University of Arizona Reconfigurable Computing Lab (UA-RCL)
We research ways to bridge the gap between application engineers, hardware architects, and system software developers towards making emerging heterogeneous computing and neuromorphic computing systems accessible. For this, we are actively working on two thrusts: a) building intelligent runtime systems for hardware-agnostic application development and deployment on SoC scale heterogeneous computing systems; b) designing reconfigurable architectures for neuromorphic computing to perform both training and high-throughput inference on resource constraint environments.
News
- Our paper titled An Overview of Challenges and Requirements for Real-Time Spectrum Sensing in Modern RF Autonomy Systems (IEEE Xplore) is published in IEEE Design & Test.
- Our paper titled RIMMS: Runtime Integrated Memory Management System for Heterogeneous Computing is accepted for publication in Embedded Systems Week (ESWEEK’25). The preprint is available on Arxiv.
- Our paper titled K-PACT: Kernel Planning for Adaptive Context Switching — A Framework for Clustering, Placement, and Prefetching in Spectrum Sensing is accepted for publication in International Conference on Computer-Aided Design (ICCAD’25). The preprint is available on Arxiv and the source code is hosted on Github.
- Our paper titled A Unified Portable and Programmable Framework for Task-Based Execution and Dynamic Resource Management on Heterogeneous Systems (ACM) was published in Extreme Heterogeneity Solutions (ExHET’25).
- Our paper titled A Unified Portable and Programmable Framework for Task-Based Execution and Dynamic Resource Management on Heterogeneous Systems has won the Best Paper Award in Workshop on Extreme Heterogeneity Solutions (ExHET’25)! Congratulations Serhan! (Check out our blog post)
- Serhan Gener and Sahil Hassan held a Tutorial Session titled CEDR: A Holistic Software and Hardware Design Environment for Hardware Agnostic Application Development and Deployment on FPGA-Integrated Heterogeneous Systems in ISFPGA’25. (Check out our blog post).
- Our paper titled A Runtime Manager Integrated Emulation Environment for Heterogeneous SoC Design with RISC-V Cores (IEEE Xplore) was published in Heterogeneity in Computing Workshop (HCW’24).
- Our paper titled Tutorial: A Novel Runtime Environment for Accelerator-Rich Heterogeneous Architectures (ACM) was published in ACM Transactions on Embedded Computing Systems.
- Joshua Mack has won Outstanding Graduate Student award and Dr. Akoglu has won Outstanding Faculty award. Congrats Dr. Mack and Dr. Akoglu! (Check out the link)
- Joshua Mack and Sahil Hassan have graduated from PhD program and received their degrees in Graduation Ceremony. Congrats Dr. Mack and Dr. Sahil! (Check out our blog post)
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Highlights
Our Projects
Click the link below for our active and archived projects.
Our Team
Click the link below to meet our team members.