Paper Citation Record · LEDGER

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization

As of 5 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2607.08057.

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

pith.paper-citation-record.v1
2607.08057 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

22 of 22 outbound references displayed

verified exact2
verified fuzzy6
unresolved4
parse uncertain0
malformed identifier1
metadata mismatch9

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9b862f76-056f-4a5d-acfc-141e73d7b3bf · outbound

This paper cites Reza Yazdani Aminabadi, Samyam Rajbhandari, Am- mar Ahmad Awan, Cheng Li, Du Li, Elton Zheng, Olatunji Ruwase, Shaden Smith, Minjia Zhang, Jeff Rasley, and Yuxiong He.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization Reza Yazdani Aminabadi, Samyam Rajbhandari, Am- mar Ahmad Awan, Cheng Li, Du Li, Elton Zheng, Olatunji Ruwase, Shaden Smith, Minjia Zhang, Jeff Rasley, and Yuxiong He

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-10T00:56:40.955266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8a4e0bd6-55d9-4de2-b720-7ea7ca35cb23 · outbound

This paper cites QAQ: Quality Adaptive Quantization for LLM KV Cache.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization QAQ: Quality Adaptive Quantization for LLM KV Cache

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:40.967598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 037ea3a9-2cf1-49e0-a4c6-45d98885b7a1 · outbound

This paper cites LazyLLM: Dynamic Token Pruning for Efficient Long Context LLM Inference.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization LazyLLM: Dynamic Token Pruning for Efficient Long Context LLM Inference

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T00:56:40.962769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f879b246-8df6-4573-88c7-a7473d278f62 · outbound

This paper cites Deltakv: Residual-based kv cache compression via long-range similarity.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization Deltakv: Residual-based kv cache compression via long-range similarity

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-10T00:56:40.970360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c5c2f566-6573-44f2-83fe-7b5390964c35 · outbound

This paper cites GEAR: An Efficient KV Cache Compression Recipe for Near-Lossless Generative Inference of LLM.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization GEAR: An Efficient KV Cache Compression Recipe for Near-Lossless Generative Inference of LLM

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T00:56:40.965166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 69d14e1c-8af3-4b6c-a72b-c7d151241648 · outbound

This paper cites A Survey on Large Language Model Acceleration based on KV Cache Management.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization A Survey on Large Language Model Acceleration based on KV Cache Management

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T00:56:40.957979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b1535c11-1425-4769-8eca-0e811aa67576 · outbound

This paper cites Towards Efficient Generative Large Language Model Serving: A Survey from Algorithms to Systems.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization Towards Efficient Generative Large Language Model Serving: A Survey from Algorithms to Systems

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T00:56:40.977777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 43c055a7-a8eb-4daf-8c8d-f31ee9ecee5d · outbound

This paper cites Mooncake: A KVCache-centric Disaggregated Architecture for LLM Serving.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization Mooncake: A KVCache-centric Disaggregated Architecture for LLM Serving

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T00:56:40.960364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3c82e1a2-e934-47ec-9a94-dfe6b9bd0471 · outbound

This paper cites On the Efficacy of Eviction Policy for Key-Value Constrained Generative Language Model Inference.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization On the Efficacy of Eviction Policy for Key-Value Constrained Generative Language Model Inference

Reference 9

Resolution: malformed identifier; local_arxiv, observed 2026-07-10T00:56:40.725793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b20c001a-d8b3-4706-a16c-cf3d439c60e5 · outbound

This paper cites Idris O Sunmola, Zhenjun Zhao, Samuel Schmidgall, Yumeng Wang, Paul Maria Scheikl, and Axel Krieger.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization Idris O Sunmola, Zhenjun Zhao, Samuel Schmidgall, Yumeng Wang, Paul Maria Scheikl, and Axel Krieger

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:56:41.208881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ed5e878e-f0e7-4d67-bf39-9f4e66f85dd2 · outbound

This paper cites Surgical Gaussian Surfels: Highly Accurate Real-time Surgical Scene Rendering using Gaussian Surfels.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization Surgical Gaussian Surfels: Highly Accurate Real-time Surgical Scene Rendering using Gaussian Surfels

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T00:56:40.975423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 972cf1f8-48ed-4582-8b16-a949690228db · outbound

This paper cites A Survey of Large Language Models.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization A Survey of Large Language Models

Reference 12

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T00:56:40.972806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4d8bcde0-6f1a-4a16-8ae6-3343673db9b7 · outbound

This paper cites A Survey on Efficient Inference for Large Language Models.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization A Survey on Efficient Inference for Large Language Models

Reference 13

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T00:56:40.952272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 409dd5e7-b0a0-475c-8bd1-abdab80afb19 · outbound

This paper cites retain” vs. “evict.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization retain” vs. “evict

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:56:41.210984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 10db3a9b-75f7-4d17-b12d-d05574827fab · outbound

This paper cites BALI (Jurkschat et al., 2025) measures LLM inference across six frameworks or acceler- ation approaches.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization BALI (Jurkschat et al., 2025) measures LLM inference across six frameworks or acceler- ation approaches

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:56:41.203423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 758c8532-d83a-4b3d-9265-a37e5dcbd14e · outbound

This paper cites Workloads.A future sKis benchmark should cover the following three workload types to stress temporal, spatial, and structural KV behaviors:.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization Workloads.A future sKis benchmark should cover the following three workload types to stress temporal, spatial, and structural KV behaviors:

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:56:41.205437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9588fd59-2e21-448c-9c23-766403368ad9 · outbound

This paper cites an unresolved cited work.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-07-10T00:56:41.207045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d9112735-8597-47ad-b223-5ed99926fb14 · outbound

This paper cites an unresolved cited work.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-07-10T00:56:41.212576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 794abd52-105c-4163-aa50-f59968e0376f · outbound

This paper cites Reporting standards.In addition to the basic in- formation like model, hardware, and configuration, we recommend the following reporting standards for sKis benchmarks:.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization Reporting standards.In addition to the basic in- formation like model, hardware, and configuration, we recommend the following reporting standards for sKis benchmarks:

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:56:41.201535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 34921c23-a415-4ec5-bdfc-e223dcde3917 · outbound

This paper cites an unresolved cited work.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-07-10T00:56:41.197713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4db01e9f-5aa5-4761-95aa-ca750a5371d5 · outbound

This paper cites memory curves for structural methods to reveal the trade-offs.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization memory curves for structural methods to reveal the trade-offs

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:56:41.199642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1abb0e95-aa48-47ef-973d-575eacdfdf2d · outbound

This paper cites an unresolved cited work.

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-07-10T00:56:41.196020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

No inbound Pith citation observations are available.