Paper Citation Record · LEDGER

LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2403.01136.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2403.01136 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:49:10.285007Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-04T20:53:34.132831Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f3a00386-2e4a-4270-b859-6f0331b02722 · inbound

HexGen-2: Disaggregated Generative Inference of LLMs in Heterogeneous Environment cites this paper.

HexGen-2: Disaggregated Generative Inference of LLMs in Heterogeneous Environment LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T11:32:21.559881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0751bc9a-7cf6-4ccc-b727-989c5b9c2ea2 · inbound

Taming the Titans: A Survey of Efficient LLM Inference Serving cites this paper.

Taming the Titans: A Survey of Efficient LLM Inference Serving LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization

Reference 137

Resolution: unresolved; no resolver link, observed 2026-08-16T05:49:10.285007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62f4a924-1ccb-4771-a967-ae4b7e1ffd63 · inbound

Prism: Cost-Efficient Multi-LLM Serving via GPU Memory Ballooning cites this paper.

Prism: Cost-Efficient Multi-LLM Serving via GPU Memory Ballooning LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:33.016486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1348a3f9-69bb-46ae-9f58-35a695b08b7d · inbound

Hetis: Serving LLMs in Heterogeneous GPU Clusters with Fine-grained and Dynamic Parallelism cites this paper.

Hetis: Serving LLMs in Heterogeneous GPU Clusters with Fine-grained and Dynamic Parallelism LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-08-04T20:53:34.170416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.