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 « 24 of 25 »

Varatkar, Girish; Marculescu, Radu

Communication-aware task scheduling and voltage selection for total systems energy minimization Inproceedings

In: ICCAD-2003. International Conference on Computer Aided Design (IEEE Cat. No. 03CH37486), pp. 510–517, IEEE 2003.

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Marculescu, Radu

Networks-on-chip: the quest for on-chip fault-tolerant communication Inproceedings

In: IEEE Computer Society Annual Symposium on VLSI, 2003. Proceedings., pp. 8–12, IEEE 2003.

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Lindwer, Menno; Marculescu, Diana; Basten, Twan; Zimmennann, R; Marculescu, Radu; Jung, Stefan; Cantatore, Eugenio

Ambient intelligence visions and achievements: linking abstract ideas to real-world concepts Inproceedings

In: 2003 Design, Automation and Test in Europe Conference and Exhibition, pp. 10–15, IEEE 2003.

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Stanley-Marbell, PS; Marculescu, Diana; Marculescu, Radu; Khosla, Pradeep K

Modeling, analysis, and self-management of electronic textiles Journal Article

In: IEEE Transactions on Computers, 52 (8), pp. 996–1010, 2003.

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Marculescu, Diana; Zamora, Nicholas H; Stanley-Marbell, Phillip; Marculescu, Radu

Fault-tolerant techniques for ambient intelligent distributed systems Inproceedings

In: ICCAD-2003. International Conference on Computer Aided Design (IEEE Cat. No. 03CH37486), pp. 348–355, IEEE 2003.

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Stanley-Marbell, Phillip; Zamora, Nicholas H; Marculescu, Diana; Marculescu, Radu

Application re-mapping for fault-tolerance in ambient intelligent systems Incollection

In: Ambient Intelligence: Impact on Embedded Sytem Design, pp. 315–335, Springer, Boston, MA, 2003.

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148 entries « 24 of 25 »