Paper Citation Record · LEDGER

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving

As of 22 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2608.11668.

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

pith.paper-citation-record.v1
2608.11668 v2

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:39:51.033865Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

23 of 23 outbound references displayed

verified exact2
verified fuzzy1
unresolved17
parse uncertain0
malformed identifier2
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8a6048a4-ce8a-4432-9747-c20871b9cf9c · outbound

This paper cites Haratsch, Ken Mai, and Onur Mutlu.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving Haratsch, Ken Mai, and Onur Mutlu

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:50.941563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd005a93-2caa-4c49-95fc-4e98b676f764 · outbound

This paper cites an unresolved cited work.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:39:51.753933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d94a91a5-23c7-4c16-ab46-1c7dfd98af15 · outbound

This paper cites an unresolved cited work.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving Unresolved cited work

Reference 3

Resolution: metadata mismatch; raw_fallback, observed 2026-08-16T00:39:51.565216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9798b44f-a6f3-40dd-a4c4-19f7f6fab3a6 · outbound

This paper cites an unresolved cited work.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:50.955191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f27aad5c-72f7-4bed-ab4a-a7bd057ece97 · outbound

This paper cites an unresolved cited work.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:50.959567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77d48389-5e16-4189-9115-a3183baa5fe9 · outbound

This paper cites an unresolved cited work.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving Unresolved cited work

Reference 6

Resolution: malformed identifier; raw_fallback, observed 2026-08-16T00:39:51.487268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 16721a6f-e331-4a14-abae-c3efd0a60771 · outbound

This paper cites Mahoney, Yakun Sophia Shao, Kurt Keutzer, and Amir Gholami.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving Mahoney, Yakun Sophia Shao, Kurt Keutzer, and Amir Gholami

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:50.968619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05116726-b590-4583-a8f0-3bab9c138933 · outbound

This paper cites an unresolved cited work.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving Unresolved cited work

Reference 8

Resolution: verified exact; raw_fallback, observed 2026-08-16T00:39:51.426491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 453f7879-d766-46dc-8f18-92d729fccb35 · outbound

This paper cites an unresolved cited work.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:39:51.720414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b93a249f-6859-4205-b2d8-4e719e1b976a · outbound

This paper cites an unresolved cited work.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:39:51.707504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 73167992-34e5-4151-89cf-039538e43a34 · outbound

This paper cites an unresolved cited work.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:39:51.694151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6e59f078-1018-4f44-b376-a47e6ed9c07f · outbound

This paper cites an unresolved cited work.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:50.989735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc9a4e56-26be-4ed0-be76-e80fe19eb0f4 · outbound

This paper cites an unresolved cited work.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:39:51.681184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9fcb359c-04bd-4f14-a401-c1cabb5e1499 · outbound

This paper cites an unresolved cited work.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:50.996857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ec52b7d-f617-4df5-94aa-5b1285750638 · outbound

This paper cites an unresolved cited work.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:51.000437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19507c0f-868e-4ff4-b550-027e08b36755 · outbound

This paper cites an unresolved cited work.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:39:51.661786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 345637ed-e393-4760-b5f1-c8326c60ef66 · outbound

This paper cites Tutti: Making SSD-Backed KV Cache Practical for Long-Context LLM Serving.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving Tutti: Making SSD-Backed KV Cache Practical for Long-Context LLM Serving

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:51.007818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 800afc55-ead4-416f-9ff6-8619efd27864 · outbound

This paper cites an unresolved cited work.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving Unresolved cited work

Reference 18

Resolution: malformed identifier; raw_fallback, observed 2026-08-16T00:39:51.185994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bcacee21-4880-4bed-a51d-f3f1d8110ec6 · outbound

This paper cites an unresolved cited work.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:51.015599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae62b7fe-8fca-4fa0-8c7e-8d0a30eaf6de · outbound

This paper cites FlashAccel: Leveraging High-Bandwidth Flash for High-Throughput LLM Inference.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving FlashAccel: Leveraging High-Bandwidth Flash for High-Throughput LLM Inference

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:39:51.102400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d210f41f-b41b-4ddd-8c73-df2287544343 · outbound

This paper cites TokenSim: Enabling Hardware and Software Exploration for Large Language Model Inference Systems.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving TokenSim: Enabling Hardware and Software Exploration for Large Language Model Inference Systems

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:51.025155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 935d7f9a-a559-43df-a097-0354e851487c · outbound

This paper cites Strata: Hierarchical Context Caching for Long Context Language Model Serving.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving Strata: Hierarchical Context Caching for Long Context Language Model Serving

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:51.029533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7beae14-39ab-4625-b65e-b41de8f60425 · outbound

This paper cites Lui, and Haibo Chen.

HBF Sucks! A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving Lui, and Haibo Chen

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:51.641442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.