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References (52)

[1]
PinDrop: Breaking the Silence on SDCs in a Large-Scale Fleet
2026Peter W. Deutsch, H. Dixit et al.
[2]
TraCT: Disaggregated LLM Serving with CXL Shared Memory KV Cache at Rack-Scale
2025Dongha Yoon, Younghoon Min et al.
[3]
From Exploration to Explanation: ML-Driven Causal Discovery for Datacenter Reliability at Scale
2025Pavana Prakash, Rolando P. Hong Enriquez et al.
[4]
Intelligence per Watt: Measuring Intelligence Efficiency of Local AI
2025Jon Saad-Falcon, A. Narayan et al.
[5]
StreamTensor: Make Tensors Stream in Dataflow Accelerators for LLMs
2025Hanchen Ye, Deming Chen
[6]
Silent Data Corruption by 10× Test Escapes Threatens Reliable Computing
2025Subhasish Mitra, Subho S. Banerjee et al.
[7]
V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning
2025Mahmoud Assran, Adrien Bardes et al.
[8]
Monolithic 3-D Integration of Diverse Memories: Resistive Switching (RRAM) and Gain Cell (GC) Memory Integrated on Si CMOS
2025Shuhan Liu, R. Radway et al.
[9]
TPU-Gen: LLM-Driven Custom Tensor Processing Unit Generator
2025Deepak Vungarala, Mohammed E. Elbtity et al.
[10]
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
2025Saurabh Jha, Rohan R. Arora et al.
[11]
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
2024Yushi Bai, Shangqing Tu et al.
[12]
FrontierMath: A Benchmark for Evaluating Advanced Mathematical Reasoning in AI
2024Elliott S. Glazer, Ege Erdil et al.
[13]
The Llama 3 Herd of Models
2024Abhimanyu Dubey, Abhinav Jauhri et al.
[14]
Dynamic Co-Optimization Compiler: Leveraging Multi-Agent Reinforcement Learning for Enhanced DNN Accelerator Performance
2024Arya Fayyazi, M. Kamal et al.
[15]
Planetarium: A Rigorous Benchmark for Translating Text to Structured Planning Languages
2024Max Zuo, F. Velez et al.
[16]
Qiskit HumanEval: An Evaluation Benchmark for Quantum Code Generative Models
2024Sanjay Vishwakarma, Francis Harkins et al.
[17]
Chiplet-Gym: Optimizing Chiplet-Based AI Accelerator Design With Reinforcement Learning
2024Kaniz Mishty, Mehdi Sadi
[18]
HMT: Hierarchical Memory Transformer for Efficient Long Context Language Processing
2024Zifan He, Yingqi Cao et al.
[19]
DE-HNN: An effective neural model for Circuit Netlist representation
2024Zhishang Luo, T. Hy et al.
[20]
QPlacer: Frequency-Aware Component Placement for Superconducting Quantum Computers
2024Junyao Zhang, Hanrui Wang et al.

Showing 20 of 52 references

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"A vision paper proposing a 10-year roadmap for AI and hardware co-design to enhance efficiency and integration across cloud, edge, and physical environments."

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