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Conference object . 2026
License: CC BY
Data sources: Datacite
ZENODO
Conference object . 2026
License: CC BY
Data sources: Datacite
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ThAME: 3D Memory-Enabled Heterogeneous Accelerator for LLM Mixture of Experts

Authors: DHINGRA, PRATYUSH; Pal, Pramit;

ThAME: 3D Memory-Enabled Heterogeneous Accelerator for LLM Mixture of Experts

Abstract

Artifact for ThAME: 3D Memory-Enabled Heterogeneous Accelerator for LLM Mixture of Experts. ThAME is a heterogeneous 2.5D system-in-package: a TPU-v6e host chiplet runs the compute-bound prefill phase, the gating network and the core scheduler; 3D DRAM-PNM chiplets hold the KV cache and compute attention; and 3D FeFET-NAND chiplets store the expert weights and compute the experts on 32 compute cores in their CMOS base die, each core a 64×64 systolic array of PEs. Those base-die cores are wired by a hierarchical NoC — a local crossbar per core group under a tree backbone — obtained by multi-objective optimization (Section IV-C of the paper). This reproduces the expert-serving path in the FeFET-NAND base die

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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