High Performance Computing

Supporting the evolution of wireless communication beyond 5G using high-performance networks requires massive device connectivity. Massive Multiple-Input Multiple-Output (MIMO) systems have been used and proven to increase the data throughput of …

Serverless computing has become a popular cloud computing paradigm. However, its deployment abstraction entails significant performance overheads. We explore the potential for enabling serverless computing on FPGAs and present some early results that …

Wireless communication systems rely on aggressive spatial multiplexing Multiple-Input Multiple-Output (MIMO) access points to enhance network throughput. A significant computational hurdle for large MIMO systems is signal detection and decoding, …

We present a high performance tridiagonal solver library for Xilinx FPGAs optimized for multiple multi-dimensional systems common in real-world applications. An analytical performance model is developed and used to explore the design space and obtain …

We explore the design and development of structured-mesh-based solvers on Intel FPGA hardware using the SYCL programming model. Two classes of applications are targeted : (1) stencil applications based on explicit numerical methods and (2) …

We present StressBench, a network benchmarking framework written for testing MPI operations and file I/O concurrently. It is designed specifically to execute MPI communication and file access patterns that are representative of real-world scientific …

This paper presents a workflow for synthesizing near-optimal FPGA implementations of structured-mesh based stencil applications for explicit solvers. It leverages key characteristics of the application class and its computation-communication pattern …