@article{esweek2021,

title = {FLASH: Fast Neural Architecture Search with Hardware Optimization},

author = {Guihong Li and Sumit K Mandal and Umit Y Ogras and Radu Marculescu},

url = {https://dl.acm.org/doi/10.1145/3476994},

year  = {2021},

date = {2021-10-12},

journal = {ACM Transactions on Embedded Computing Systems},

volume = {20},

number = {63},

pages = {1-26},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{goksoy2021dynamic,

title = {DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs},

author = {Goksoy, A Alper and Krishnakumar, Anish and Hassan, Md Sahil and Farcas, Allen J and Akoglu, Ali and Marculescu, Radu and Ogras, Umit Y},

url = {https://ieeexplore.ieee.org/abstract/document/9530260?casa_token=QhjsMuVll3gAAAAA:ny9VWrxvQJ14fqU8GW5wmOMziE8xKS6aqbET4nVLd86Qzbc0tYfH_eGijAsm-tLwLqFf3kWqbA},

doi = {10.1109/LES.2021.3110426},

year  = {2021},

date = {2021-09-06},

journal = {IEEE Embedded Systems Letters},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{9211494,

title = {Runtime Task Scheduling Using Imitation Learning for Heterogeneous Many-Core Systems},

author = {A. {Krishnakumar} and S. E. {Arda} and A. A. {Goksoy} and S. K. {Mandal} and U. Y. {Ogras} and A. L. {Sartor} and R. {Marculescu}},

url = {https://ieeexplore.ieee.org/document/9211494},

doi = {10.1109/TCAD.2020.3012861},

year  = {2020},

date = {2020-10-02},

journal = {IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems},

volume = {39},

number = {11},

pages = {4064-4077},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{arda2020ds3,

title = {DS3: A system-level domain-specific system-on-chip simulation framework},

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

url = {https://arxiv.org/abs/2003.09016},

year  = {2020},

date = {2020-01-01},

journal = {IEEE Transactions on Computers},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{sartor2020hilite,

title = {HiLITE: Hierarchical and Lightweight Imitation Learning for Power Management of Embedded SoCs},

author = {Anderson L Sartor and Anish Krishnakumar and Samet E Arda and Umit Y Ogras and Radu Marculescu},

url = {https://ieeexplore.ieee.org/document/9085952},

year  = {2020},

date = {2020-01-01},

journal = {IEEE Computer Architecture Letters},

volume = {19},

number = {1},

pages = {63--67},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}