The AI application stack: who builds what
The layers of an AI product are not equal. You can choose where to invest with arithmetic rather than feeling.
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Sources
- Amdahl, G. M. 1967 · Validity of the Single Processor Approach to Achieving Large Scale Computing Capabilities · AFIPS 1967
- Dean, J. & Barroso, L. A. 2013 · The Tail at Scale · CACM 56(2)
- Kwon, W. et al. 2023 · Efficient Memory Management for Large Language Model Serving with PagedAttention (vLLM) · SOSP 2023
- Sculley, D. et al. 2015 · Hidden Technical Debt in Machine Learning Systems · NeurIPS 2015
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