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2020

4.

Krishnakumar, A.; Arda, S. E.; Goksoy, A. A.; Mandal, S. K.; Ogras, U. Y.; Sartor, A. L.; Marculescu, R.

Runtime Task Scheduling Using Imitation Learning for Heterogeneous Many-Core Systems Journal Article

In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 39 (11), pp. 4064-4077, 2020.

Links | BibTeX | Tags: Embedded Systems, Featured, Systems

3.

Arda, Samet; Anish, NK; Goksoy, Ahmet Alper; Mack, Joshua; Kumbhare, Nirmal; Sartor, Anderson Luiz; Akoglu, Ali; Marculescu, Radu; Ogras, Umit Y

DS3: A system-level domain-specific system-on-chip simulation framework Journal Article

In: IEEE Transactions on Computers, 2020.

Links | BibTeX | Tags: Embedded Systems, Featured, SmallNoC, Systems

2019

2.

Bhardwaj, Kartikeya; Lin, Ching-Yi; Sartor, Anderson; Marculescu, Radu

Memory-and communication-aware model compression for distributed deep learning inference on iot Journal Article

In: ACM Transactions on Embedded Computing Systems (TECS), 18 (5s), pp. 1–22, 2019.

Links | BibTeX | Tags: Edge AI, Featured, Model Compression & Optimization, Networks

2015

1.

Peng, Huan-Kai; Marculescu, Radu

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

In: PloS one, 10 (4), pp. e0118309, 2015.

Links | BibTeX | Tags: Featured, Networks, Social Networks