Search Results - radu+marculescu

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User-Space Emulation Framework for Domain-Specific Soc Design

This technology uses Linux-based emulation framework to provide an ecosystem for hardware-software co-design of Domain-specific SoCs (DSSoCs) and enable their rapid evaluation during the pre-silicon design phase. Background: As technology scaling becomes a challenge, System-on-chip architects are exploring DSSoCs to effectively balance performance...

Published: 8/1/2024 | Inventor(s): Umit Ogras, Radu Marculescu, Ali Akoglu, Chaitali Chakrabarti, Daniel Bliss, Samet Egemen Arda, Anderson Luiz Sartor, Nirmal Kumbhare, Anish Krishnakumar, Joshua Mack, Ahmet Alper Goksoy, Sumit Kumar Mandal

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Category(s): Technology Classifications > Software & Information Technology > Computer-Aided Design & Engineering

Hierarchical and Lightweight Imitation Learning for Power Management of Embedded Socs

This technology involves an imitation learning based power management system for use in embedded systems-on-chips (SoCs). Background: As technology advances, systems-on-chips (SoCs) need to be able to operate more efficiently to keep up with multiple rapidly adapting technologies. Many SoCs struggle with dynamic power management and need to be able...

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Category(s): Technology Classifications > Software & Information Technology > Computer-Aided Design & Engineering

Runtime Task Scheduling using Imitation Learning for Heterogeneous Many-Core Systems;

This technology involves task scheduling to optimally utilize the processing elements at runtime using imitation learning. Background: Harvesting the full potential of many-core systems-on-chips is difficult. The goals are to minimize execution time, power dissipation, and energy consumption. This technology intends to solve this problem through assigning...

Keywords(s):

Category(s): Technology Classifications > Software & Information Technology > Computer-Aided Design & Engineering