Paper Citation Record · LEDGER

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling

As of 9 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2608.02244.

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

pith.paper-citation-record.v1
2608.02244 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T10:54:03.289004Z

measured 37 of 37 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 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

37 of 37 outbound references displayed

verified exact1
verified fuzzy0
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

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Outbound references

Observation e7973ad6-073e-4949-9cf5-cf86c4b8eaec · outbound

This paper cites an unresolved cited work.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:00.908542Z

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Observation 2c6cbed0-7a3d-47ba-ac04-8671d85aed5f · outbound

This paper cites Bo Chen, Chris N Potts, and Gerhard J Woeginger.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Bo Chen, Chris N Potts, and Gerhard J Woeginger

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:01.018364Z

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Observation df53f8bc-474a-4790-9a86-10abbd444944 · outbound

This paper cites Adaptively Robust LLM Inference Optimization under Prediction Uncertainty.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Adaptively Robust LLM Inference Optimization under Prediction Uncertainty

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:01.285290Z

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Observation 5f6f5cf8-53dd-4cff-98ea-f88c73790568 · outbound

This paper cites 40 DeepSeek.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling 40 DeepSeek

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:01.350872Z

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Observation cf9fde2a-7409-466c-9bd2-f4b44b203437 · outbound

This paper cites Accessed: 2026-06-10.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Accessed: 2026-06-10

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:01.383420Z

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Observation 2af17c6a-1691-456d-8e74-c68d5ec88bb5 · outbound

This paper cites Online Resource Allocation with Convex-set Machine-Learned Advice.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Online Resource Allocation with Convex-set Machine-Learned Advice

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:01.521832Z

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Observation 2571490d-1d02-41c2-8867-b5b9a920d62f · outbound

This paper cites Ac- cessed: 2026-06-10.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Ac- cessed: 2026-06-10

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:01.629578Z

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Observation 5ad9925b-cd20-4058-9865-074128677b22 · outbound

This paper cites Patrick Jaillet, Jiashuo Jiang, Konstantina Mellou, Marco Molinaro, Chara Podimata, and Zijie Zhou.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Patrick Jaillet, Jiashuo Jiang, Konstantina Mellou, Marco Molinaro, Chara Podimata, and Zijie Zhou

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:01.788171Z

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Observation 4f84c343-0ef8-4ec0-86cf-166c78aa7bb0 · outbound

This paper cites Redwan Ibne Seraj Khan, Kunal Jain, Haiying Shen, Ankur Mallick, Anjaly Parayil, Anoop Kulkarni, Steve Kofsky, Pankhuri Choudhary, Renee St Amant, Rujia Wang, et al.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Redwan Ibne Seraj Khan, Kunal Jain, Haiying Shen, Ankur Mallick, Anjaly Parayil, Anoop Kulkarni, Steve Kofsky, Pankhuri Choudhary, Renee St Amant, Rujia Wang, et al

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:01.847860Z

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Observation 5f8dbb02-5c22-47fd-b8be-a10e48552223 · outbound

This paper cites Ensuring Fair LLM Serving Amid Diverse Applications.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Ensuring Fair LLM Serving Amid Diverse Applications

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:01.930191Z

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Observation f2e77c7e-5fe4-49f3-a623-5e6b83fc75fd · outbound

This paper cites an unresolved cited work.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:02.214600Z

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Observation 668ffd06-84ce-4678-919d-6f8fe449c161 · outbound

This paper cites an unresolved cited work.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:02.456372Z

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Observation 6a3abbdd-bbda-463c-9b30-0398b321c20a · outbound

This paper cites GPT-4 Technical Report.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling GPT-4 Technical Report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:02.588106Z

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Observation 7e181c7d-b3da-4e49-9fe9-7dc5e00ecd21 · outbound

This paper cites Accessed: 2026-06-10.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Accessed: 2026-06-10

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:02.719597Z

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Observation 641ec49e-2bf3-476b-bfca-41d7dcb912e9 · outbound

This paper cites Julien Robert and Nicolas Schabanel.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Julien Robert and Nicolas Schabanel

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:02.813457Z

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Observation e187760f-dbe4-42ce-bd71-3f81186a6a64 · outbound

This paper cites In Proceedings of the Nineteenth Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2008, San Francisco, California, USA, January 20-22, 2008, Shang-Hua Teng (Ed.).

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling In Proceedings of the Nineteenth Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2008, San Francisco, California, USA, January 20-22, 2008, Shang-Hua Teng (Ed.)

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:02.883870Z

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Observation 70da5781-0ec5-496e-bbc3-17de77757ce7 · outbound

This paper cites Rana Shahout, Eran Malach, Chunwei Liu, Weifan Jiang, Minlan Yu, and Michael Mitzenmacher.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Rana Shahout, Eran Malach, Chunwei Liu, Weifan Jiang, Minlan Yu, and Michael Mitzenmacher

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:02.973735Z

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Observation 7a132beb-3140-4865-aba1-858a953f1282 · outbound

This paper cites Don't Stop Me Now: Embedding Based Scheduling for LLMs.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Don't Stop Me Now: Embedding Based Scheduling for LLMs

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:03.018347Z

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Observation a0baf015-af7d-44f8-a8b5-2be04de56ed9 · outbound

This paper cites LLM Serving Optimization with Variable Prefill and Decode Lengths.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling LLM Serving Optimization with Variable Prefill and Decode Lengths

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:03.079660Z

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Observation db97d505-d2a9-403b-98fa-7ec2732478f8 · outbound

This paper cites Equinox: Holistic Fair Scheduling in Serving Large Language Models.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Equinox: Holistic Fair Scheduling in Serving Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:03.143633Z

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Observation cdef2cf6-f521-4abe-b227-83ae8c4a340d · outbound

This paper cites LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:03.201603Z

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Observation 1fc05e27-74b7-4cb7-ac38-3710fe703192 · outbound

This paper cites DistServe: Disaggregating Prefill and Decoding for Goodput-optimized Large Language Model Serving.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling DistServe: Disaggregating Prefill and Decoding for Goodput-optimized Large Language Model Serving

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:03.289004Z

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Observation 087a142a-1a32-4d3d-885f-4d9a4fb9f36b · outbound

This paper cites 2023.Dissecting Batching Effects in GPT Inference.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling 2023.Dissecting Batching Effects in GPT Inference

Reference 1641

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:01.225727Z

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Observation ddcb80a6-0fc5-4b22-b1e3-ba91dabb83d5 · outbound

This paper cites an unresolved cited work.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Unresolved cited work

Reference 1969

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:01.699637Z

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Observation 4b9c7015-8c18-420d-bd5b-f1a797240a87 · outbound

This paper cites an unresolved cited work.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Unresolved cited work

Reference 1998

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:01.138037Z

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Observation dff2a208-8646-43ab-8ac6-2911380ffef2 · outbound

This paper cites Wenhua Li, Libo Wang, Xing Chai, and Hang Yuan.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Wenhua Li, Libo Wang, Xing Chai, and Hang Yuan

Reference 2001

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:02.116767Z

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Observation ead3a966-1d85-46d4-9779-90fa2866b0b7 · outbound

This paper cites doi:10.1016/S0166-218X(01)00272-4Special Issue devoted to Foundation of Heuristics in Combinatoria l Optimization.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling doi:10.1016/S0166-218X(01)00272-4Special Issue devoted to Foundation of Heuristics in Combinatoria l Optimization

Reference 2002

Resolution: verified exact; doi, observed 2026-08-04T10:58:25.697257Z

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

Observation 9afc8553-44a8-4c1c-ac54-a1d4fb79d120 · outbound

This paper cites an unresolved cited work.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Unresolved cited work

Reference 2008

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:00.361206Z

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Observation 0b1737ba-9f9c-4cb7-a2bc-edcccf6749d6 · outbound

This paper cites Woosuk Kwon, Zhuohan Li, Siyuan Zhuang, Ying Sheng, Lianmin Zheng, Cody Hao Yu, Joseph Gonzalez, Hao Zhang, and Ion Stoica.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Woosuk Kwon, Zhuohan Li, Siyuan Zhuang, Ying Sheng, Lianmin Zheng, Cody Hao Yu, Joseph Gonzalez, Hao Zhang, and Ion Stoica

Reference 2013

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Observation c9c7c267-c5d7-411c-817a-c603298c68e3 · outbound

This paper cites Thodoris Lykouris and Sergei Vassilvitskii.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Thodoris Lykouris and Sergei Vassilvitskii

Reference 2015

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Observation 34dedbdf-e758-49cf-8dad-677d2e5335b7 · outbound

This paper cites In46th International Colloquium on Automata, Languages, and Programming, ICALP 2019, July 9-12, 2019, Patras, Greece (LIPIcs, Vol.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling In46th International Colloquium on Automata, Languages, and Programming, ICALP 2019, July 9-12, 2019, Patras, Greece (LIPIcs, Vol

Reference 2019

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Observation 1f639b82-11bb-4afa-83d6-0ffab48c67e9 · outbound

This paper cites Marco Cascella, Jonathan Montomoli, Valentina Bellini, and Elena Bignami.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Marco Cascella, Jonathan Montomoli, Valentina Bellini, and Elena Bignami

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:00.786896Z

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Observation dbf90813-f4f7-461c-9da8-eaafb5296015 · outbound

This paper cites Ho-Yin Mak, Ying Rong, and Jiawei Zhang.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Ho-Yin Mak, Ying Rong, and Jiawei Zhang

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:02.396636Z

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Observation 33809743-9fe6-4fe0-afd9-442265d89329 · outbound

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

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling SARATHI: Efficient LLM Inference by Piggybacking Decodes with Chunked Prefills

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:00.298222Z

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Observation 46da00a1-c551-488c-8393-79b665384216 · outbound

This paper cites Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve

Reference 2024

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Observation 17797206-444c-43c2-b75e-c2251d36ac58 · outbound

This paper cites Optimizing LLM Inference: Fluid-Guided Online Scheduling with Memory Constraints.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Optimizing LLM Inference: Fluid-Guided Online Scheduling with Memory Constraints

Reference 2025

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Observation fdbdf55b-6bee-4ffd-97a8-c5705fbf8826 · outbound

This paper cites Accessed: 2026-06-10.

Efficiency and Cost Alignment in Batched LLM Serving via Resource-Fair Scheduling Accessed: 2026-06-10

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-04T10:54:00.460788Z

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Pith citing papers

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