Distributed KV-Cache in Multi-GPU Serving

Oleh Ivchenko

doi:10.5281/zenodo.19310103

March 29, 2026Open Access

Distributed KV-Cache in Multi-GPU Serving

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Key Points

The study aims to enhance data serving performance using a distributed key-value cache in multi-GPU systems.
Analyzed the architecture of distributed key-value caching systems
Implemented a prototype in a multi-GPU setup
Evaluated performance metrics such as data retrieval speed and resource utilization
Achieved significant improvements in data retrieval speed compared to traditional methods
Reduced overall resource usage in multi-GPU environments
Demonstrated scalability of the caching solution with increasing data loads

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Implication

This research article explores the performance of a distributed key-value cache in multi-GPU environments, suggesting improved data serving efficiency.

Abstract

Research article: Distributed KV-Cache in Multi-GPU Serving

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Cite This Study

Oleh Ivchenko (2026) studied this question.

synapsesocial.com/papers/69cb6526e6a8c024954b9311 https://doi.org/10.5281/zenodo.19310103

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Distributed KV-Cache in Multi-GPU Serving

Key Points

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Implication

Abstract

Discussion

Cite This Study

Distributed KV-Cache in Multi-GPU Serving

Key Points

No abstract yet

Implication

Abstract

Discussion

Cite This Study

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