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Paper Citation Record · LEDGER

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing

As of 13 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2607.09248.

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

pith.paper-citation-record.v1
2607.09248 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T04:25:48.447055Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

43 of 43 outbound references displayed

  • verified exact19
  • verified fuzzy0
  • unresolved24
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0e1729fc-9906-44fe-bbfe-bf6c633d3486 · outbound

This paper cites Hardness of approximation for strip packing.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Hardness of approximation for strip packing

Reference 1

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doi, observed 2026-07-13T04:29:19.839145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation fc67b6b6-8335-4f18-8c1a-67279523a37e · outbound

This paper cites Approximating minimum-area rectangular and convex containers for packing convex polygons.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Approximating minimum-area rectangular and convex containers for packing convex polygons

Reference 2

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doi, observed 2026-07-13T04:29:19.816409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:b85ddaf1b830f03c64537c3d383d1461acc387379dacfbdbc3c8dbeff89d5351

Observation afa2f104-74cf-4bbe-99a0-c1f3cc9e89b5 · outbound

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

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Optimizing LLM Inference: Fluid-Guided Online Scheduling with Memory Constraints

Reference 3

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source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:83a1fc3a2cbdbc96ad5a152f5b15f22e6ed2346c2e46f945d7794b13b9e33de4

Observation 774e81f5-d985-4d0f-a4e3-8333668964d5 · outbound

This paper cites Nonclairvoyant scheduling to minimize the total flow time on single and parallel machines.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Nonclairvoyant scheduling to minimize the total flow time on single and parallel machines

Reference 4

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source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:7de02329082130c96b031ba4353693906103913fafb6ef7482209ac0618eab2c

Observation 72fe8c04-9c58-46ce-abcf-e1cb46906c5a · outbound

This paper cites Semi-clairvoyant scheduling.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Semi-clairvoyant scheduling

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:5af3b9ce7b9d673c0b69ebd74e830c4f4e61d5a3da2da9f387209ec1428252b0

Observation b6da8faf-fb51-445d-9a86-2b0440bda17a · outbound

This paper cites Non-clairvoyant scheduling with partial predictions.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Non-clairvoyant scheduling with partial predictions

Reference 6

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source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:b74c57e61d8dd059e1dbeac8e5f016e4b6154b91aace1073c8331fae6d16ccbc

Observation e42389e6-0710-4bf6-abf0-c4f7545503b6 · outbound

This paper cites Non-clairvoyant scheduling with progress bars.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Non-clairvoyant scheduling with progress bars

Reference 7

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source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:6b5811ca36910c10b6937ab6c399b8994b42bcc9d5e9c094da962949faba7cd3

Observation 3e69b34b-2b98-4f1d-869c-6a98d3d7741e · outbound

This paper cites Natarajan, and Clifford Stein.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Natarajan, and Clifford Stein

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:8005c7471422e9cce58910d7fab26ffe755b43baaa86b11e9424a209160d8afa

Observation c70d6550-19a5-4abb-b723-21530623c455 · outbound

This paper cites Online scheduling via gradient descent for weighted flow time minimization.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Online scheduling via gradient descent for weighted flow time minimization

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:7a5d21a8b4b8e4a2079d04b04c31841feef9fc6623627c72d5564ffd01728f6b

Observation a7c914f8-d2fe-4762-8546-eeb4315b3fa5 · outbound

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

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Adaptively Robust LLM Inference Optimization under Prediction Uncertainty

Reference 10

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source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:3340f019ec17757f62ba93403d98c6092aef066fa05d32b4ec8513d16c279d80

Observation c681334b-2f13-446b-ba5b-39776d95e52a · outbound

This paper cites A theoretical and empirical study of job scheduling in cloud computing environments: The weighted completion time minimization problem with capacitated parallel machines.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing A theoretical and empirical study of job scheduling in cloud computing environments: The weighted completion time minimization problem with capacitated parallel machines

Reference 11

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:ae0061d0ae01dfa8140b07317165d77611bc0fb6b258ce504087076209286a86

Observation b71c0bbc-ebe6-4d52-99f1-01b1cd670fab · outbound

This paper cites Throughput-Optimal Scheduling Algorithms for LLM Inference and AI Agents.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Throughput-Optimal Scheduling Algorithms for LLM Inference and AI Agents

Reference 12

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source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:12683108d50d6b74f0885144cca39f98862ecc11fa0940d999d3b8a469558324

Observation e611eb45-1748-4e5d-bbf6-735384814224 · outbound

This paper cites Lower bounds for on-line single-machine scheduling.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Lower bounds for on-line single-machine scheduling

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:7498a989f2096858070cf569424c085fc935224d1214e3628bfe3bf3a3f8e373

Observation 27ce7c6f-11b8-4311-8632-bac9e93f1d40 · outbound

This paper cites Competitive non-clairvoyant kv-cache scheduling for LLM inference.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Competitive non-clairvoyant kv-cache scheduling for LLM inference

Reference 14

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:52b5552dc8aa799f1cb6896c19d0a0ec3c25385a51a73b5083caf0423f1c22b8

Observation 0acae332-14a2-48fb-8e37-f895883d8c53 · outbound

This paper cites Efficient LLM scheduling by learning to rank.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Efficient LLM scheduling by learning to rank

Reference 15

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source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:454ecb4f411f21eddd98ba0fd57cd9f27341bdb4112ce244227b4101fbd44b5b

Observation 74fa9d91-bc0d-4b54-9663-5cdeb8a2e1a8 · outbound

This paper cites Hall, Andreas S.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Hall, Andreas S

Reference 16

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source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:ffb1815b346a3b511a5df361ef671b6d05a5f0614a6b344ee9f1be198d7d2a15

Observation 58f788a5-2292-430c-9446-9899a5e2c3ac · outbound

This paper cites Competitive algorithms from competitive equilibria: Non-clairvoyant scheduling under polyhedral constraints.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Competitive algorithms from competitive equilibria: Non-clairvoyant scheduling under polyhedral constraints

Reference 17

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:a25505ce459731192a2019ff9ca8601d254a1702eb316b5dd10076220e53ce0d

Observation 7d6462c6-6ff5-4c59-a9e3-796b053b2182 · outbound

This paper cites Non-clairvoyant scheduling with predictions.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Non-clairvoyant scheduling with predictions

Reference 18

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doi, observed 2026-07-13T04:29:19.790086Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:e79851bc1683b9c557847b93c89e5368f612238f191b5a288ab7e9acdada6bc5

Observation 465a669d-adb6-4cc1-ac1f-b7f41aa927e2 · outbound

This paper cites Competitive kill-and-restart and preemptive strategies for non-clairvoyant scheduling.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Competitive kill-and-restart and preemptive strategies for non-clairvoyant scheduling

Reference 19

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:ae4aacd9367bf850077adc299488cf39ad349d1e458388590a58199ac06b6359

Observation 9eed2f10-e4f3-4b2e-91ad-516b23b4cfa1 · outbound

This paper cites The power of proportional fairness for nonclairvoyant polytope scheduling.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing The power of proportional fairness for nonclairvoyant polytope scheduling

Reference 20

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:497b285566987a8d200e66037fe2c74f50ae64a1d0aae2ee75a15fd9b1ef0942

Observation 8e926a23-16f9-4ffd-92b2-aec9c1f477fd · outbound

This paper cites Online scheduling for llm inference with kv cache constraints.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Online scheduling for llm inference with kv cache constraints

Reference 21

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source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:bbd400454d3d72796d2f4470422cc287b1b73178d75b5010bcef45aab13a7f27

Observation e8aaf58a-4232-4ba0-985d-6fd9454b8029 · outbound

This paper cites Closing the gap for single resource constraint scheduling.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Closing the gap for single resource constraint scheduling

Reference 22

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:d83bc44b888a90f3f23d8c9e2d16af27d8098421ffbc1badcb4e00cc0bc65e09

Observation 9ed61de8-d61d-44b7-8191-4737170f32de · outbound

This paper cites Maximizing the total profit of rectangles packed into a rectangle.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Maximizing the total profit of rectangles packed into a rectangle

Reference 23

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:5c8af440914483e72be6a763954d9bec004c821335cac6d52689c735e8754aa5

Observation 738b83a8-f866-4f57-b214-b4e83396a075 · outbound

This paper cites Geometry-Aware Online Scheduling for LLM Serving: From Theoretical Bound to System Practice.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Geometry-Aware Online Scheduling for LLM Serving: From Theoretical Bound to System Practice

Reference 24

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source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:c79a6c7b496cd225d799cca6e1460baa7a7b5742ac72434d42e42ab0cd8a3cb8

Observation e78edbdb-f06b-4389-8144-f9189e4679e0 · outbound

This paper cites Improved approximations for translational packing of convex polygons.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Improved approximations for translational packing of convex polygons

Reference 25

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:ae8edd8aaae1e8127bad98b9199f2a4005be1a6bdd8cdc22b0e979bc076663cf

Observation 28d7cf80-ca14-4e5f-92fd-b0991a7741ed · outbound

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

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Efficient memory management for large language model serving with pagedattention

Reference 26

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source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:bd7c87da235077aa747d51f2c7d6a1dd9b7cf9346db023cf5fced0794ea57d88

Observation f23e6290-454c-4029-a31f-3df80985a7ee · outbound

This paper cites Scheduling to minimize total weighted completion time via time-indexed linear programming relaxations.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Scheduling to minimize total weighted completion time via time-indexed linear programming relaxations

Reference 27

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:0298e6a949e357fd196a2e509c2891c55fc20438890121753d5d91be9fb4eeb3

Observation 974bd3cb-17f4-4217-9cbe-e1494f1164dc · outbound

This paper cites Two-dimensional packing problems: A survey.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Two-dimensional packing problems: A survey

Reference 28

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:57b0d84ebf098ebaaa86e0166b8fc289e1d88adf851d019d4b6ac64de99c632b

Observation 5317cf91-e59f-4954-8d74-a8172bb47edd · outbound

This paper cites an unresolved cited work.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Unresolved cited work

Reference 29

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source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:bcf6e32426b9dc95cd8798ebf69b7fc0dd84d1df1d6ef542410f4773f5164e0d

Observation 4694e0f2-bf76-4bbf-ad6a-75288ac1a9bd · outbound

This paper cites Phillips, and Eric Torng.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Phillips, and Eric Torng

Reference 30

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source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:63ce965c39710541d524d484f2f5416ccedc33260a35bcb98d75877cb38da74b

Observation c58396ae-bcc3-451d-b332-a50f6898bf4a · outbound

This paper cites Efficiently scaling transformer inference.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Efficiently scaling transformer inference

Reference 31

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source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:823c2ca86b31230c0aa8fcb2c2ce2ab095a4770a6c2a4ceec5f280d2fdd4be59

Observation 6074f733-8b52-4ad7-8e45-7b659fd43a4f · outbound

This paper cites Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction

Reference 32

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source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:b1b302ad0e6411a234b9b0db5198b229726f6a746a12361b88dd6e5592dd32b4

Observation 4cafc7c3-c2d8-4e5a-a639-127d1fc1f4d3 · outbound

This paper cites an unresolved cited work.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Unresolved cited work

Reference 33

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source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:7cf8d5cfe59576a3ae61915096049d6ed31f532530975bb17ad7a08d726337a3

Observation 66764c2c-d884-44d6-be03-b8ab34747b7b · outbound

This paper cites Steinberg.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Steinberg

Reference 34

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:100dbf24e0431ae3616027f67bb9c594a2cb73a208704854c06537653d3a0c7f

Observation 96f25986-1f4e-4542-848d-b11883258c9d · outbound

This paper cites TAPAS: thermal- and power-aware scheduling for LLM inference in cloud platforms.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing TAPAS: thermal- and power-aware scheduling for LLM inference in cloud platforms

Reference 35

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source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:1943f1385dbdb718a0b6cced9d10eb054d3db494dc9641c8cd3659d39853099b

Observation 7b3248fb-9479-4ece-a9d1-3fa3b2e120f8 · outbound

This paper cites Dynamollm: Designing LLM inference clusters for performance and energy efficiency.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Dynamollm: Designing LLM inference clusters for performance and energy efficiency

Reference 36

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unresolved
no resolver link, observed 2026-07-13T04:25:48.447055Z

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source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:0f91830f5bccd9334eed1f3de94f7cfd3e780a5721ffbf72f7eba0663d914e4d

Observation 60ddc9e0-285c-4ce5-aa9f-3883659e50bc · outbound

This paper cites Llumnix: Dynamic scheduling for large language model serving.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Llumnix: Dynamic scheduling for large language model serving

Reference 37

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no resolver link, observed 2026-07-13T04:25:48.447055Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:44a7b1af20ac06a7ec472ed61db92d19199e1d2aac010dd632b893f0d460dcf3

Observation eab36816-ebc4-4ae9-be27-476f291be04f · outbound

This paper cites La Poutr \' e.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing La Poutr \' e

Reference 38

Resolution
verified exact
doi, observed 2026-07-13T04:29:19.774934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:638cd4d786431ff42d88ec3eb9f7781d2e2223c80fe621d75aae73e2b613daa0

Observation 6243f06a-33d0-47e7-b7ef-baa87473d673 · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 39

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unresolved
no resolver link, observed 2026-07-13T04:25:48.447055Z

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source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:0d93f20224c42505f26cce039ac4010b5669a90c4d07cddadf917345b8f5e0e7

Observation 8e3a61ed-affe-44a7-bf55-0e7f4295ef5c · outbound

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

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing LLM Serving Optimization with Variable Prefill and Decode Lengths

Reference 40

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unresolved
no resolver link, observed 2026-07-13T04:25:48.447055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:9d760bfa45350d2f36c8fc0cd83d3a5df1939e5858f19ff91e6adfbe48b65c60

Observation bfdb213a-7163-4cb2-a16b-689b51f22493 · outbound

This paper cites Orca: A distributed serving system for transformer-based generative models.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Orca: A distributed serving system for transformer-based generative models

Reference 41

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unresolved
no resolver link, observed 2026-07-13T04:25:48.447055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:0993a0afb9570ae5f4245f90d9eb362597532670f6bfe46dd7f1d4ceccac6208

Observation b0072f54-6d88-40cc-88bd-776aa2ba68a9 · outbound

This paper cites Gonzalez, Clark W.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Gonzalez, Clark W

Reference 42

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no resolver link, observed 2026-07-13T04:25:48.447055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:f66e1372fdad5f1849b372eb28cf5a1471b96d7fa6e4c606bc6f95d5deb142d2

Observation aa74ad44-7261-47bc-a909-3defd7b33739 · outbound

This paper cites Response length perception and sequence scheduling: An llm-empowered LLM inference pipeline.

General Non-Clairvoyant KV-Cache Scheduling via Regime-Aware Routing Response length perception and sequence scheduling: An llm-empowered LLM inference pipeline

Reference 43

Resolution
unresolved
no resolver link, observed 2026-07-13T04:25:48.447055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-13T04:25:48.447055Z digest=sha256:272b0462c00ff19badb4915e03d443ae5de95abb2d2b914c3a63ecb339b8fa8e

Pith citing papers

No inbound Pith citation observations are available.