Joel's Research Page


About me: Bo Joel Svensson

Joel
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Research

Autonomous Vehicles, Vehicle Electronic Architecture, Embedded Systems
These are my current areas of research.

Reconfigurable computing
I have worked on acceleration of applications by utilising reconfigurable hardware, Field Programmable Gate Arrays (FPGAs), Xiling Zynq 7000 devices to be specific. This work focused on OpenCL (High level synthesis) generated hardware kernels treated as compute black boxes. We experimented with surrounding support infrastructure for making these OpenCL kernels execute more efficiently, for example by moving scheduling of kernels into hardware, relieving the processing system of the ZYNQ of this task. My research in this area ended when I left Chalmers but I continue to explore the Zynq platform and to write down what I learn in the form of guides for beginners of Zynq and FPGAs. The Zynq development/experiment board I use is the Trenz ZynqBerry.

Streaming aggregation on an FPGA
Prajith is doing research on acceleration of streaming computations using FPGAs and I am happy to have worked with him in exploring the capabilities of the Maxeler machine.

Lightweight binary-instrumentation
During a postdoc at Indiana University I participated in work on binary-instrumentation together with Buddhika Chamith and Ryan Newton .

Embedded languages and parallelism
During my Ph.D. studies Mary Sheeran, Koen Claessen, Josef Svenningsson and I were exploring high level and functional approaches to program highly parallel computers such as a GPU. Currently there are GPUs available with over a thousand processing elements. Our approach was to develop an embedded language in the style of Lava, using combinators to describe parallel computation structures. We call this language Obsidian. Running an Obsidian program results in a CUDA C program being generated. We have also experimented with Haskell embeddings of Intel's Array Building Blocks, ArBB. This embedded language we call EmbArBB.

Presentation slides

Videos

Guides

Experiment documentation

Technical reports

Publications


Related to Obsidian


Download Obsidian, EmbArBB and other Projects

From Github (svenssonjoel)

Counting sort

link

Related links

www.gpgpu.org
NVIDIA CUDA
Intel's Array Building Blocks