Paper Citation Record · LEDGER

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications

As of 19 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 4 inbound Pith citation observations for arXiv:2505.07203.

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

pith.paper-citation-record.v1
2505.07203 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:27:53.745929Z

measured 62 of 62 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 2026-08-04T12:55:10.063756Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T08:51:08.950391Z

Reference resolution

58 of 58 outbound references displayed

verified exact0
verified fuzzy36
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0243f9e1-63e6-4859-ac0a-d6beb68c31c6 · outbound

This paper cites https: //character.ai/.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications https: //character.ai/

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.771323Z

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.

Observation 53d40eb0-3707-4757-b408-28f2da28b813 · outbound

This paper cites [Online; accessed 2025-04-17].

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications [Online; accessed 2025-04-17]

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.752863Z

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.

Observation 3bf8fc66-045e-467d-ad8f-671410d9738d · outbound

This paper cites Taming{Throughput-Latency} tradeoff in{LLM} inference with {Sarathi-Serve}.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Taming{Throughput-Latency} tradeoff in{LLM} inference with {Sarathi-Serve}

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.735576Z

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.

Observation bf5283b4-44a0-4f54-b508-f081fe947733 · outbound

This paper cites Pytorch 2: Faster machine learning through dynamic python bytecode transformation and graph compilation.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Pytorch 2: Faster machine learning through dynamic python bytecode transformation and graph compilation

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.717255Z

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.

Observation ea0f3eef-bd27-4fbe-99c8-d8ab76bd2752 · outbound

This paper cites The ai code editor.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications The ai code editor

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.698347Z

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.

Observation b9b9b9d6-3fd9-41da-ae41-a92fbcb18c4f · outbound

This paper cites Glimpse: Continuous, real-time object recog- nition on mobile devices.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Glimpse: Continuous, real-time object recog- nition on mobile devices

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.681002Z

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.

Observation dd654ef5-101c-418e-a198-43a3279fafe2 · outbound

This paper cites Feature engineering for machine learning and data analytics.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Feature engineering for machine learning and data analytics

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.663159Z

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.

Observation e9d28194-8d4e-46e4-8d4e-5690219f1d89 · outbound

This paper cites XGrammar: Flexible and Efficient Structured Generation Engine for Large Language Models.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications XGrammar: Flexible and Efficient Structured Generation Engine for Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.495832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01c3e016-8daa-4660-b225-d83c3c8a69e6 · outbound

This paper cites Oneadapt: Fast adaptation for deep learning applications via back- propagation.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Oneadapt: Fast adaptation for deep learning applications via back- propagation

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.646204Z

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.

Observation e9c30c07-e086-4ae1-afaa-1bb06b2273dd · outbound

This paper cites Accmpeg: Optimizing video encoding for accurate video analytics.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Accmpeg: Optimizing video encoding for accurate video analytics

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.629176Z

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.

Observation fd00cd96-e99b-45a2-86cf-6162d77e606f · outbound

This paper cites Empowering Many, Biasing a Few: Generalist Credit Scoring through Large Language Models.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Empowering Many, Biasing a Few: Generalist Credit Scoring through Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.510969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4919d590-6d62-4440-ba4f-6481f1d2c410 · outbound

This paper cites 360brew: A decoder-only foundation model for personalized ranking and recommendation.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications 360brew: A decoder-only foundation model for personalized ranking and recommendation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.516094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6044832-a151-4b28-ab8c-a25cf61898ab · outbound

This paper cites Gpt-3: Its nature, scope, limits, and consequences.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Gpt-3: Its nature, scope, limits, and consequences

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.520895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b5c677f-e06e-4c82-a30f-12d19dbcc643 · outbound

This paper cites Github copilot - write code faster.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Github copilot - write code faster

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.592014Z

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.

Observation 87bf785e-f30f-46f5-bde2-8443c4eac836 · outbound

This paper cites Tiresias: A {GPU} cluster manager for distributed deep learning.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Tiresias: A {GPU} cluster manager for distributed deep learning

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.575925Z

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.

Observation b9c6bfc9-2db1-4ff4-bbd7-c9a99cb3d920 · outbound

This paper cites AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.535008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 070ec353-da31-46bf-9097-ec604a14edf7 · outbound

This paper cites KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.540334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87b1e661-6b83-44e0-b97f-63c38887672c · outbound

This paper cites Epic: Efficient position-independent context caching for serving large language models, 2024.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Epic: Efficient position-independent context caching for serving large language models, 2024

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.561055Z

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.

Observation afae9e35-653b-42c7-86ab-913980a668e6 · outbound

This paper cites RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.550541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d26bc59e-c4cb-4528-b497-48d5f1fe3b59 · outbound

This paper cites Gear: An efficient kv cache com- pression recipe for near-lossless generative inference of llm, 2024.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Gear: An efficient kv cache com- pression recipe for near-lossless generative inference of llm, 2024

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.546569Z

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.

Observation 24550dde-8603-49d5-8f9d-0c92bdc5ac57 · outbound

This paper cites Over-fitting and model tuning.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Over-fitting and model tuning

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.532326Z

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.

Observation 7a2840c0-8f67-4532-a4f5-63002c5bcb22 · outbound

This paper cites Efficient memory management for large language model serving with 13 pagedattention.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Efficient memory management for large language model serving with 13 pagedattention

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.517795Z

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.

Observation a8a825b4-1a37-424a-91a2-8606daec7c64 · outbound

This paper cites Efficient memory management for large language model serving with pagedattention.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Efficient memory management for large language model serving with pagedattention

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.569776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3af2354d-a1b5-4add-80e9-ae4b4bc9219a · outbound

This paper cites Spam-T5: Benchmarking Large Language Models for Few-Shot Email Spam Detection.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Spam-T5: Benchmarking Large Language Models for Few-Shot Email Spam Detection

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.574575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4d1eb7f-1ea4-4c94-87a7-cf06ed827ba1 · outbound

This paper cites Depression detection on social media with large language models.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Depression detection on social media with large language models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.579596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40c1f9e7-a35a-4767-85d1-9e452da647be · outbound

This paper cites Reducto: On-camera filtering for resource-efficient real-time video analytics.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Reducto: On-camera filtering for resource-efficient real-time video analytics

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.495183Z

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.

Observation 3217ccf5-0339-4387-a970-07e14193a430 · outbound

This paper cites Terapipe: Token-level pipeline parallelism for training large-scale language models.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Terapipe: Token-level pipeline parallelism for training large-scale language models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.588957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6496282b-7c4e-4f0c-8a51-4d1587ba24f1 · outbound

This paper cites Edge assisted real-time object detection for mobile augmented reality.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Edge assisted real-time object detection for mobile augmented reality

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.471905Z

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.

Observation 4f462cbd-2303-4fe8-a5dd-47995a8a342c · outbound

This paper cites Gonzalez, Ion Stoica, and Matei Zaharia.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Gonzalez, Ion Stoica, and Matei Zaharia

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.599044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f536499a-cf67-4118-b5c5-3fd2b85d6881 · outbound

This paper cites FinGPT: Democratizing Internet-scale Data for Financial Large Language Models.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.604822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc014c3c-8e22-4e48-902d-c1ad9d1fc420 · outbound

This paper cites Cachegen: Kv cache compression and streaming for fast large language model serving.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Cachegen: Kv cache compression and streaming for fast large language model serving

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.447997Z

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.

Observation 3e442f03-9673-4d2a-b0de-4f72bf8e1b4d · outbound

This paper cites KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.620412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 047d1cb1-4bb2-4c18-8fed-76d619473651 · outbound

This paper cites Github - lmcache/lmcache: Redis for llms.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Github - lmcache/lmcache: Redis for llms

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.423570Z

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.

Observation 07b981e4-390d-4878-af50-bed6259c4cd0 · outbound

This paper cites Chatgpt: Conversational language model.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Chatgpt: Conversational language model

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.409538Z

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.

Observation 4dc108da-b91e-4536-91b3-14426a1005dd · outbound

This paper cites Generative agents: Interac- tive simulacra of human behavior.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Generative agents: Interac- tive simulacra of human behavior

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.394551Z

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.

Observation f0185cbd-b785-46d2-9b5c-d417a446525c · outbound

This paper cites Optimus: an efficient dynamic resource scheduler for deep learn- ing clusters.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Optimus: an efficient dynamic resource scheduler for deep learn- ing clusters

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.378675Z

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.

Observation 8c9461ee-d736-4803-9a83-a4178d128321 · outbound

This paper cites Perplexity is a free ai search engine.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Perplexity is a free ai search engine

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.363796Z

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.

Observation 9b1acce1-2265-4fe2-bd50-d0ab5d9a0bcd · outbound

This paper cites Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.650313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3927c8b-6136-4ba6-b91a-264d15d65b3a · outbound

This paper cites Rah! recsys–assistant–human: A human-centered recommendation framework with llm agents.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Rah! recsys–assistant–human: A human-centered recommendation framework with llm agents

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.348979Z

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.

Observation 637b7295-4500-4d2f-98b3-98f68cc2d8c1 · outbound

This paper cites Playing games with ais: the limits of gpt-3 and similar large language models.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Playing games with ais: the limits of gpt-3 and similar large language models

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.334300Z

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.

Observation 2ef96d4e-921a-48b0-a532-543f457614fc · outbound

This paper cites Beyond Classification: Financial Reasoning in State-of-the-Art Language Models.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Beyond Classification: Financial Reasoning in State-of-the-Art Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.665157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3925683a-e76d-4d6b-ae8e-78799ab38ecd · outbound

This paper cites Enhancing Recommender Systems with Large Language Model Reasoning Graphs.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Enhancing Recommender Systems with Large Language Model Reasoning Graphs

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.671082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation becd3254-6802-4aa7-bf8c-d64054083e98 · outbound

This paper cites Chain-of-thought prompt- ing elicits reasoning in large language models.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Chain-of-thought prompt- ing elicits reasoning in large language models

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.319407Z

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.

Observation d6ff7978-52d9-447f-a655-bb4f442ad64e · outbound

This paper cites A survey on large language models for recommendation.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications A survey on large language models for recommendation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.681837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5d1acd8-b8a7-4907-9529-8b63e542db75 · outbound

This paper cites Predict- ing loan default in peer-to-peer lending using narrative data.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Predict- ing loan default in peer-to-peer lending using narrative data

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.293937Z

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.

Observation 30cf5885-a546-4145-8433-9491ff7869fe · outbound

This paper cites Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.691773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9da14eb-f966-4f74-9245-ba3710c9315f · outbound

This paper cites Mini- mizing hallucinations and communication costs: Adversarial debate and voting mechanisms in llm-based multi-agents.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Mini- mizing hallucinations and communication costs: Adversarial debate and voting mechanisms in llm-based multi-agents

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.278564Z

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.

Observation 0eeba333-fa42-4744-aaf8-95a48fcbdd05 · outbound

This paper cites Cacheblend: Fast large language model serving for rag with cached knowledge fusion.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Cacheblend: Fast large language model serving for rag with cached knowledge fusion

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.264743Z

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.

Observation 899ff7b9-bb18-44ad-bec8-6fb6014d425a · outbound

This paper cites FlashInfer: Efficient and Customizable Attention Engine for LLM Inference Serving.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications FlashInfer: Efficient and Customizable Attention Engine for LLM Inference Serving

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.706664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e751b87d-52b3-4af0-b225-c9c631042b71 · outbound

This paper cites Orca: A distributed serving system for {Transformer-Based} generative models.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Orca: A distributed serving system for {Transformer-Based} generative models

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.249901Z

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Observation 8e54bc2c-54a8-4dbf-be4f-4961db2a084d · outbound

This paper cites Towards explaining the effects of data preprocessing on machine learning.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Towards explaining the effects of data preprocessing on machine learning

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.232773Z

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Observation 51bae741-9221-4c33-a038-53bcb0c90103 · outbound

This paper cites Caravan: practical online learning of in-network ml models with labeling agents.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Caravan: practical online learning of in-network ml models with labeling agents

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.217874Z

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.

Observation af44b6bd-290f-4c2e-a910-3c0c899563da · outbound

This paper cites Ll- maaa: Making large language models as active annotators.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Ll- maaa: Making large language models as active annotators

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.202824Z

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Observation 46778d6b-fc90-4c16-93a6-ce1a3260d7e2 · outbound

This paper cites H2o: Heavy-hitter oracle for efficient generative in- ference of large language models.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications H2o: Heavy-hitter oracle for efficient generative in- ference of large language models

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.188221Z

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Observation ed04e13f-d7a1-46ca-a052-8cef1fad50b4 · outbound

This paper cites Mpic: Position-independent multimodal context caching system for efficient mllm serving, 2025.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Mpic: Position-independent multimodal context caching system for efficient mllm serving, 2025

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.173986Z

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

Observation 8488794d-3968-4225-9121-505c1348aa6b · outbound

This paper cites Gonzalez, Clark Barrett, and Ying Sheng.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Gonzalez, Clark Barrett, and Ying Sheng

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.741450Z

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Observation 82f531d2-ea1b-43f4-931e-94e4302d6649 · outbound

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

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications {DistServe}: Disaggregating prefill and decoding for goodput-optimized large language model serv- ing

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:27:54.150339Z

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

Observation 7929bbf0-80a4-4cab-94d4-14e929b0c38c · outbound

This paper cites an unresolved cited work.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications Unresolved cited work

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.614510Z

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Pith citing papers

Observation eb2e10b5-71de-4c19-8415-8f9c15abf136 · inbound

TetriServe: Efficiently Serving Mixed DiT Workloads cites this paper.

TetriServe: Efficiently Serving Mixed DiT Workloads PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:10.063756Z

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Observation 80f2c909-7b31-4f36-b684-7462641c5c4f · inbound

From Tokens to Layers: Redefining Stall-Free Scheduling for MoE Serving with Layered Prefill cites this paper.

From Tokens to Layers: Redefining Stall-Free Scheduling for MoE Serving with Layered Prefill PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-18T08:51:08.952905Z

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.

Observation f8d7267a-7304-4f84-a113-e6452afaff3c · inbound

HybridGen: Efficient LLM Generative Inference via CPU-GPU Hybrid Computing cites this paper.

HybridGen: Efficient LLM Generative Inference via CPU-GPU Hybrid Computing PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-10T02:48:27.073874Z

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.

Observation 5179647a-9af1-4c01-919e-362ad2d2382b · inbound

Beyond Storage: State as a Runtime Control Problem in Parallel and Distributed Systems cites this paper.

Beyond Storage: State as a Runtime Control Problem in Parallel and Distributed Systems PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T19:51:03.178136Z

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