Aging Aware Adaptive Voltage Scaling for Reliable and Efficient AI Accelerators
Fuente:
arXiv
Saved in:
| Main Authors: | Xie, Tong, Zhang, Zuodong, Yang, Chao, Wang, Yuan, Wang, Runsheng, Li, Meng |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
The Quest for Reliable AI Accelerators: Cross-Layer Evaluation and Design Optimization
by: Li, Meng, et al.
Published: (2026)
by: Li, Meng, et al.
Published: (2026)
ReaLM: Reliable and Efficient Large Language Model Inference with Statistical Algorithm-Based Fault Tolerance
by: Xie, Tong, et al.
Published: (2025)
by: Xie, Tong, et al.
Published: (2025)
DRIFT: Harnessing Inherent Fault Tolerance for Efficient and Reliable Diffusion Model Inference
by: Wen, Jinqi, et al.
Published: (2026)
by: Wen, Jinqi, et al.
Published: (2026)
CREATE: Cross-Layer Resilience Characterization and Optimization for Efficient yet Reliable Embodied AI Systems
by: Xie, Tong, et al.
Published: (2026)
by: Xie, Tong, et al.
Published: (2026)
Efficient yet Accurate End-to-End SC Accelerator Design
by: Li, Meng, et al.
Published: (2024)
by: Li, Meng, et al.
Published: (2024)
Ironman: Accelerating Oblivious Transfer Extension for Privacy-Preserving AI with Near-Memory Processing
by: Lin, Chenqi, et al.
Published: (2025)
by: Lin, Chenqi, et al.
Published: (2025)
GAP-LA: GPU-Accelerated Performance-Driven Layer Assignment
by: Zhao, Chunyuan, et al.
Published: (2025)
by: Zhao, Chunyuan, et al.
Published: (2025)
SpecMamba: Accelerating Mamba Inference on FPGA with Speculative Decoding
by: Zhong, Linfeng, et al.
Published: (2025)
by: Zhong, Linfeng, et al.
Published: (2025)
RePart: Efficient Hypergraph Partitioning with Logic Replication Optimization for Multi-FPGA System
by: Fu, Zizhuo, et al.
Published: (2026)
by: Fu, Zizhuo, et al.
Published: (2026)
No Redundancy, No Stall: Lightweight Streaming 3D Gaussian Splatting for Real-time Rendering
by: Wei, Linye, et al.
Published: (2025)
by: Wei, Linye, et al.
Published: (2025)
DEFA: Efficient Deformable Attention Acceleration via Pruning-Assisted Grid-Sampling and Multi-Scale Parallel Processing
by: Xu, Yansong, et al.
Published: (2024)
by: Xu, Yansong, et al.
Published: (2024)
MCBP: A Memory-Compute Efficient LLM Inference Accelerator Leveraging Bit-Slice-enabled Sparsity and Repetitiveness
by: Wang, Huizheng, et al.
Published: (2025)
by: Wang, Huizheng, et al.
Published: (2025)
Theseus: Exploring Efficient Wafer-Scale Chip Design for Large Language Models
by: Zhu, Jingchen, et al.
Published: (2024)
by: Zhu, Jingchen, et al.
Published: (2024)
An Efficient Sparse Hardware Accelerator for Spike-Driven Transformer
by: Li, Zhengke, et al.
Published: (2025)
by: Li, Zhengke, et al.
Published: (2025)
SnipSnap: A Joint Compression Format and Dataflow Co-Optimization Framework for Efficient Sparse LLM Accelerator Design
by: Wu, Junyi, et al.
Published: (2025)
by: Wu, Junyi, et al.
Published: (2025)
Search-in-Memory (SiM): Reliable, Versatile, and Efficient Data Matching in SSD's NAND Flash Memory Chip for Data Indexing Acceleration
by: Chen, Yun-Chih, et al.
Published: (2024)
by: Chen, Yun-Chih, et al.
Published: (2024)
SEGA-DCIM: Design Space Exploration-Guided Automatic Digital CIM Compiler with Multiple Precision Support
by: Diao, Haikang, et al.
Published: (2025)
by: Diao, Haikang, et al.
Published: (2025)
FPGA-Optimized Hardware Accelerator for Fast Fourier Transform and Singular Value Decomposition in AI
by: Ding, Hong, et al.
Published: (2025)
by: Ding, Hong, et al.
Published: (2025)
Leveraging Application-Specific Knowledge for Energy-Efficient Deep Learning Accelerators on Resource-Constrained FPGAs
by: Qian, Chao
Published: (2025)
by: Qian, Chao
Published: (2025)
CellE: Automated Standard Cell Library Extension via Equality Saturation
by: Ren, Yi, et al.
Published: (2026)
by: Ren, Yi, et al.
Published: (2026)
Efficient Implementation of an Adaptive Transformer Accelerator for Massive MIMO Outdoor Localization
by: Yaman, Ilayda, et al.
Published: (2026)
by: Yaman, Ilayda, et al.
Published: (2026)
Pointer: An Energy-Efficient ReRAM-based Point Cloud Recognition Accelerator with Inter-layer and Intra-layer Optimizations
by: Zhang, Qijun, et al.
Published: (2024)
by: Zhang, Qijun, et al.
Published: (2024)
Sparsity-Aware Streaming SNN Accelerator with Output-Channel Dataflow for Automatic Modulation Classification
by: Yang, Kuilian, et al.
Published: (2026)
by: Yang, Kuilian, et al.
Published: (2026)
FuseFPS: Accelerating Farthest Point Sampling with Fusing KD-tree Construction for Point Clouds
by: Han, Meng, et al.
Published: (2023)
by: Han, Meng, et al.
Published: (2023)
Efficient Orchestrated AI Workflows Execution on Scale-out Spatial Architecture
by: Deng, Jinyi, et al.
Published: (2024)
by: Deng, Jinyi, et al.
Published: (2024)
Efficient Approaches for GEMM Acceleration on Leading AI-Optimized FPGAs
by: Taka, Endri, et al.
Published: (2024)
by: Taka, Endri, et al.
Published: (2024)
LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow
by: Chang, Kaiyan, et al.
Published: (2025)
by: Chang, Kaiyan, et al.
Published: (2025)
Messaging-based Adaptive Vector Computing (MAVeC) Accelerator for AI Workloads
by: Chowdhury, Md. Rownak Hossain, et al.
Published: (2024)
by: Chowdhury, Md. Rownak Hossain, et al.
Published: (2024)
Energy Efficient LSTM Accelerators for Embedded FPGAs through Parameterised Architecture Design
by: Qian, Chao, et al.
Published: (2026)
by: Qian, Chao, et al.
Published: (2026)
BETA: Binarized Energy-Efficient Transformer Accelerator at the Edge
by: Ji, Yuhao, et al.
Published: (2024)
by: Ji, Yuhao, et al.
Published: (2024)
Accelerating Multi-Scale Deformable Attention Using Near-Memory-Processing Architecture
by: Li, Huize, et al.
Published: (2026)
by: Li, Huize, et al.
Published: (2026)
Edge GPU Aware Multiple AI Model Pipeline for Accelerated MRI Reconstruction and Analysis
by: Majeed, Ashiyana Abdul, et al.
Published: (2025)
by: Majeed, Ashiyana Abdul, et al.
Published: (2025)
SOFA: A Compute-Memory Optimized Sparsity Accelerator via Cross-Stage Coordinated Tiling
by: Wang, Huizheng, et al.
Published: (2024)
by: Wang, Huizheng, et al.
Published: (2024)
ADiP: Adaptive-Precision Systolic Array for Matrix Multiplication Acceleration
by: Abdelmaksoud, Ahmed J., et al.
Published: (2025)
by: Abdelmaksoud, Ahmed J., et al.
Published: (2025)
SA-DS: A Dataset for Large Language Model-Driven AI Accelerator Design Generation
by: Vungarala, Deepak, et al.
Published: (2024)
by: Vungarala, Deepak, et al.
Published: (2024)
Hardware Acceleration of Kolmogorov-Arnold Network (KAN) in Large-Scale Systems
by: Huang, Wei-Hsing, et al.
Published: (2025)
by: Huang, Wei-Hsing, et al.
Published: (2025)
Accelerating Mini-batch HGNN Training by Reducing CUDA Kernels
by: Wu, Meng, et al.
Published: (2024)
by: Wu, Meng, et al.
Published: (2024)
FlexNeRFer: A Multi-Dataflow, Adaptive Sparsity-Aware Accelerator for On-Device NeRF Rendering
by: Noh, Seock-Hwan, et al.
Published: (2025)
by: Noh, Seock-Hwan, et al.
Published: (2025)
DCI: A Coordinated Allocation and Filling Workload-Aware Dual-Cache Allocation GNN Inference Acceleration System
by: Luo, Yi, et al.
Published: (2025)
by: Luo, Yi, et al.
Published: (2025)
FireFly-P: FPGA-Accelerated Spiking Neural Network Plasticity for Robust Adaptive Control
by: Li, Tenglong, et al.
Published: (2026)
by: Li, Tenglong, et al.
Published: (2026)
Similar Items
-
The Quest for Reliable AI Accelerators: Cross-Layer Evaluation and Design Optimization
by: Li, Meng, et al.
Published: (2026) -
ReaLM: Reliable and Efficient Large Language Model Inference with Statistical Algorithm-Based Fault Tolerance
by: Xie, Tong, et al.
Published: (2025) -
DRIFT: Harnessing Inherent Fault Tolerance for Efficient and Reliable Diffusion Model Inference
by: Wen, Jinqi, et al.
Published: (2026) -
CREATE: Cross-Layer Resilience Characterization and Optimization for Efficient yet Reliable Embodied AI Systems
by: Xie, Tong, et al.
Published: (2026) -
Efficient yet Accurate End-to-End SC Accelerator Design
by: Li, Meng, et al.
Published: (2024)