Paper Citation Record · LEDGER

Hierarchical Autoscaling for Large Language Model Serving with Chiron

As of 11 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 2 inbound Pith citation observations for arXiv:2501.08090.

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

pith.paper-citation-record.v1
2501.08090 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:35:13.172282Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T06:58:36.525442Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy11
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 206c5431-b95c-4ede-8227-e8da88232496 · outbound

This paper cites InferCept: Efficient Intercept Support for Augmented Large Language Model Inference.

Hierarchical Autoscaling for Large Language Model Serving with Chiron InferCept: Efficient Intercept Support for Augmented Large Language Model Inference

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:13.085003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5e75acf-bb5a-46a9-8707-fb3959a0be9e · outbound

This paper cites Serving DNNs like clockwork: Performance predictabil- ity from the bottom up.

Hierarchical Autoscaling for Large Language Model Serving with Chiron Serving DNNs like clockwork: Performance predictabil- ity from the bottom up

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:35:13.492331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7ccdaa54-cfcd-4b7e-9651-61be46751b82 · outbound

This paper cites Cocktail: A multidi- mensional optimization for model serving in cloud.

Hierarchical Autoscaling for Large Language Model Serving with Chiron Cocktail: A multidi- mensional optimization for model serving in cloud

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:35:13.480608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 95b21701-e3b7-400b-aa3b-8ad94a975b98 · outbound

This paper cites Andes: Defining and Enhancing Quality-of-Experience in LLM-Based Text Streaming Services.

Hierarchical Autoscaling for Large Language Model Serving with Chiron Andes: Defining and Enhancing Quality-of-Experience in LLM-Based Text Streaming Services

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:13.116727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ff84f9a-3174-4556-b5be-b792d0ffeb26 · outbound

This paper cites Queue management for slo-oriented large language model serving.

Hierarchical Autoscaling for Large Language Model Serving with Chiron Queue management for slo-oriented large language model serving

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:13.130836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2895897-a03b-444b-a9fc-4c31be18d0fd · outbound

This paper cites FIRM: An intel- ligent fine-grained resource management framework for SLO-oriented microservices.

Hierarchical Autoscaling for Large Language Model Serving with Chiron FIRM: An intel- ligent fine-grained resource management framework for SLO-oriented microservices

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:35:13.444865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c01c5857-4115-4984-9274-a10cf4a5d9f5 · outbound

This paper cites INFaaS: Automated model-less in- ference serving.

Hierarchical Autoscaling for Large Language Model Serving with Chiron INFaaS: Automated model-less in- ference serving

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:35:13.432079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 61a8e9f1-e8e6-413d-97f5-cec861972ef5 · outbound

This paper cites Llumnix: Dynamic Scheduling for Large Language Model Serving.

Hierarchical Autoscaling for Large Language Model Serving with Chiron Llumnix: Dynamic Scheduling for Large Language Model Serving

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:13.144196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a0d30f1-e83f-427a-91eb-4a700205ef6b · outbound

This paper cites an unresolved cited work.

Hierarchical Autoscaling for Large Language Model Serving with Chiron Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:13.420114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 22d56eaf-9306-4611-9a48-5b3f75555985 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Hierarchical Autoscaling for Large Language Model Serving with Chiron LLaMA: Open and Efficient Foundation Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:13.153146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 579cba31-9e2e-4911-80ee-585c62ec7d67 · outbound

This paper cites Yuxin Wang, Yuhan Chen, Zeyu Li, Zhenheng Tang, Rui Guo, Xin Wang, Qiang Wang, Amelie Chi Zhou, and Xi- aowen Chu.

Hierarchical Autoscaling for Large Language Model Serving with Chiron Yuxin Wang, Yuhan Chen, Zeyu Li, Zhenheng Tang, Rui Guo, Xin Wang, Qiang Wang, Amelie Chi Zhou, and Xi- aowen Chu

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:35:13.406838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ed95b696-47ca-460a-af24-20c9020f173b · outbound

This paper cites Fast Distributed Inference Serving for Large Language Models.

Hierarchical Autoscaling for Large Language Model Serving with Chiron Fast Distributed Inference Serving for Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:13.160613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32e29fd0-6499-4b1a-89ec-b3ccdc6344fa · outbound

This paper cites MArk: Exploiting cloud services for cost-effective, SLO-aware machine learning inference serving.

Hierarchical Autoscaling for Large Language Model Serving with Chiron MArk: Exploiting cloud services for cost-effective, SLO-aware machine learning inference serving

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:35:13.381763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2255268d-2f2a-4b0c-9bf2-c152436d7af7 · outbound

This paper cites SpotServe: Serving Generative Large Language Models on Preemptible Instances.

Hierarchical Autoscaling for Large Language Model Serving with Chiron SpotServe: Serving Generative Large Language Models on Preemptible Instances

Reference 1967

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:13.120818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34e29414-9d8a-4a57-b0e9-760d64184849 · outbound

This paper cites Clipper: A low-latency online prediction serving system.

Hierarchical Autoscaling for Large Language Model Serving with Chiron Clipper: A low-latency online prediction serving system

Reference 2005

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:35:13.504719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ef95858c-9031-48ab-ac43-26165ecd9874 · outbound

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

Hierarchical Autoscaling for Large Language Model Serving with Chiron Efficient memory management for large language model serving with PagedAttention

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:35:13.468933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 21c8c925-2b41-4c93-8bb2-912251937640 · outbound

This paper cites Shepherd: Serving DNNs in the wild.

Hierarchical Autoscaling for Large Language Model Serving with Chiron Shepherd: Serving DNNs in the wild

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:35:13.369586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1fc7497b-214c-4343-8e33-f0e38ee16cc5 · outbound

This paper cites ISBN 9781450381376.

Hierarchical Autoscaling for Large Language Model Serving with Chiron ISBN 9781450381376

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:13.098878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b00cca3-4aef-42f9-a5b8-b7fbc0a0eee8 · outbound

This paper cites The shift from models to compound AI systems.

Hierarchical Autoscaling for Large Language Model Serving with Chiron The shift from models to compound AI systems

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:35:13.393173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1b874990-aab1-4bc3-afed-a9cff19af95f · outbound

This paper cites TensorFlow-Serving: Flexible, high-performance ML serving.

Hierarchical Autoscaling for Large Language Model Serving with Chiron TensorFlow-Serving: Flexible, high-performance ML serving

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:35:13.458000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6d303f27-b015-494d-b5ba-b1a888838a6b · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Hierarchical Autoscaling for Large Language Model Serving with Chiron On the Opportunities and Risks of Foundation Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:13.089909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 0854c67d-f439-43bb-9bae-802e001f6533 · inbound

KAIROS: Stateful, Context-Aware Power-Efficient Agentic Inference Serving cites this paper.

KAIROS: Stateful, Context-Aware Power-Efficient Agentic Inference Serving Hierarchical Autoscaling for Large Language Model Serving with Chiron

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:01:48.829960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fae924ce-7013-48dd-8105-37e30f77fd6b · inbound

Nitsum: Serving Tiered LLM Requests with Adaptive Tensor Parallelism cites this paper.

Nitsum: Serving Tiered LLM Requests with Adaptive Tensor Parallelism Hierarchical Autoscaling for Large Language Model Serving with Chiron

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:31:11.971214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.