Paper Citation Record · LEDGER

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation

As of 23 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2608.04502.

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

pith.paper-citation-record.v1
2608.04502 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:42:39.030291Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

42 of 42 outbound references displayed

verified exact1
verified fuzzy3
unresolved38
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5e4c1a4a-fd46-439d-9f8e-b75880d52758 · outbound

This paper cites RunPod GPU Cloud Pricing.https://www.runpod.io/pricing.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation RunPod GPU Cloud Pricing.https://www.runpod.io/pricing

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:42:40.106623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b93020ae-2bfb-406a-aced-274cec55da74 · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:42:40.090349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 87f4e10f-39d4-4c6a-8094-18b86e63c19b · outbound

This paper cites SARATHI: Efficient LLM Inference by Piggybacking Decodes with Chunked Prefills.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation SARATHI: Efficient LLM Inference by Piggybacking Decodes with Chunked Prefills

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.832218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e22618ec-8f2e-417b-8b07-1aea9deba8a9 · outbound

This paper cites Efficient Heterogeneous Large Language Model Decoding with Model-Attention Disaggregation.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Efficient Heterogeneous Large Language Model Decoding with Model-Attention Disaggregation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.837889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7054de84-4753-49da-904a-4e4c804316b4 · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.842997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e2a6ad9-baf1-4fe9-a36d-8559acfc7108 · outbound

This paper cites Frontier: Towards Comprehensive and Accurate LLM Inference Simulation.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Frontier: Towards Comprehensive and Accurate LLM Inference Simulation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.847909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f0eb208-a779-49e5-9f4d-dd1f3860f8aa · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:42:40.063577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3110dec0-074d-4f71-90c5-880a4f0f9ffe · outbound

This paper cites SplitZip: Ultra Fast Lossless KV Compression for Disaggregated LLM Serving.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation SplitZip: Ultra Fast Lossless KV Compression for Disaggregated LLM Serving

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.862830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df53f171-fec8-42e1-8964-fbf33182fbdb · outbound

This paper cites FastMoE: A Fast Mixture-of-Expert Training System.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation FastMoE: A Fast Mixture-of-Expert Training System

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.867823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 019183eb-8ec4-4746-b577-cfdb92d9d200 · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.873127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ce3ab32-8399-43ae-8e49-aeb903303bb9 · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.883606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23053f6d-4c4d-4fe1-bf3d-01630dfa7ef8 · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.893530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4277d6e8-62e5-49df-9377-4f7b3f693b97 · outbound

This paper cites GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.898101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7afb5a64-a896-4356-867c-fd4774113d5e · outbound

This paper cites Inference without Interference: Disaggregate LLM Inference for Mixed Downstream Workloads.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Inference without Interference: Disaggregate LLM Inference for Mixed Downstream Workloads

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.888665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45fad0b0-cc7a-4042-80fe-bd56d7eebc16 · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.907737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eeb1a2da-39ab-4bab-a498-43edde8f5f81 · outbound

This paper cites Chengyu Qiu, Xiao Fu, Fengcun Li, Yulei Qian, Yuchen Xie, Xunliang Cai, Yingdi Shan, Yongwei Wu, and Mingxing Zhang.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Chengyu Qiu, Xiao Fu, Fengcun Li, Yulei Qian, Yuchen Xie, Xunliang Cai, Yingdi Shan, Yongwei Wu, and Mingxing Zhang

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:42:39.997163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 65022445-f525-4564-a666-779ca6728cb2 · outbound

This paper cites DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.902962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb0e5be4-263f-4656-8d57-2b5a725af2a4 · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.926884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8ef8c6f-42db-4286-a753-848a155a40ba · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:42:39.974892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c5afcf7f-847a-4bdf-badd-b464f82eb7c5 · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:42:39.957885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b67f97ea-0e76-47aa-a729-8d8d14851004 · outbound

This paper cites KVServe: Service-Aware KV Cache Compression for Communication-Efficient Disaggregated LLM Serving.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation KVServe: Service-Aware KV Cache Compression for Communication-Efficient Disaggregated LLM Serving

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.922140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53f48814-e9a6-476f-904c-abb9079708f2 · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.947181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 804942c7-7e68-48fe-aa73-54e715ee7538 · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.952660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 801063f7-9a71-4927-8099-a798337e0c85 · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.959427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe9ef793-e420-4ea3-bf3f-407e0faf412a · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.942641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3af5121-b787-4eb1-9c78-8921f2742809 · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:42:39.908922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 955a93b3-114e-4e70-ad31-0a8db9accfd8 · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:42:39.893133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f7b3366d-94fe-4cbe-894f-c76502a817a4 · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:42:39.877284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b39dd282-6abf-46b9-9ed6-543bb66db29f · outbound

This paper cites Analytical Provisioning for Attention-FFN Disaggregated LLM Serving under Stochastic Workloads.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Analytical Provisioning for Attention-FFN Disaggregated LLM Serving under Stochastic Workloads

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-15T14:42:39.342914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0daf6285-bd10-4307-9ee7-52140cc28f87 · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:39.000309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49c6b1fc-e56e-443f-8b21-280fa9e3bd2a · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.975428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad5a0793-a7d6-4899-adec-ae32b5b3c49a · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:39.010454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a998ec24-105a-4bce-b769-ba3e7e3481e8 · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:42:39.850550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0225fc67-ac7a-4268-97d2-ccdd8b990dc2 · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.990015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14580223-7cfd-4f10-8900-4bf0fd3148dc · outbound

This paper cites How Far Can Disaggregation Go? A Design-Space Exploration of Attention-FFN Disaggregation for Efficient MoE LLM Serving.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation How Far Can Disaggregation Go? A Design-Space Exploration of Attention-FFN Disaggregation for Efficient MoE LLM Serving

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.994773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd944385-0ae8-467e-8834-857166d029da · outbound

This paper cites MegaScale-Infer: Serving Mixture-of-Experts at Scale with Disaggregated Expert Parallelism.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation MegaScale-Infer: Serving Mixture-of-Experts at Scale with Disaggregated Expert Parallelism

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:39.030291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfaf26e4-b59f-4167-acf7-d213af4d9f2f · outbound

This paper cites Qwen3 Technical Report.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Qwen3 Technical Report

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:39.005265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e05db55a-7869-4c1c-8902-3e5c7bdf9a56 · outbound

This paper cites Janus: Disaggregating Attention and Experts for Scalable MoE Inference.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Janus: Disaggregating Attention and Experts for Scalable MoE Inference

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:39.020267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b608232-771c-4970-87e6-32eba712e098 · outbound

This paper cites 2024.{DistServe}: Disaggregating prefill and decoding for goodput-optimized large language model serving.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation 2024.{DistServe}: Disaggregating prefill and decoding for goodput-optimized large language model serving

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:42:39.833157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2ca89249-c27a-4a53-aecf-d7ddf02143a4 · outbound

This paper cites MemServe: Context Caching for Disaggregated LLM Serving with Elastic Memory Pool.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation MemServe: Context Caching for Disaggregated LLM Serving with Elastic Memory Pool

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.878348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 431b7541-f09e-4c98-b7ef-3c5343330686 · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:38.917443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c666ff2-49e2-47cb-bdb5-74a6b6857ae1 · outbound

This paper cites an unresolved cited work.

AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation Unresolved cited work

Reference 2026

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:42:40.047370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.