutorial)},

author = {Zhiliang Qian and Paul Bogdan and Chi-Ying Tsui and Radu Marculescu},

url = {https://ieeexplore.ieee.org/document/6691101},

year  = {2013},

date = {2013-01-01},

booktitle = {2013 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)},

pages = {82--84},

organization = {IEEE},

keywords = {Embedded Systems, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{ying2012genetic,

title = {A genetic algorithm based optimization method for low vertical link density 3-dimensional networks-on-chip many core systems},

author = {Haoyuan Ying and Kris Heid and Thomas Hollstein and Klaus Hofmann},

url = {https://ieeexplore.ieee.org/document/6403131},

year  = {2012},

date = {2012-01-01},

booktitle = {NORCHIP 2012},

pages = {1--4},

organization = {IEEE},

keywords = {Embedded Systems, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{bogdan2012optimal,

title = {An optimal control approach to power management for multi-voltage and frequency islands multiprocessor platforms under highly variable workloads},

author = {Paul Bogdan and Radu Marculescu and Siddharth Jain and Rafael Tornero Gavila},

url = {https://ieeexplore.ieee.org/document/6209260},

year  = {2012},

date = {2012-01-01},

booktitle = {2012 IEEE/ACM Sixth International Symposium on Networks-on-Chip},

pages = {35--42},

organization = {IEEE},

keywords = {Embedded Systems, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}