Pith. sign in

Paper Citation Record · LEDGER

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case

As of 22 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2501.14619.

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

pith.paper-citation-record.v1
2501.14619 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:59:46.172885Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

29 of 29 outbound references displayed

  • verified exact2
  • verified fuzzy25
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 47194b48-7a74-4af5-b832-acacfa94c04d · outbound

This paper cites Under- standing o-ran: Architecture, interfaces, algorithms, security, and re- search challenges,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Under- standing o-ran: Architecture, interfaces, algorithms, security, and re- search challenges,

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T14:59:46.101143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:59:46.101143Z digest=sha256:2971c175667b0db4c6bfeafd2532d5d1fffc9eade3a3c29dffc44196cc75e539

Observation e78c31df-2f57-4ac3-ac7b-eb4caea59fcb · outbound

This paper cites Toward next generation open radio access networks: What o-ran can and cannot do!.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Toward next generation open radio access networks: What o-ran can and cannot do!

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.427366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.105401Z digest=sha256:adfd5a9119f492c9be89840084036e0205871dedee5eb4d9b10e76966d2abf94

Observation f0dc70da-a0ce-4ddb-8361-8ba7282bb805 · outbound

This paper cites Orchestran: Net- work automation through orchestrated intelligence in the open ran,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Orchestran: Net- work automation through orchestrated intelligence in the open ran,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.417616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.108141Z digest=sha256:e585f3be5cc57a230ee135e3048a37e8d72eb3fafec6127d96e31f860b0afec7

Observation 224a33ed-4b54-47f2-99b4-b1d4bcebd6a2 · outbound

This paper cites Supporting intelligence in disaggregated open radio access networks: Architectural principles, ai/ml workflow, and use cases,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Supporting intelligence in disaggregated open radio access networks: Architectural principles, ai/ml workflow, and use cases,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.408661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.110866Z digest=sha256:a8a87c7c5a7ecb5be2d667863d6ee07b513c1b05b0d59860d7b1437c6864540c

Observation 6483e42a-ce3a-49ea-9b80-a8e1c2c3a721 · outbound

This paper cites Intelligent mission critical services over beyond 5g networks: Control loop and proactive overload detection,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Intelligent mission critical services over beyond 5g networks: Control loop and proactive overload detection,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.400830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.114541Z digest=sha256:10679ca41f420aa4ba4f809143aec5da83009b353a5aaa6f6b0349102d528d54

Observation 22d13723-7291-4a7d-8abb-d4fd77d8dd9d · outbound

This paper cites Misconfig- uration in o-ran: Analysis of the impact of ai/ml,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Misconfig- uration in o-ran: Analysis of the impact of ai/ml,

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T14:59:46.117531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:59:46.117531Z digest=sha256:e521d2c209faa48cd684a908b39efeeb592fac859ff7b5ab63e248756bb4c495

Observation 4d1d0d34-19c3-4398-9d5a-f786903e25d8 · outbound

This paper cites Conflict mitigation framework and conflict detection in o-ran near-rt ric,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Conflict mitigation framework and conflict detection in o-ran near-rt ric,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.388786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.120933Z digest=sha256:8553ca84932936ffd06ca94cd51ad50d2b6a76725c227fa53214d1264c3e0c8b

Observation c5c2a262-5287-434d-b752-a90f3271a3cf · outbound

This paper cites O-ran working group 3 (near-real-time ran intelligent con- troller and e2 interface workgroup)(o-ran. wg3. ricarch-r003-v04. 00): Tech. rep.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case O-ran working group 3 (near-real-time ran intelligent con- troller and e2 interface workgroup)(o-ran. wg3. ricarch-r003-v04. 00): Tech. rep

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.379912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.123673Z digest=sha256:4a80487e1659c4c38c71f9d9867335cfd6b7c94c86088978e440adbb14a82e83

Observation ff2ac6db-9c47-400e-a057-7d47afa1466f · outbound

This paper cites Pre-emptive conflict detection architecture for o-ran service management and orchestration,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Pre-emptive conflict detection architecture for o-ran service management and orchestration,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.370179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.126439Z digest=sha256:1480bb56fe27afebcc8fc1ce3e5c0171076d30e86a59f37f0ee2fe2a7d681af7

Observation effdec7b-ae2c-43f6-af5f-d69653fe2d77 · outbound

This paper cites xApp-Level Conflict Mitigation in O-RAN, a Mobility Driven Energy Saving Case.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case xApp-Level Conflict Mitigation in O-RAN, a Mobility Driven Energy Saving Case

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-10T14:59:46.212575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.128805Z digest=sha256:d67f313da0c297fc6fa1bebdb6bc1f53bcdd067449189e4a6383f0a9fe08df6e

Observation 86b8bfb8-ec6f-45b0-b0cc-2dffff3c7157 · outbound

This paper cites Conflict management in the near-rt-ric of open ran: A game theoretic approach,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Conflict management in the near-rt-ric of open ran: A game theoretic approach,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.362372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.131800Z digest=sha256:39a612ff75c2d06e737f192493c49fac102dc1dd5bd2849ad544285540b19565

Observation d50519d2-b738-4d92-afc3-c67ed51c1caa · outbound

This paper cites Team learning-based re- source allocation for open radio access network (o-ran),.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Team learning-based re- source allocation for open radio access network (o-ran),

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.354674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.135534Z digest=sha256:20e3842ee9aa03aadecbfa2f1f23f73c147c4b77a12fc3d9a3d6c8b284cadf29

Observation 55a2cb35-e021-4174-9fab-e83b4d47adfd · outbound

This paper cites Towards closed-loop automation in 5g open ran: Coupling an open-source simulator with xapps,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Towards closed-loop automation in 5g open ran: Coupling an open-source simulator with xapps,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.347060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.138697Z digest=sha256:d80bbe77fe40c54f9e535a0919f8ee06db15adfbe6bfb22d10615c7003eb1541

Observation c8644e0a-796b-4e3f-907b-00b3e778a23d · outbound

This paper cites Digital twin for automated industrial optimization: Intelligent machine selection via process modelling,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Digital twin for automated industrial optimization: Intelligent machine selection via process modelling,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.338629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.140981Z digest=sha256:956033be2ab0c51cd4c9a500a18acd8dc62b1125edabe2ec0b2d5e8a51e8f238

Observation ab0aa91a-0aa0-47c4-8be2-bf55428ccb35 · outbound

This paper cites O-ran: Disrupting the virtual- ized ran ecosystem,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case O-ran: Disrupting the virtual- ized ran ecosystem,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.331026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.142838Z digest=sha256:53b13826c640042f6d2ee7086f9e81502dc89f95a981a206b7e1d6b4b4731158

Observation 1c20862d-1704-4c5f-ad80-ee2ad4c677d0 · outbound

This paper cites O-ran-enabled intelligent network slicing to meet service-level agreement (sla),.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case O-ran-enabled intelligent network slicing to meet service-level agreement (sla),

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.323029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.144718Z digest=sha256:87b1fcd34043c8a3596eeed2f8d2f0ace462777df78f9453d7de9049d168e81f

Observation 49546c4c-ff36-488f-8fca-336bf1f3d2a4 · outbound

This paper cites Demystifying resource allocation policies in operational 5g mmwave networks,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Demystifying resource allocation policies in operational 5g mmwave networks,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.314131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.146475Z digest=sha256:7fd47c219e51c274103f24d8e86cceaeae9d9c48402577b961ee7497d9dde953

Observation f86825ff-9f1f-45fc-9b77-d60002bd39b8 · outbound

This paper cites Multiverse at the edge: interacting real world and digital twins for wireless beamforming,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Multiverse at the edge: interacting real world and digital twins for wireless beamforming,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.307162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.148456Z digest=sha256:55a9602b725efbc72e9b9384919bc8b6e31a3dc3898c5abae93bec9fbf87f775

Observation 0ab53e98-0366-439a-8614-5e60a22fad2c · outbound

This paper cites Learning and Reconstructing Conflicts in O-RAN: A Graph Neural Network Approach.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Learning and Reconstructing Conflicts in O-RAN: A Graph Neural Network Approach

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-10T14:59:46.201989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.150573Z digest=sha256:1aa25236ab6b9a15db9493c7befb6b158c25b0d846bc6e4993fb3f57aa1b1548

Observation 935c8896-0ae6-4b33-8325-417107625b07 · outbound

This paper cites Learning to fulfill the user demands in 5g-enabled wireless networks through power allocation: A reinforcement learning approach,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Learning to fulfill the user demands in 5g-enabled wireless networks through power allocation: A reinforcement learning approach,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.299767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.152786Z digest=sha256:f3ba2d29d250794f243d751a49c82d1fec02b627490338e8074008120ebcdd9a

Observation edb74c9b-a9c2-4781-b3e6-30095c716d32 · outbound

This paper cites Joint energy-efficient and throughput- sufficient transmissions in 5g cells with deep q-learning,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Joint energy-efficient and throughput- sufficient transmissions in 5g cells with deep q-learning,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.290846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.154739Z digest=sha256:8052b2f6fa2da694d80c8a29b0584650c038aaebd6266b13d9cca54817b94838

Observation f75ce233-85a0-4f0c-aba7-e7d3fc2a7f13 · outbound

This paper cites Deep reinforcement learning for energy-efficient multi- channel transmissions in 5g cognitive hetnets: Centralized, decentralized and transfer learning based solutions,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Deep reinforcement learning for energy-efficient multi- channel transmissions in 5g cognitive hetnets: Centralized, decentralized and transfer learning based solutions,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.281835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.156636Z digest=sha256:dd0f2dbab0d66a38e465ea81e7c78e0e9cdaa13c5bf69405fb6e079f779fffc2

Observation ae21b0b3-86f2-4756-b6b1-180d4dd65bd3 · outbound

This paper cites Long-term throughput maxi- mization in wireless powered communication networks: A multi-task drl approach,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Long-term throughput maxi- mization in wireless powered communication networks: A multi-task drl approach,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.275034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.158403Z digest=sha256:56495b399ad348160a56f7b3d1e899f49537ade7b323dfe55163381c7f913be7

Observation d49c5189-dabc-4aba-8fd6-6e8500bb265e · outbound

This paper cites Sum rate maximization in iot networks with diversity-enhanced energy harvesting: A drl-guided approach,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Sum rate maximization in iot networks with diversity-enhanced energy harvesting: A drl-guided approach,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.264607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.160758Z digest=sha256:5cbcdfb6e09e0779f29142bf14f29dbf5ba2851bf6e0cb4f44c17a53e116a0e9

Observation f8fbf193-2342-4ede-befe-610493f20358 · outbound

This paper cites Digital twin for o-ran toward 6g,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Digital twin for o-ran toward 6g,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.255680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.163026Z digest=sha256:1332e5b539209049e0a64a5e91eaea6b58315ebe78b3d2e140929f72e9a271e9

Observation 8293731d-a715-4e1a-a514-8bfd434ba8be · outbound

This paper cites 3gpp standardized 5g channel model for iiot scenarios: A survey,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case 3gpp standardized 5g channel model for iiot scenarios: A survey,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.247697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.165362Z digest=sha256:9c07b0887bdc53fdb31bcdc68ba416a9f91ca208a3617a2f874f8c98ee935292

Observation fb89bf03-b04f-4fa0-9298-abcdab9a563c · outbound

This paper cites Study on channel model for frequencies from 0.5 to 100 ghz,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Study on channel model for frequencies from 0.5 to 100 ghz,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.239667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.167685Z digest=sha256:b00aeff8a2b375a42fdf36b502fa960c492debd47804263310b0a2d7425f9595

Observation 06367c67-478c-4c3a-a8e2-969c400435e2 · outbound

This paper cites Achieving energy efficiency in open radio access networks (oran) using xapps,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Achieving energy efficiency in open radio access networks (oran) using xapps,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.231486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.169977Z digest=sha256:6faa596a5da599a6b1ad32fb03ae2233a706e942e183238cabc7b7896489ec01

Observation 0f6c6558-deb9-4055-8686-acbaaff19bd9 · outbound

This paper cites Towards efficient conflict mitigation in the converged 6g open ran control plane,.

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case Towards efficient conflict mitigation in the converged 6g open ran control plane,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:59:46.221958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T14:59:46.172885Z digest=sha256:30b47e117263154ecf38a0683a8356c43be85902f42777731c75085b6a1b6c17

Pith citing papers

No inbound Pith citation observations are available.