Memory Systems

Performance Characterization and Optimization of LLM Inference on Tenstorrent AI Accelerators
Sparse matrix-vector multiplication (SpMV) is a fundamental operation across diverse domains, including scientific computing, machine …
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Performance Characterization and Optimization of LLM Inference on Tenstorrent AI Accelerators
Three Birds, One Stone: Fast, Accurate-aware and Cost-Efficient Accelerator for Ternary LLM
Sparse matrix-vector multiplication (SpMV) is a fundamental operation across diverse domains, including scientific computing, machine …
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Three Birds, One Stone: Fast, Accurate-aware and Cost-Efficient Accelerator for Ternary LLM
SumcheckPIM: An Efficient HBM-Based PIM Architecture for Linear Complexity Zero Knowledge Proofs
Sparse matrix-vector multiplication (SpMV) is a fundamental operation across diverse domains, including scientific computing, machine …
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SumcheckPIM: An Efficient HBM-Based PIM Architecture for Linear Complexity Zero Knowledge Proofs
SparsePIM: An Efficient HBM-Based PIM Architecture for Sparse Matrix-Vector Multiplications
Sparse matrix-vector multiplication (SpMV) is a fundamental operation across diverse domains, including scientific computing, machine …
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SparsePIM: An Efficient HBM-Based PIM Architecture for Sparse Matrix-Vector Multiplications
Hierarchical Traversal Stack Design Using Shared Memory for GPU Ray Tracing
Ray tracing is widely used to generate photorealistic images by tracing the paths of light rays through a scene and their interactions …
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Hierarchical Traversal Stack Design Using Shared Memory for GPU Ray Tracing
Warped-MC: An Efficient Memory Controller Scheme for Massively Parallel Processors
The performance of GPU’s external memories is becoming more critical since a modern GPU runs thousands of concurrent threads that …
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Warped-MC: An Efficient Memory Controller Scheme for Massively Parallel Processors