Paper Citation Record · LEDGER

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning

As of 13 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2411.14759.

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

pith.paper-citation-record.v1
2411.14759 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:58:22.147876Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

34 of 34 outbound references displayed

verified exact0
verified fuzzy32
unresolved2
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ac0beaa6-3e4f-4c7e-a743-f3ca9a9e1bce · outbound

This paper cites Optimizing data storage in cloud computing: techniques and best practices.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Optimizing data storage in cloud computing: techniques and best practices

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:24.097477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 35f5cf17-be64-49e6-9e80-30d58cdb409b · outbound

This paper cites Hdfs optimization strategy based on hierarchical storage of hot and cold data.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Hdfs optimization strategy based on hierarchical storage of hot and cold data

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:24.070370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8c022ef0-086a-42e0-89ad-2a97ebd73fcd · outbound

This paper cites Energy efficiency and renewable energy integration in data centres.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Energy efficiency and renewable energy integration in data centres

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:23.838190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5cc3dc30-7b68-46ff-a3f1-4587f290f26c · outbound

This paper cites a critical analysis of the challenges and opportunities to optimize storage costs for big data in the cloud.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning a critical analysis of the challenges and opportunities to optimize storage costs for big data in the cloud

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:23.813421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation aa7e0450-2530-41bc-a821-eec4fb510d3f · outbound

This paper cites Personalized multimedia content retrieval through relevance feedback techniques for enhanced user experience.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Personalized multimedia content retrieval through relevance feedback techniques for enhanced user experience

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:23.787594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 29d2d086-466e-448b-bfda-5eed7e595b58 · outbound

This paper cites Chi-bd: A fuzzy rule-based classification system for big data classification problems.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Chi-bd: A fuzzy rule-based classification system for big data classification problems

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:23.750097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 15c56065-8abf-4eaa-8e1b-63c1e95a5fbe · outbound

This paper cites Adaptive learning for dynamic environments: A comparative approach.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Adaptive learning for dynamic environments: A comparative approach

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:23.617299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5bb77eb0-689e-4703-9243-e0d9572b5bc1 · outbound

This paper cites Predicting frequent-infrequent access of objects in tiered cloud storage services.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Predicting frequent-infrequent access of objects in tiered cloud storage services

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:23.516324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f122e0cd-a1c3-4d07-a394-912185cf1cb9 · outbound

This paper cites Data heat prediction in storage systems using behavior specific prediction models.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Data heat prediction in storage systems using behavior specific prediction models

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:23.491597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 62bd3753-6dd3-48f0-a398-8659b04e6671 · outbound

This paper cites A novel automated cloud storage tiering system through hot-cold data classification.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning A novel automated cloud storage tiering system through hot-cold data classification

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:23.936594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 257efb41-4263-4c74-816a-9ef734cfe2ef · outbound

This paper cites An efficient hot-cold data separation garbage collection algorithm based on logical interval in nand flash-based consumer electronics.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning An efficient hot-cold data separation garbage collection algorithm based on logical interval in nand flash-based consumer electronics

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:23.464007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 38706402-8941-4d46-a086-49587771701e · outbound

This paper cites Streaming machine learning for supporting data prefetching in modern data storage systems.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Streaming machine learning for supporting data prefetching in modern data storage systems

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:23.436734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5b0a1b39-e21e-4f71-9659-eefb65d7a5aa · outbound

This paper cites A novel hot-cold data identification mechanism based on multidimensional data.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning A novel hot-cold data identification mechanism based on multidimensional data

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:23.380595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ba8000ee-313e-4e05-9819-bc7abf885068 · outbound

This paper cites A hierarchical storage mechanism for hot and cold data based on temperature model.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning A hierarchical storage mechanism for hot and cold data based on temperature model

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:23.292068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5c2914e2-e64c-4601-a248-a0296c3bab56 · outbound

This paper cites A survey on ai for storage.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning A survey on ai for storage

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:23.176183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation deacf7c0-487f-4378-b91a-4334698cb32e · outbound

This paper cites Keep hot or go cold: A randomized online migration algorithm for cost optimization in staas clouds.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Keep hot or go cold: A randomized online migration algorithm for cost optimization in staas clouds

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:23.142116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d76533cf-a1aa-481f-920e-0c0890e2abbc · outbound

This paper cites Data heat prediction in storage systems using behavior specific prediction models.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Data heat prediction in storage systems using behavior specific prediction models

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:23.115955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e3b6e878-fb2f-49f1-9977-49b74a881b22 · outbound

This paper cites Predicting frequent-infrequent access of objects in tiered cloud storage services.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Predicting frequent-infrequent access of objects in tiered cloud storage services

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:23.087098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 140b39b4-a564-419b-ac96-06ce2cce7926 · outbound

This paper cites Online learning: A comprehensive survey.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Online learning: A comprehensive survey

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:23.058314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0f8741e5-fc81-408f-9f5c-e15b8ceedd85 · outbound

This paper cites Streaming machine learning for supporting data prefetching in modern data storage systems.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Streaming machine learning for supporting data prefetching in modern data storage systems

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:22.975006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6c95eb81-f099-4ed2-9b9e-6bfcb9d7fa2e · outbound

This paper cites Modified lru policies for improving second-level cache behavior.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Modified lru policies for improving second-level cache behavior

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:22.872174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7b689908-483a-49a6-8d85-08e9ae4b3bfe · outbound

This paper cites Practical lfu implementation for web caching.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Practical lfu implementation for web caching

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:22.849180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 99a28387-cb99-4792-983c-f6f5e7844cca · outbound

This paper cites Hybrid caching strategy for streaming media files.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Hybrid caching strategy for streaming media files

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:22.824303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 27cf279d-5f2b-44fb-a0b5-b97330c3a172 · outbound

This paper cites Self-learning hot data prediction: Where echo state network meets nand flash memories.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Self-learning hot data prediction: Where echo state network meets nand flash memories

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:22.793156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c0f4437e-bf7f-4123-8baf-4156564f7804 · outbound

This paper cites A reinforcement learning framework for online data migration in hierarchical storage systems.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning A reinforcement learning framework for online data migration in hierarchical storage systems

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:22.762582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 72ec2b72-50d0-4e8c-b013-c3d18a2db843 · outbound

This paper cites Learning under concept drift: A review.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Learning under concept drift: A review

Reference 27

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Source-reported events for the cited work

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Observation 644ef864-e7da-49ad-aca2-ab78a2063742 · outbound

This paper cites A survey on concept drift adaptation.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning A survey on concept drift adaptation

Reference 28

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Source-reported events for the cited work

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Observation 0edc3071-abc3-4607-b915-3df94271bb8b · outbound

This paper cites Characterizing concept drift.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Characterizing concept drift

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:22.668193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b87617a6-b694-443b-b270-3269daea8274 · outbound

This paper cites Towards cloud storage tier optimization with rule-based classification.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Towards cloud storage tier optimization with rule-based classification

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:22.574426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4fa4847f-df6d-4037-9bdb-b458d800148a · outbound

This paper cites Real-time anomaly detection in data centers for log-based predictive maintenance using an evolving fuzzy-rule-based approach.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Real-time anomaly detection in data centers for log-based predictive maintenance using an evolving fuzzy-rule-based approach

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:22.460944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f226febb-49fd-4e32-8466-b853436e9a16 · outbound

This paper cites Reinforcement learning-assisted management for convertible ssds.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Reinforcement learning-assisted management for convertible ssds

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:22.430086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5f440ea1-fe23-4a50-a2a1-188c2b733792 · outbound

This paper cites Sibyl: Adaptive and extensible data placement in hybrid storage systems using online reinforcement learning.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Sibyl: Adaptive and extensible data placement in hybrid storage systems using online reinforcement learning

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:22.408210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a6790479-b66e-4bab-8ef3-47121e7f0af5 · outbound

This paper cites Parallel algorithms and architectures for rule-based systems.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Parallel algorithms and architectures for rule-based systems

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:22.373407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 122c4641-9ca6-4c61-888a-d8c785530347 · outbound

This paper cites Micro-armed bandit: lightweight & reusable reinforcement learning for microarchitecture decision-making.

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning Micro-armed bandit: lightweight & reusable reinforcement learning for microarchitecture decision-making

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:58:22.269844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.