Paper Citation Record · LEDGER

SpikeLogBERT: Energy-Efficient Log Parsing Using Spiking Transformer Networks

As of 9 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2606.31781.

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

pith.paper-citation-record.v1
2606.31781 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-01T06:18:36.409752Z

measured 18 of 18 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

18 of 18 outbound references displayed

verified exact1
verified fuzzy15
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fb7518d0-08d4-4bac-864c-0b20c6dfd852 · outbound

This paper cites Loghub: A large collection of system log datasets for ai-driven log analytics.

SpikeLogBERT: Energy-Efficient Log Parsing Using Spiking Transformer Networks Loghub: A large collection of system log datasets for ai-driven log analytics

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T18:42:50.192516Z

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 8269fdca-d922-401a-9c8e-dd725072cc51 · outbound

This paper cites Clustering event logs using iterative partitioning,.

SpikeLogBERT: Energy-Efficient Log Parsing Using Spiking Transformer Networks Clustering event logs using iterative partitioning,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T18:42:50.190453Z

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 f1b02911-b080-49b5-9b6a-6e0fdcf9476d · outbound

This paper cites Spell: Streaming parsing of system event logs,.

SpikeLogBERT: Energy-Efficient Log Parsing Using Spiking Transformer Networks Spell: Streaming parsing of system event logs,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T18:42:50.194776Z

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 3da8ec7e-7201-4807-b2d4-33712523cb00 · outbound

This paper cites Drain: An online log parsing approach with fixed depth tree.

SpikeLogBERT: Energy-Efficient Log Parsing Using Spiking Transformer Networks Drain: An online log parsing approach with fixed depth tree

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T18:42:50.196865Z

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 90e0400e-bef5-4d84-9b61-0efe260db35b · outbound

This paper cites Self-supervised log parsing,.

SpikeLogBERT: Energy-Efficient Log Parsing Using Spiking Transformer Networks Self-supervised log parsing,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T18:42:50.200712Z

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 c4c259cc-0a84-4b55-bca9-1e0fd50a7aea · outbound

This paper cites Uniparser: A unified log parser for heterogeneous log data,.

SpikeLogBERT: Energy-Efficient Log Parsing Using Spiking Transformer Networks Uniparser: A unified log parser for heterogeneous log data,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T18:42:50.182518Z

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 e488e059-9d74-4391-935c-19471f8374e7 · outbound

This paper cites Log parsing with prompt-based few-shot learning,.

SpikeLogBERT: Energy-Efficient Log Parsing Using Spiking Transformer Networks Log parsing with prompt-based few-shot learning,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T18:42:50.188601Z

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 27b3b3b8-50bb-4b4f-bc75-8f3282257359 · outbound

This paper cites Divlog: Log parsing with prompt enhanced in-context learning,.

SpikeLogBERT: Energy-Efficient Log Parsing Using Spiking Transformer Networks Divlog: Log parsing with prompt enhanced in-context learning,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T18:42:50.176082Z

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 7c533e7e-0a52-49d5-b3ba-24680da17855 · outbound

This paper cites Spike- driven transformer,.

SpikeLogBERT: Energy-Efficient Log Parsing Using Spiking Transformer Networks Spike- driven transformer,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T18:42:50.180205Z

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 49326cee-5b82-45b3-806e-caa2ab1050be · outbound

This paper cites Spikebert: A language spikformer learned from bert with knowledge distillation,.

SpikeLogBERT: Energy-Efficient Log Parsing Using Spiking Transformer Networks Spikebert: A language spikformer learned from bert with knowledge distillation,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T18:42:50.172448Z

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 67ec51e6-329e-4de0-b66b-92d0170fe2e6 · outbound

This paper cites SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks.

SpikeLogBERT: Energy-Efficient Log Parsing Using Spiking Transformer Networks SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T09:45:39.803200Z

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 5fa81069-b10c-453a-9111-4d9176dea6b0 · outbound

This paper cites Spikingbert: Distilling bert to train spiking language models using implicit differentiation,.

SpikeLogBERT: Energy-Efficient Log Parsing Using Spiking Transformer Networks Spikingbert: Distilling bert to train spiking language models using implicit differentiation,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T18:42:50.174273Z

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 516c5270-e7e8-4be9-b92f-6473868eec00 · outbound

This paper cites an unresolved cited work.

SpikeLogBERT: Energy-Efficient Log Parsing Using Spiking Transformer Networks Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-07-06T18:42:50.178489Z

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 b88dfb9f-353f-4528-acc5-64aa77653068 · outbound

This paper cites Ai-powered edge-based safety monitoring system for power transmission corridors: A case study in vietnam,.

SpikeLogBERT: Energy-Efficient Log Parsing Using Spiking Transformer Networks Ai-powered edge-based safety monitoring system for power transmission corridors: A case study in vietnam,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T18:42:50.186613Z

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 5f99a19f-6fbd-4679-8ed3-d755bef2bc30 · outbound

This paper cites Lightweight signal processing and edge ai for real- time anomaly detection in iot sensor networks,.

SpikeLogBERT: Energy-Efficient Log Parsing Using Spiking Transformer Networks Lightweight signal processing and edge ai for real- time anomaly detection in iot sensor networks,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T18:42:50.184615Z

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 aa5d77af-798e-4aed-bcbe-dc2d47f2d95e · outbound

This paper cites Star: A privacy-preserving, energy-efficient edge ai framework for human activity recognition via wi-fi csi in mobile and pervasive computing environments,.

SpikeLogBERT: Energy-Efficient Log Parsing Using Spiking Transformer Networks Star: A privacy-preserving, energy-efficient edge ai framework for human activity recognition via wi-fi csi in mobile and pervasive computing environments,

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-01T09:45:39.800555Z

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 c9d55104-f83e-4467-89bb-9335a9f65a02 · outbound

This paper cites Attention spiking neural networks,.

SpikeLogBERT: Energy-Efficient Log Parsing Using Spiking Transformer Networks Attention spiking neural networks,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T18:42:50.198968Z

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 670309d0-b039-4831-a670-766fe67e285f · outbound

This paper cites 1.1 computing’s energy problem (and what we can do about it).

SpikeLogBERT: Energy-Efficient Log Parsing Using Spiking Transformer Networks 1.1 computing’s energy problem (and what we can do about it)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T18:42:50.202606Z

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

No inbound Pith citation observations are available.