Embedded Systems

Embedded systems are computer systems that perform dedicated functions while being parts of a larger system. Our research targets primarily heterogeneous many-core System on a Chip (SoC) platforms where communication happens via the network-on-chip. These SoCs should be designed to meet aggressive performance requirements, while coping with limited battery capacity, thermal design power, and real-time constraints. Over the years, we have considered deterministic, probabilistic, and statistical physics-inspired design paradigms. Lately, our research targets machine learning approaches (e.g., imitation and reinforcement learning) for performance and energy optimization and resource management in heterogeneous SoC platforms.

Embedded Systems

Selected Publications

148 entries « ‹ 25 of 25 › »

Dumitras, Tudor; Kerner, Sam; Marculescu, Radu

Towards on-chip fault-tolerant communication Inproceedings

In: Proceedings of the ASP-DAC Asia and South Pacific Design Automation Conference, 2003., pp. 225–232, IEEE 2003.

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Varatkar, Girish; Marculescu, Radu

Traffic analysis for on-chip networks design of multimedia applications Inproceedings

In: Proceedings of the 39th annual Design Automation Conference, pp. 795–800, 2002.

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Hu, Jingcao; Deng, Yangdong; Marculescu, Radu

System-level point-to-point communication synthesis using floorplanning information [soc] Inproceedings

In: Proceedings of ASP-DAC/VLSI Design 2002. 7th Asia and South Pacific Design Automation Conference and 15h International Conference on VLSI Design, pp. 573–579, IEEE 2002.

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Nandi, Amit; Marculescu, Radu

System-level power/performance analysis for embedded systems design Inproceedings

In: Proceedings of the 38th annual Design Automation Conference, pp. 599–604, 2001.

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148 entries « ‹ 25 of 25 › »