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In order for High-Performance Computing (HPC) applications with data securityrequirements to execute in the public cloud, the cloud infrastructure mustensure the privacy and integrity of data. To meet this goal, we considerincorporating encryption in the Message Passing Interface (MPI) library. Weempirically evaluate four contemporary cryptographic libraries, OpenSSL,BoringSSL, Libsodium, and CryptoPP using micro-benchmarks and NAS parallelbenchmarks on two different networking technologies, 10Gbps Ethernet and 40GbpsInfiniBand. We also develop accurate models that allow us to reason about theperformance of encrypted MPI communication in different situations and giveguidance on how to improve encrypted MPI performance.

Performance Evaluation and Modeling of Cryptographic Libraries for MPI Communications