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- W4288045600 abstract "Data-intensive applications and throughput-oriented processors demand more memory bandwidth. Memory compression can provide more data beyond physical limits, yet new data types and smaller block sizes are challenging. This paper presents a novel and lightweight memory compression framework, Multi-Prediction Compression (MPC), to increase the effective memory bandwidth. Based on multiple prediction models and data-driven algorithm tuning, MPC can provide 31.7% better compression than state-of-the-art (SOTA) algorithms for 32B blocks. Moreover, MPC is hardware-friendly and scalable to support a growing number of data patterns." @default.
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- W4288045600 date "2022-07-01" @default.
- W4288045600 modified "2023-09-26" @default.
- W4288045600 title "Multi-Prediction Compression: An Efficient and Scalable Memory Compression Framework for GP-GPU" @default.
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- W4288045600 doi "https://doi.org/10.1109/lca.2022.3177419" @default.
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