CEDR: A compiler-integrated, extensible DSSoC runtime
In this work, we present a C ompiler-integrated, E xtensible D omain Specific System on
Chip R untime (CEDR) ecosystem to facilitate research toward addressing the challenges of …
Chip R untime (CEDR) ecosystem to facilitate research toward addressing the challenges of …
Hybrid fuzzy-based deep remora reinforcement learning based task scheduling in heterogeneous multicore-processor
In recent times, heterogeneous multicore processors have played a critical role in many
applications because they provide better performance in adapting power constraints with …
applications because they provide better performance in adapting power constraints with …
FARSI: An early-stage design space exploration framework to tame the domain-specific system-on-chip complexity
Domain-specific SoCs (DSSoCs) are an attractive solution for domains with extremely
stringent power, performance, and area constraints. However, DSSoCs suffer from two …
stringent power, performance, and area constraints. However, DSSoCs suffer from two …
Targeting dnn inference via efficient utilization of heterogeneous precision dnn accelerators
Modern applications rely more and more on the simultaneous execution of multiple DNNs,
and Heterogeneous DNN Accelerators (HDAs) prevail as a solution to this trend. In this …
and Heterogeneous DNN Accelerators (HDAs) prevail as a solution to this trend. In this …
Domain-Specific STT-MRAM-based In-Memory Computing: A Survey
A Yusuf, T Adegbija, D Gajaria - IEEE Access, 2024 - ieeexplore.ieee.org
In recent years, the rapid growth of big data and the increasing demand for high-
performance computing have fueled the development of novel computing architectures …
performance computing have fueled the development of novel computing architectures …
Unlocking real-time fluorescence lifetime imaging: multi-pixel parallelism for FPGA-accelerated processing
Fluorescence lifetime imaging (FLI) is a widely used technique in the biomedical field for
measuring the decay times of fluorescent molecules, providing insights into metabolic states …
measuring the decay times of fluorescent molecules, providing insights into metabolic states …
Heterogeneity-aware scheduling on SoCs for autonomous vehicles
Fully autonomous vehicles (AVs) must meet stringent real-time performance and safety-
criticality constraints of multiple applications simultaneously in highly dynamic …
criticality constraints of multiple applications simultaneously in highly dynamic …
Hetsched: Quality-of-mission aware scheduling for autonomous vehicle socs
Systems-on-Chips (SoCs) that power autonomous vehicles (AVs) must meet stringent
performance and safety requirements prior to deployment. With increasing complexity in AV …
performance and safety requirements prior to deployment. With increasing complexity in AV …
CEDR-API: Productive, Performant Programming of Domain-Specific Embedded Systems
As the computing landscape evolves, system designers continue to explore design
methodologies that leverage increased levels of heterogeneity to push performance within …
methodologies that leverage increased levels of heterogeneity to push performance within …
Socrates: System-on-chip resource adaptive scheduling using deep reinforcement learning
Deep Reinforcement Learning (DRL) is being increasingly applied to the problem of
resource allocation for emerging System-on-Chip (SoC) applications, and has shown …
resource allocation for emerging System-on-Chip (SoC) applications, and has shown …