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Paper Citation Record · LEDGER

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services

As of 10 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 1 inbound Pith citation observation for arXiv:2507.12908.

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

pith.paper-citation-record.v1
2507.12908 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:41:28.742329Z

measured 67 of 67 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 2026-07-12T17:27:02.115346Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

66 of 66 outbound references displayed

  • verified exact1
  • verified fuzzy3
  • unresolved61
  • parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 22fa1a8f-7750-4e76-b356-7c8a47e4b0e2 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 1

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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.

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Observation 8b075e97-d16c-4352-8535-c143bf2c16ad · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 2

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

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Observation 58d1dd67-b5a7-4103-800e-e2dca0572ca1 · outbound

This paper cites An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Reference 3

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Observation ea5f7d2e-906e-4b72-bb93-d38f9e373dd3 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 4

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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.

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Observation cafa16e2-138a-4a0f-a7fe-76e91bc810fb · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 5

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

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Observation 2ea596c9-6073-4ee3-8d70-a531b3befb17 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 6

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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.

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Observation d0e473b0-5800-4d0a-8170-06f06af9857c · outbound

This paper cites N-HiTS: Neural Hierarchical Interpolation for Time Series Forecasting.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services N-HiTS: Neural Hierarchical Interpolation for Time Series Forecasting

Reference 7

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Observation 60261926-a935-468c-badb-83a23b11fd6a · outbound

This paper cites Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Reference 8

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Observation caa4e79f-fe39-4d1c-b534-69b7b7153ae1 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 9

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Observation acaa335e-1e69-4399-9f78-2d9eed1a93ed · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 10

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Observation 2364e8b5-9c11-439f-9def-66e63e175db5 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 11

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

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Observation 47e6222b-fbd7-43f8-a4fb-ddb346d4b6f7 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 12

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Observation 1b7e2539-6b2d-4a2a-b051-fe7c05e842f4 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 13

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

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Observation 526dc5fb-a319-4d81-8011-11d3b5e03cf7 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 14

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

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Observation 0badc40d-c09c-49aa-bfe8-3d11c64b2212 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 15

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

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Observation d543fcd8-7c98-47e3-9e77-4a256f8867bc · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 16

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

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Observation 6124a08a-a16c-494c-aa7b-f51172723a44 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 17

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

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Observation cf5e3aab-5246-4979-8046-f9743dd43331 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 18

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Observation b0e36dad-d66b-4fd2-b090-612c3e0fe362 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Adam: A Method for Stochastic Optimization

Reference 19

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Observation b1a87ee7-fbcf-4828-b002-53017229d87d · outbound

This paper cites Reformer: The Efficient Transformer.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Reformer: The Efficient Transformer

Reference 20

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Observation 616e4f88-31ad-4019-8650-d6b92b198db8 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 21

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

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Observation 3d43bb2d-ca95-4037-8696-9eb1d5736719 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 22

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Observation c30befef-d626-4f71-a82a-0accbf4f1167 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 23

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

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Observation 561b6300-e9fb-468d-9abf-7b0e78045b45 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 24

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Observation 7ab57a8d-ebbc-46cb-b3ca-05224f900958 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 25

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

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Observation 7798759d-1cc3-46a9-a715-0602b57bd620 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 26

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

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Observation f69a353f-6f89-4899-8a39-ac66b9b3cec7 · outbound

This paper cites SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters

Reference 27

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Observation 308abe4b-a369-4501-865f-3fb67e70e277 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 28

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

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Observation 32298c1f-603e-49f3-8f05-beb128225dc1 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 29

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Observation 8d456b53-d237-497b-b105-724216347dd6 · outbound

This paper cites iTransformer: Inverted Transformers Are Effective for Time Series Forecasting.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services iTransformer: Inverted Transformers Are Effective for Time Series Forecasting

Reference 30

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Observation fecd4222-6966-4752-a32f-1b84200e70ba · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 31

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

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Observation 110975c0-10ab-4fec-b303-e93b2285e4ba · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 32

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This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 33

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Observation d5b4c2c8-12e1-426f-9d82-0ff81cce270c · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 34

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

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Observation b68f229c-e539-49aa-9aba-8aafbd6b6255 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 35

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

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Observation 234c28bc-cbd0-46a6-a2d4-6a42317db1fd · outbound

This paper cites N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services N-BEATS: Neural basis expansion analysis for interpretable time series forecasting

Reference 36

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Source-reported events for the cited work

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Observation 3f1c88b6-aa21-4d26-a231-d900aeb44659 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 37

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Source-reported events for the cited work

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Observation c36ad306-964c-4b7c-981d-64c37ed66c84 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 38

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Observation 39c4b602-5d6e-46ad-a5cf-39589d91dbeb · outbound

This paper cites Jensen, Zhenli Sheng, and Bin Yang.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Jensen, Zhenli Sheng, and Bin Yang

Reference 39

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Observation b40e534f-1414-4ad7-a6f2-95741d1ec325 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 40

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Observation 0a45ab41-e8a3-4640-a829-d6e62b668f9c · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 41

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Observation f22a66b1-2555-448b-b2f4-753ca057a054 · outbound

This paper cites workload forecasting and resource management models based on machine learning for cloud computing environments.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services workload forecasting and resource management models based on machine learning for cloud computing environments

Reference 42

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Observation 231e7d29-712b-4b3e-a744-c09b8684071d · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 43

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Observation 170d4ba5-7875-4d68-8542-5358108e2ffb · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 44

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Observation 90d2fb0f-eb49-43b6-8ea1-1f0d664316fc · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 45

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

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Observation 28168d99-2b1c-4986-b00b-f17fa1556282 · outbound

This paper cites Sundararajan.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Sundararajan

Reference 46

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

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Observation 471e7678-ccdf-4060-8592-7aa29d319dfa · outbound

This paper cites 2018.Energy efficient dynamic virtual machine allocation with CPU usage prediction in cloud datacenters.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services 2018.Energy efficient dynamic virtual machine allocation with CPU usage prediction in cloud datacenters

Reference 47

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Observation f1a4a505-0f54-4a97-8859-0104e4ef0545 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 48

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source=pdf_text observed=2026-08-06T16:41:27.682276Z digest=sha256:abd8d611b34ba0453de612f203b4de40761f06a32d399c9b48a9f84bddfb0191

Observation cd39a3e7-7f2c-47c7-a412-f0da19850341 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 49

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Observation 47a38736-eba4-4652-90ff-e109334792ae · outbound

This paper cites ETSformer: Exponential Smoothing Transformers for Time-series Forecasting.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services ETSformer: Exponential Smoothing Transformers for Time-series Forecasting

Reference 50

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Observation 0a628b07-7de0-482e-bd32-4312a4487c3c · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 51

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Observation ef550f75-cf15-4cf0-a7c5-63a25741cd1c · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 52

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Observation 33721db2-e4f9-44a0-beb1-b55ee71b3fdc · outbound

This paper cites FITS: Modeling Time Series with $10k$ Parameters.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services FITS: Modeling Time Series with $10k$ Parameters

Reference 53

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Observation 5bbe2e5a-1fc4-468b-b41b-12bf72d0f9b5 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 54

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Observation 9d3a8a26-f983-4424-bb86-05ec004af735 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 55

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Observation fedd457c-6faa-42b2-9ce0-f001fec8c754 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 56

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Observation e539bf71-f8cf-4250-85dc-e06b38106a07 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 57

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source=pdf_text observed=2026-08-06T16:41:28.377807Z digest=sha256:ebad0e114671beda538e06d99690999a329273af414f758b9ed27f275b89716e

Observation c418139e-d364-4c67-b308-9f5f529d0420 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 58

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Observation 0156e1fc-3cd6-4f70-8009-3ce1f64eecde · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-06T16:41:28.487426Z digest=sha256:a726628de2851286322576058fa658defa527a24624bafa2d97af069820c9321

Observation 26d1a775-0b4d-4665-b0e9-5d5c3c1834d4 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 60

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

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Observation 6f6ed7f2-4bb0-4ce9-9045-cb6b0e481659 · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 61

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source=pdf_text observed=2026-08-06T16:41:28.672578Z digest=sha256:e67e44817f5ae82ff174a3d7f36f92ca741a0c0dc353dd82e54c6e19798622a1

Observation 621d21df-c979-4484-8ab0-294065866c24 · outbound

This paper cites In2013 IEEE Sixth International Conference on Cloud Computing.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services In2013 IEEE Sixth International Conference on Cloud Computing

Reference 2013

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raw_fallback, observed 2026-08-06T16:41:30.463227Z

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.

source=pdf_text observed=2026-08-06T16:41:28.192005Z digest=sha256:ff014e65c0aad07a7a022f3faaaa36408144326172289b55195171731eca2354

Observation e74a6567-58d5-4a32-98d4-2b2356231c4a · outbound

This paper cites an unresolved cited work.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services Unresolved cited work

Reference 2018

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raw_fallback, observed 2026-08-06T16:41:34.908339Z

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.

source=pdf_text observed=2026-08-06T16:41:24.996487Z digest=sha256:a4ced864799c14c6bab7c2ff731aa3057c320accf59c4c651c8559676b4f40b4

Observation 68eecf8c-eb67-4940-91dd-e41c448e5e83 · outbound

This paper cites InInternational Conference on Machine Learning.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services InInternational Conference on Machine Learning

Reference 2022

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raw_fallback, observed 2026-08-06T16:41:29.671692Z

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.

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Observation 77a07229-8dda-4bf6-a321-4773a35b0580 · outbound

This paper cites InThe eleventh international conference on learning representations.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services InThe eleventh international conference on learning representations

Reference 2023

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:41:27.820013Z digest=sha256:20725b4c709a1cbc0f68bf6c53b74b4322b75d3321a8ac3b259a83c7dfa85269

Observation cddb10ba-6e61-4712-a1df-10640b4f598b · outbound

This paper cites VLDB Endow.17, 9 (2024), 2363–2377.

Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services VLDB Endow.17, 9 (2024), 2363–2377

Reference 2024

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no resolver link, observed 2026-08-06T16:41:26.953802Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T16:41:26.953802Z digest=sha256:063ff202c2f60998aa5d5f1aa1f3aaba0fa3a89e752c952f8bfa3a94dae34f61

Pith citing papers

Observation 3553ce49-0dec-49c6-abd4-9191c8d9e5d0 · inbound

SWIFT: Spatio-temporal Wavelet Integrated Forecasting Framework for Workload Traces cites this paper.

SWIFT: Spatio-temporal Wavelet Integrated Forecasting Framework for Workload Traces Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services

Reference 21

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no resolver link, observed 2026-07-12T17:27:02.115346Z

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source=arxiv_source observed=2026-07-12T17:27:02.115346Z digest=sha256:fff6a6cb6572868c3376828b08c1608cbbda291367af4832ed253878127c5207