38 citations · 72 across the 10 of their papers we have counts for
13 papers
RIMMS: Runtime Integrated Memory Management System for Heterogeneous Computing
Serhan Gener, Aditya Ukarande, Shilpa Mysore Srinivasa Murthy +5
Efficient memory management in heterogeneous systems is increasingly challenging due to diverse compute architectures (e.g., CPU, GPU, FPGA) and dynamic task mappings not known at…
GPU-RANC: A CUDA Accelerated Simulation Framework for Neuromorphic Architectures
Sahil Hassan, Michael Inouye, Miguel C. Gonzalez +4
Open-source simulation tools play a crucial role for neuromorphic application engineers and hardware architects to investigate performance bottlenecks and explore design optimizati…
CEDR-API: Productive, Performant Programming of Domain-Specific Embedded Systems
Joshua Mack, Serhan Gener, Sahil Hassan +2
As the computing landscape evolves, system designers continue to explore design methodologies that leverage increased levels of heterogeneity to push performance within limited siz…
Profile-Guided Parallel Task Extraction and Execution for Domain Specific Heterogeneous SoC
Liangliang Chang, Joshua Mack, Benjamin Willis +4
In this study, we introduce a methodology for automatically transforming user applications in the radar and communication domain written in C/C++ based on dynamic profiling to a pa…
A Hardware-based HEFT Scheduler Implementation for Dynamic Workloads on Heterogeneous SoCs
Alexander Fusco, Sahil Hassan, Joshua Mack +1
Non-uniform performance and power consumption across the processing elements (PEs) of heterogeneous SoCs increase the computation complexity of the task scheduling problem compared…
CEDR -- A Compiler-integrated, Extensible DSSoC Runtime
Joshua Mack, Sahil Hassan, Nirmal Kumbhare +2
In this work, we present CEDR, a Compiler-integrated, Extensible Domain Specific System on Chip Runtime ecosystem to facilitate research towards addressing the challenges of archit…