'Using Cloud-ZK for Developing ZKP Acceleration in the Cloud' by Ingo_zk zeroknowledgeproofs cloudcomputing
Easy. Accessible. Cheap.Zero Knowledge technology is a fundamental building block for decentralized computing. Its two main applications are privacy-preserving computation and verifiable computation.
Unfortunately, nothing great ever comes easily. The Prover, responsible for generating the proof, must run a computationally intensive algorithm with significant data blowup during the computation.suggest a factor of up to 10 million in prover overhead while producing the proof, compared to directly running the computation.
A unique property of Zero Knowledge computation is that it runs modular arithmetic under the hood, on enormous field sizes. This requirement and its trials on CPUs lead to the conclusion that modern CPU architecture is simply not built to handle this form of computation efficiently.ZK Acceleration on FPGAs
It is our belief that the energy efficiency in FPGAs is more suitable for ZK due to their function-specific design compared with GPU’s narrower flexibility. With FPGAs at the base, we take a holistic approach to ZK optimization with designs based on a novel algorithmic approach and hardware-specific optimizations.
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