Research

Our research exploits the capabilities of programmable hardware devices such as FPGAs tightly coupling optimised accelerator architectures with high throughput interfaces to host computers, external memory, and the network. This elevates these accelerators to primary components, thereby enhancing their impact on overall system performance. We consider three dimensions of research that are closely related.

Accelerator Virtualisation

Enable rapid integration and sharing, with data from network, memory, storage

Conduit to application experts leveraging FPGA acceleration more scalably and easily

Accelerator
Design

Extend overlay concepts with compilation flows and integrate with virtualisation

Focus on domain-specific overlays for emerging workloads

Enable rapid prototyping of accelerator designs

Distributed Acceleration

Embedded edge working with accelerated datacenter core and network

Distributed/federated machine learning support

Collaborative autonomous systems, sensor processing

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