Paper Citation Record · LEDGER

Exploring Block Anomaly Detection In HDFS Log Data Analysis

As of 10 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2607.29383.

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

pith.paper-citation-record.v1
2607.29383 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T08:06:41.307888Z

measured 48 of 48 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 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

48 of 48 outbound references displayed

verified exact1
verified fuzzy0
unresolved46
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8099bd04-c97e-41be-9b07-e7ded3c2150b · outbound

This paper cites an unresolved cited work.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:37.406426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92a99baf-9815-421a-baab-302c6f2532cc · outbound

This paper cites 1.3 Research Questions.

Exploring Block Anomaly Detection In HDFS Log Data Analysis 1.3 Research Questions

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:37.468475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35c87012-c4d3-4e00-a053-b0cf943fb29b · outbound

This paper cites an unresolved cited work.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:37.579017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35157341-bb48-4718-bf4d-1e9555d18bc2 · outbound

This paper cites an unresolved cited work.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:37.683349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a876288-ab1c-4647-b927-d3bf0cb7483f · outbound

This paper cites an unresolved cited work.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:37.793369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8dd8a8a-3fc8-4402-9259-7d1c98daada3 · outbound

This paper cites To build an effective anomaly detection system, it is essential to first study the existing models and techniques used for anomaly detection in HDFS logs or similar environments.

Exploring Block Anomaly Detection In HDFS Log Data Analysis To build an effective anomaly detection system, it is essential to first study the existing models and techniques used for anomaly detection in HDFS logs or similar environments

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:37.883981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c43a5193-f63d-4813-b169-e012774027f5 · outbound

This paper cites The steps like data normalization, handling missing values, and noise reduction are crucial for ensuring that the models receive clean and meaningful input.

Exploring Block Anomaly Detection In HDFS Log Data Analysis The steps like data normalization, handling missing values, and noise reduction are crucial for ensuring that the models receive clean and meaningful input

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:37.946630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b78cf174-6b29-43c6-8c2e-261c49d9c76f · outbound

This paper cites an unresolved cited work.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:38.058720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b50382e-cd92-4407-8383-13a5cec8e912 · outbound

This paper cites By comparing the two models, it aims to evaluate their effectiveness in identifying rare anomalies.

Exploring Block Anomaly Detection In HDFS Log Data Analysis By comparing the two models, it aims to evaluate their effectiveness in identifying rare anomalies

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:38.178393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35240e63-fbb4-419d-b1b8-62f6ba9fc5d0 · outbound

This paper cites an unresolved cited work.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:38.322906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f64a0314-9b4d-4e7f-991b-1dfe6cd9b5c8 · outbound

This paper cites 3.3.3 Log Parsing Based on Zhu, et al (2023) research[28], HDFS log events can be summarized into a log template.

Exploring Block Anomaly Detection In HDFS Log Data Analysis 3.3.3 Log Parsing Based on Zhu, et al (2023) research[28], HDFS log events can be summarized into a log template

Reference 11

Resolution: malformed identifier; no resolver link, observed 2026-08-03T08:06:38.434040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f312cef5-a14f-407d-a916-3b4e0a4d2568 · outbound

This paper cites When HDFS detection system monitors the status of blocks, it can’t provide the prediction result instantly.

Exploring Block Anomaly Detection In HDFS Log Data Analysis When HDFS detection system monitors the status of blocks, it can’t provide the prediction result instantly

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:38.549946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45b444d6-9a80-4b19-b1f8-53b4afaa52a9 · outbound

This paper cites But given that HDFS operations are quite frequent, log events will generate quite frequently, the workflow doesn’t design big data framework to process massive real-time log events.

Exploring Block Anomaly Detection In HDFS Log Data Analysis But given that HDFS operations are quite frequent, log events will generate quite frequently, the workflow doesn’t design big data framework to process massive real-time log events

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:38.646391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 352b2aea-cad5-41f7-a3e3-8705c55a9173 · outbound

This paper cites an unresolved cited work.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:38.752225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f6ff66b-a069-463e-86b2-2bdddd7c8acb · outbound

This paper cites an unresolved cited work.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:38.893765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 267b86ff-96fd-44fe-81bc-99b8661fc8e8 · outbound

This paper cites Big Data, Big Impact: New Possibilities for International Development.https://www3.weforum.org/docs/WEF_TC_MFS_BigDataBigImpact_Brie fing_2012.pdf.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Big Data, Big Impact: New Possibilities for International Development.https://www3.weforum.org/docs/WEF_TC_MFS_BigDataBigImpact_Brie fing_2012.pdf

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:39.018828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d7f875a-a0f1-478a-a8d1-7bd6985d386c · outbound

This paper cites (2013, May).

Exploring Block Anomaly Detection In HDFS Log Data Analysis (2013, May)

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:39.126848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adc62a9a-6040-4749-a803-dbb0eac27fb7 · outbound

This paper cites F., & Gupta, N.

Exploring Block Anomaly Detection In HDFS Log Data Analysis F., & Gupta, N

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:39.236990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6baa996-c1dc-48f0-9feb-4647247d08ec · outbound

This paper cites an unresolved cited work.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:39.291699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04b10b52-125f-4270-8127-37d9bcc2c963 · outbound

This paper cites (2010, May).

Exploring Block Anomaly Detection In HDFS Log Data Analysis (2010, May)

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:39.403290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a494678c-c79b-48d9-8dab-f4daf46010db · outbound

This paper cites HDFS Architecture - Introduction.https://hadoop.apache.org/docs/stable/hadoop-project-dist/hadoop- hdfs/HdfsDesign.html.

Exploring Block Anomaly Detection In HDFS Log Data Analysis HDFS Architecture - Introduction.https://hadoop.apache.org/docs/stable/hadoop-project-dist/hadoop- hdfs/HdfsDesign.html

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:39.560410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5ebda31-47ad-4046-b3fa-5d2746f2c322 · outbound

This paper cites an unresolved cited work.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:39.695383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab52ce5c-12d3-4c3a-86bb-d04305bd5620 · outbound

This paper cites A Comprehensive Survey of Logging in Software: From Logging Statements Automation to Log Mining and Analysis.

Exploring Block Anomaly Detection In HDFS Log Data Analysis A Comprehensive Survey of Logging in Software: From Logging Statements Automation to Log Mining and Analysis

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:39.777948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 885aad0c-27d2-4dc9-a573-e3dcd4f6b419 · outbound

This paper cites an unresolved cited work.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:39.942183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0f83c45-96e3-4a49-a81e-b157e670169f · outbound

This paper cites Apache TEZ Overview Introduction.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Apache TEZ Overview Introduction

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:40.077125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af005e33-4938-446f-be85-b109c494fb15 · outbound

This paper cites AN EXPLORATORY SURVEY OF HADOOP LOG ANALYSIS TOOLS.

Exploring Block Anomaly Detection In HDFS Log Data Analysis AN EXPLORATORY SURVEY OF HADOOP LOG ANALYSIS TOOLS

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:40.171577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 747a772d-4403-4bf9-ba8a-8f666e0fb4a2 · outbound

This paper cites an unresolved cited work.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:40.232546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0cc9a8b-f722-4866-8e21-44f17f4d0d3e · outbound

This paper cites (2019, July).

Exploring Block Anomaly Detection In HDFS Log Data Analysis (2019, July)

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:40.285985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation debb359f-7988-4c98-bf97-3378d89e4a9a · outbound

This paper cites (2021, May).

Exploring Block Anomaly Detection In HDFS Log Data Analysis (2021, May)

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:40.343024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5bf3752-d92a-4546-813a-fdc1693ed1d9 · outbound

This paper cites J., Le, Y., Du, Y., Liao, X.,.

Exploring Block Anomaly Detection In HDFS Log Data Analysis J., Le, Y., Du, Y., Liao, X.,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:40.373961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5ef18ee-bf36-4cb4-9333-0216393c57d3 · outbound

This paper cites (2021, July).

Exploring Block Anomaly Detection In HDFS Log Data Analysis (2021, July)

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:40.435015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7db07ec9-8d8f-47f9-979f-3db7f337e92b · outbound

This paper cites (2022, July).

Exploring Block Anomaly Detection In HDFS Log Data Analysis (2022, July)

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:40.494108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f490421-cac5-45ba-8f3f-343cd2d35ab0 · outbound

This paper cites an unresolved cited work.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:40.536283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90e7fccd-23d6-4930-a435-29f86cc0419f · outbound

This paper cites an unresolved cited work.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:40.594284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d25296a-f376-4041-ab8a-6dcb1a1512dc · outbound

This paper cites K., Luo, W., & Liu, S.

Exploring Block Anomaly Detection In HDFS Log Data Analysis K., Luo, W., & Liu, S

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:40.645324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0375ba9f-a11c-4484-ba5a-bc3eee55b8b4 · outbound

This paper cites Deep Learning-based Anomaly Detection and Log Analysis for Computer Networks.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Deep Learning-based Anomaly Detection and Log Analysis for Computer Networks

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:40.702749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02b41498-21a4-4675-8ce7-3fd4eceba51e · outbound

This paper cites İ., Özelgül, S.

Exploring Block Anomaly Detection In HDFS Log Data Analysis İ., Özelgül, S

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:40.736765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79a14938-781d-41fb-b9e8-52f172f70692 · outbound

This paper cites an unresolved cited work.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:40.788817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f699b11-8a97-4adf-85f6-cbb483fd4505 · outbound

This paper cites (2017, October).

Exploring Block Anomaly Detection In HDFS Log Data Analysis (2017, October)

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:40.837904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 110a29f3-fe6d-4d99-9e52-ae815b8c67ca · outbound

This paper cites Kafka documentation.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Kafka documentation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:40.889075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9f0e495-3faf-47c6-8177-290af6521e71 · outbound

This paper cites an unresolved cited work.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Unresolved cited work

Reference 41

Resolution: verified exact; doi, observed 2026-08-03T08:08:23.534971Z

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 66089f21-d901-436f-a639-772130c9bc39 · outbound

This paper cites an unresolved cited work.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:40.996310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44a5a500-b1f4-40d2-8255-76881f207961 · outbound

This paper cites an unresolved cited work.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:41.048464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 657fa196-4867-41a7-a5a2-effa722d27f6 · outbound

This paper cites MTEB: Massive Text Embedding Benchmark.

Exploring Block Anomaly Detection In HDFS Log Data Analysis MTEB: Massive Text Embedding Benchmark

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:41.096682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb9a9f2f-e396-474c-85fe-5aef20544b8e · outbound

This paper cites Linq-Embed-Mistral Technical Report.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Linq-Embed-Mistral Technical Report

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:41.152527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26b078ce-94c2-41f7-9b48-d2e99247b172 · outbound

This paper cites Improving Text Embeddings with Large Language Models.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Improving Text Embeddings with Large Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:41.215490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d23610f0-f5ab-4999-8145-8bcc3d2d5332 · outbound

This paper cites Mistral 7B.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Mistral 7B

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:41.255147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b301fad9-11c4-4429-a3f0-25088bf5934f · outbound

This paper cites an unresolved cited work.

Exploring Block Anomaly Detection In HDFS Log Data Analysis Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-03T08:06:41.307888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.