My team works on developing novel heterogeneous architectures, including acceleration of big data workloads in hardware. Examples include designing novel PIM accelerators for brain-inspired hyperdimensional computing, 3rd generation FHE encryption, COVID-19 pipeline acceleration in memory and storage, near-storage acceleration of database queries and others. We also work on power, thermal and reliability management at chip, architecture, system and IoT network scales.

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