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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Viktor K. Prasanna

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3 papers indexed here

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Preprint Sep 2026

FPGA Acceleration of Fully Homomorphic Encryption with Adaptive Key Switching

Fully Homomorphic Encryption (FHE) enables privacy-preserving cloud services but incurs substantial computation overhead, making hardware acceleration essential. Among FHE operations, key-switching is a major performance bottleneck. Recent cryptographic advances introduce a novel key-switching method (i.e., KLSS) that...

Zhi-Han Xu, Jayashree Adivarahan, Rajgopal Kannan et al. · 0 citations
Aug 2026

S2MM: Scalable FPGA Acceleration of Secure Matrix Multiplication with Homomorphic Encryption

Homomorphic Encryption (HE) enables secure computation on encrypted data, addressing privacy concerns in cloud computing. However, the high computational cost of HE operations, particularly matrix multiplication (MM), remains a major barrier to its practical deployment. Accelerating Homomorphic Encrypted MM (HE MM) is...

Zhi-Han Xu, Rajgopal Kannan, Viktor K. Prasanna · 0 citations
Jul 2026

FOLIO: Focused Semantic Memory for Streaming Video Understanding

FOLIO is introduced, a training-free focused semantic memory system that records important parts of the stream in higher detail while keeping surrounding context compactly and substantially reducing the cost of maintaining streaming memory by reserving detailed records for focused entities and storing surrounding conte...

Haoyang Fan, Dhruv Parikh, Anvitha Ramachandran et al. · 1 citation · ⚡1

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