FHEnc: FHE 전용 주문형 반도체(ASIC), 파이프라인 NTT 연산 클러스터 및 3.2 TB/s 초고속 메모리 서브시스템

FHEnc는 Ring-LWE 완전 동형 암호(BGV, BFV, CKKS)를 위한 엔터프라이즈 컴파일러, FPGA 가속 IP 코어 및 GPU 최적화 커널을 제공하여 원시 데이터를 복호화하지 않고도 암호화된 금융 분석, 의료 AI 및 기밀 쿼리를 클라우드에서 안전하게 처리합니다.

FHEnc Homomorphic Hardware Acceleration & Compiler Architecture

High-level DSL compiler, polynomial NTT vector array, and programmable bootstrapping core

Central System: FHE Accelerator Core - Ring-LWE FPGA/GPU Unit

Cryptographic Nodes

  • FHE Circuit Compiler
  • Modular NTT Matrix
  • Relinearization Unit
  • Programmable Bootstrapper
  • DMA Host Bridge

Architectural Layers & Protocols

  • Domain-Specific Compiler Plane (MLIR / LLVM-Based Homomorphic Compiler): Translating standard algorithmic loops and tensor operations into optimized homomorphic arithmetic circuits.
  • Polynomial Arithmetic Hardware (Custom FPGA/ASIC NTT Processing Elements): Executing 65,536-point Number Theoretic Transforms over 128-bit RNS modulus chains in hardware.
  • Noise Management & Bootstrapping (Fast CKKS/TFHE Bootstrapping Kernels): Refreshing exhausted ciphertext noise budgets in under 10 milliseconds to enable unlimited circuit depth.
  • Host Interconnect & Streaming (PCIe Gen5 x16 / CXL 2.0 Shared Memory): Streaming massive polynomial ciphertexts between host memory and accelerator HBM at 128 GB/s.

Key Metrics: 100x Faster (Hardware Acceleration Ratio) | < 10 ms (Bootstrapping Latency) | N = 65,536 (Polynomial Ring Dimension) | 128 GB/s (PCIe Gen5 Host Bandwidth)

하드웨어 가속 BGV/BFV/CKKS Ring-LWE 준동형 계산, GPU/FPGA 다항식 곱셈 엔진 및 암호화 클라우드 분석

Authoritative technical engineering reference for hardware-accelerated bgv/bfv/ckks ring-lwe homomorphic computation, gpu/fpga polynomial multiplication engines & encrypted cloud analytics in NIST FIPS 203/204/205 standards, lattice-based cryptography, side-channel attack mitigation, and quantum-resilient infrastructure.

Core Engineering Areas

Technical Articles

Related Cluster Architecture Specifications