VIPIR introduces two new PIR protocols, ExpPack compression, and GPU optimizations for NTT and GEMM that deliver orders-of-magnitude higher throughput than prior systems.
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GPIR achieves up to 297 times higher throughput than prior GPU PIR systems by fusing operations in stages and using pipelined transposed layouts to cut DRAM traffic during batched lattice-based queries.
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VIPIR: A Versatile GPU Framework for Integrating Private Information Retrieval Protocols
VIPIR introduces two new PIR protocols, ExpPack compression, and GPU optimizations for NTT and GEMM that deliver orders-of-magnitude higher throughput than prior systems.
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GPIR: Enabling Practical Private Information Retrieval with GPUs
GPIR achieves up to 297 times higher throughput than prior GPU PIR systems by fusing operations in stages and using pipelined transposed layouts to cut DRAM traffic during batched lattice-based queries.