Paper Citation Record · LEDGER

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift

As of 9 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 1 inbound Pith citation observation for arXiv:2606.31470.

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

pith.paper-citation-record.v1
2606.31470 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-01T05:47:18.737852Z

measured 25 of 25 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T22:11:25.088442Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-04T22:11:25.165471Z

Reference resolution

24 of 24 outbound references displayed

verified exact1
verified fuzzy21
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fc1e4507-3f2e-4dd7-91a4-eb7af67ffb4b · outbound

This paper cites Cloud resource provisioning: survey, status and future research directions,.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift Cloud resource provisioning: survey, status and future research directions,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T20:42:53.925839Z

Source-reported events for the cited work

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

Observation 3c752326-5e2e-453e-a265-fa22330687ec · outbound

This paper cites The case for energy-proportional com- puting,.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift The case for energy-proportional com- puting,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T20:42:53.927732Z

Source-reported events for the cited work

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

Observation c0d70080-0abe-4922-9676-25e0a2f89438 · outbound

This paper cites Energy and ai,.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift Energy and ai,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T20:42:53.956573Z

Source-reported events for the cited work

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

Observation 25a98bf9-e184-459c-af86-3394476b5750 · outbound

This paper cites Available: https://www.iea.org/reports/energy-and-ai.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift Available: https://www.iea.org/reports/energy-and-ai

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T20:42:53.950673Z

Source-reported events for the cited work

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

Observation 60d462f3-e2ae-4930-9aaf-b96c2bc823cd · outbound

This paper cites The mythos of model interpretability: In machine learning, the concept of interpretability is both important and slippery.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift The mythos of model interpretability: In machine learning, the concept of interpretability is both important and slippery

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T20:42:53.931694Z

Source-reported events for the cited work

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

Observation 55b8a594-5ad2-487c-8cd6-4b4efdc61f3e · outbound

This paper cites A review and comparison of strategies for multi-step ahead time series forecasting based on the nn5 forecasting competition,.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift A review and comparison of strategies for multi-step ahead time series forecasting based on the nn5 forecasting competition,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T20:42:53.933709Z

Source-reported events for the cited work

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

Observation 2af7fa4d-5dfe-447d-8000-acae36b1675b · outbound

This paper cites A decoder-only foundation model for time-series forecasting,.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift A decoder-only foundation model for time-series forecasting,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T20:42:53.929625Z

Source-reported events for the cited work

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

Observation 5a4da3ba-9062-415b-a86f-67231c9a392b · outbound

This paper cites Chronos: Learning the Language of Time Series.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift Chronos: Learning the Language of Time Series

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-07-01T10:15:43.961126Z

Source-reported events for the cited work

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

Observation 3e3ea1ec-6fd8-4c8b-a0b4-4d4b6a6ddc30 · outbound

This paper cites Incremental on-line learning: A review and comparison of state of the art algorithms,.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift Incremental on-line learning: A review and comparison of state of the art algorithms,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T20:42:53.923941Z

Source-reported events for the cited work

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

Observation a1b51161-fe5a-4b54-86db-8fc76c0135b2 · outbound

This paper cites Proactive model adaptation against concept drift for online time series forecasting.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift Proactive model adaptation against concept drift for online time series forecasting

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T20:42:53.916487Z

Source-reported events for the cited work

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

Observation 8f498ca2-c083-4323-a1e8-00a163524d34 · outbound

This paper cites Smart “predict, then optimize.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift Smart “predict, then optimize

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T20:42:53.937121Z

Source-reported events for the cited work

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

Observation 900555c6-483e-4c3b-b50b-0282d4298743 · outbound

This paper cites Resource central: Understanding and predicting work- loads for improved resource management in large cloud platforms,.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift Resource central: Understanding and predicting work- loads for improved resource management in large cloud platforms,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T20:42:53.952510Z

Source-reported events for the cited work

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

Observation f6347f4d-3347-4d18-8421-d76b852b212e · outbound

This paper cites Anomaly detection in the context of long-term cloud resource usage planning,.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift Anomaly detection in the context of long-term cloud resource usage planning,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T20:42:53.913073Z

Source-reported events for the cited work

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

Observation 0c9d2a5e-338d-4e4a-9565-4ebc1a8e7e8e · outbound

This paper cites Introduction to azure advisor,.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift Introduction to azure advisor,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T20:42:53.914737Z

Source-reported events for the cited work

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

Observation 4ca3bc2c-61c9-427e-a776-73cb63134cf6 · outbound

This paper cites Viewing ec2 instance recommendations,.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift Viewing ec2 instance recommendations,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T20:42:53.948591Z

Source-reported events for the cited work

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

Observation c34a8c33-4a0d-4b03-8b09-aea9f02edb34 · outbound

This paper cites A review of auto-scaling techniques for elastic applications in cloud environments,.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift A review of auto-scaling techniques for elastic applications in cloud environments,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T20:42:53.941136Z

Source-reported events for the cited work

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

Observation 20af7fa6-5237-40c5-bcfd-5f046b25cc8e · outbound

This paper cites an unresolved cited work.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-07-06T20:42:53.920246Z

Source-reported events for the cited work

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

Observation 67a669a9-8d75-439a-8576-6373b90ce28c · outbound

This paper cites Forecasting at scale.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift Forecasting at scale

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T20:42:53.935323Z

Source-reported events for the cited work

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

Observation ae2c66e6-bfb5-4e11-912d-e08e5b26c3c8 · outbound

This paper cites An efficient forecasting approach for resource utilization in cloud data center using cnn-lstm model,.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift An efficient forecasting approach for resource utilization in cloud data center using cnn-lstm model,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T20:42:53.939270Z

Source-reported events for the cited work

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

Observation 5ff2cc25-b66e-42bb-b0d0-9b9fc31713f5 · outbound

This paper cites TSMixer: An All-MLP Architecture for Time Series Forecasting.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift TSMixer: An All-MLP Architecture for Time Series Forecasting

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T10:15:43.958537Z

Source-reported events for the cited work

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

Observation 7caed2e9-3f8f-4ef4-a8d5-5a67e0000d7f · outbound

This paper cites Foundation models for time series analysis: A tutorial and survey.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift Foundation models for time series analysis: A tutorial and survey

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T20:42:53.954458Z

Source-reported events for the cited work

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

Observation 1199f192-d353-4367-a441-732063dd5c1a · outbound

This paper cites React: Synergizing reasoning and acting in language models.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift React: Synergizing reasoning and acting in language models

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T20:42:53.918325Z

Source-reported events for the cited work

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

Observation 587ac3ab-5879-47e2-bfbf-ddfb0fe40faa · outbound

This paper cites Qwen3.5: Accelerating productivity with native multimodal agents.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift Qwen3.5: Accelerating productivity with native multimodal agents

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T20:42:53.922080Z

Source-reported events for the cited work

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

Observation 04c5e801-1143-4db3-bbc0-714c3f819d9e · outbound

This paper cites A new look at the statistical model identification,.

CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift A new look at the statistical model identification,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T20:42:53.946463Z

Source-reported events for the cited work

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

Pith citing papers

Observation 2cd34246-6416-45a9-bdee-f9a18cb497ea · inbound

CENTILE: A Telemetry Foundation Model Evaluated by the Decisions It Drives cites this paper.

CENTILE: A Telemetry Foundation Model Evaluated by the Decisions It Drives CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-08-04T22:11:25.170785Z

Source-reported events for the cited work

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