Paper Citation Record · LEDGER

Prediction Is All MoE Needs: Expert Load Distribution Goes from Fluctuating to Stabilizing

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2404.16914.

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

pith.paper-citation-record.v1
2404.16914 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 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:41:39.387151Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T12:41:22.737748Z

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 101dc0ea-1848-42f2-9968-5252ba7b73d3 · inbound

MoE-GPS: Guidlines for Prediction Strategy for Dynamic Expert Duplication in MoE Load Balancing cites this paper.

MoE-GPS: Guidlines for Prediction Strategy for Dynamic Expert Duplication in MoE Load Balancing Prediction Is All MoE Needs: Expert Load Distribution Goes from Fluctuating to Stabilizing

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T05:41:39.387151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a21b1a1a-a178-46f2-a839-25b2303dd42f · inbound

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques cites this paper.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Prediction Is All MoE Needs: Expert Load Distribution Goes from Fluctuating to Stabilizing

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T17:13:35.318384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40f14ba3-43ce-4998-b8eb-0aef4237d7da · inbound

LayerScope: Predictive Cross-Layer Scheduling for Efficient Multi-Batch MoE Inference on Legacy Servers cites this paper.

LayerScope: Predictive Cross-Layer Scheduling for Efficient Multi-Batch MoE Inference on Legacy Servers Prediction Is All MoE Needs: Expert Load Distribution Goes from Fluctuating to Stabilizing

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-18T12:41:22.740444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 750707aa-9951-46c8-98f1-bc4478b9300e · inbound

MoX: Efficient MoE Routing on Direct-Connect Topologies cites this paper.

MoX: Efficient MoE Routing on Direct-Connect Topologies Prediction Is All MoE Needs: Expert Load Distribution Goes from Fluctuating to Stabilizing

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:58.058157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.