Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T21:40:26.936923Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2412.04232.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T21:40:26.936923Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
49 of 49 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9fc4d8ba-1a62-4707-b323-bc06704c48fb · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda A survey of scheduling in 5g urllc and outlook for emerging 6g systems,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 72ce2735-ad86-459a-83b7-95dfaa8badbf · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Autonomous networks with multi-layer, intent-based operation,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9106dc32-e8c0-4ff1-9943-1a20860b1e45 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda An intent-driven orchestration of cognitive autonomous networks for ran management,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1a18e4f5-9f97-4eae-b5bf-f1301b2fdf8b · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Intent-driven autonomous network and service management in future cellular networks: A struc- tured literature review,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 23741bb6-a84a-40ef-8811-64bf965c3fce · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Understanding O-RAN: Architecture, Interfaces, Algorithms, Security, and Research Challenges
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54f76dcb-dfa1-4cba-b2c8-422be6f85521 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2c11c73d-f5ee-4a56-9684-febe3de73c55 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 56c73632-c11d-49ae-af5f-8d433a748c09 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e7dde290-c56c-44d1-a997-476d4ff782ff · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda A genetic scheduling strategy with spatial reuse for dense wireless networks,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation badc5f84-4f5e-404f-9549-ac04172508ae · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Decentralized intent-driven coordination of multi-domain ip-optical networks,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2d56b509-728e-4f7d-ab36-167f6de87c2c · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Meta-scheduling framework with cooperative learning toward beyond 5g,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8b06cf67-5f89-4d17-b581-7a195173beb4 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Active inference on the edge: A design study,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 57844a5b-e3f0-4527-b044-e83e490f9764 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Deepslos for the computing continuum,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 923068e2-a703-4f06-9ec8-79a4d97339c1 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Pearl, M
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26864a04-382b-487b-9208-119031e58d33 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Intent-driven intelligent control and orchestration in o-ran via hierarchical reinforcement learn- ing,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b7c1a965-6f66-4842-8557-d2b709c403bf · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Federated Meta-Learning for Traffic Steering in O-RAN
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation dd13aa48-2069-40f0-9fec-9bd4a80dbb88 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b8b70746-092f-4500-96df-a2a9b53d7311 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda I2bn: Intelligent intent based networks,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 16e1c6a4-deae-4e98-ad81-f40207e75c33 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 848f1f82-8b06-411a-8dfb-eecef6e6f4cd · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda CONRAD: cognitive intent driven 5g network slice planning and design,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f1d0a92-297b-41a7-b5fb-cdbce9d24734 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Network Intent Decomposition and Optimization for Energy-Aware Radio Access Network
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6d0206fc-f8c4-4758-8b5e-537188162604 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Intent-driven closed-loop control and management frame- work for 6g open ran,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1f9eb9f4-2e68-40dd-be7b-8473931172d8 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Decomposition and propagation of intents for network slice design,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6b4bf9ac-7c21-484b-b15f-e56a835abd45 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4d2478ec-1b13-4e4a-80c3-fe3813fef870 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 283e1893-1e50-4891-96fe-3b27e4437327 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Multi- agent online optimization with delays: Asynchronicity, adaptivity, and optimism,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3d4a0ad7-fd51-4474-bb7e-0031e51e8c68 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Adaptive6g: Adaptive resource man- agement for network slicing architectures in current 5g and future 6g systems,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1caa615f-7818-4791-8ee7-97e0b3751767 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Towards efficient conflict mitigation in the converged 6g open ran control plane,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46988584-c294-4d7c-acd8-fc608b4102b1 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Scheduling Optimization of Heterogeneous Services by Resolving Conflicts
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c1866841-2591-4caa-a625-fc758f34c428 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Qos aware resource allocation for coexistence mechanisms between embb and urllc: Issues, challenges, and future directions in 5g,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a458e34a-61ec-4f09-8c99-a1b303c26272 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Enabling proportionally-fair mobility management with reinforcement learning in 5g networks,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation cad3f0c7-11f2-469e-a19d-46d6c85439a8 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c9611011-1c5b-4b30-8a89-41472a0fc78e · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda dapps: Distributed applications for real-time inference and control in o-ran,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 14a48f7b-2699-437c-979a-84f3df3dbe52 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Causal reasoning: Charting a revolutionary course for next-generation ai-native wireless networks,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0a02ab5b-f6d6-4a2b-8a0d-94b60b230559 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Model drift in dynamic networks,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 97f01be7-4ee7-4392-9f8b-11e9d8adbb34 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda The markov blankets of life: autonomy, active inference and the free energy principle,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 76259b23-4dfd-4b30-8b0e-17313952de9a · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Algorithms for large scale markov blanket discovery
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9a276c72-8c07-4933-a693-a75391bfcf1c · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Enhancing ro- bustness for automated mobile network optimization by uncovering causal relationships,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5e025395-e84a-40ab-8e2e-627d94255daf · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda System-agnostic meta-learning for mdp-based dynamic scheduling via descriptive policy,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1e9e6b8f-1dc8-4ec8-aea0-351184d91083 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Online Learning for Autonomous Management of Intent-based 6G Networks
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 27dc905f-b9ed-4290-988c-8aa1e75e5bd4 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Towards the use of unsupervised causal learning in wireless networks operation,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6cfc8a1f-fd6b-4748-afd7-a6575f8f6a56 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Causal Machine Learning: A Survey and Open Problems
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d07a4ff8-e254-4219-b9d7-ec5e08aea9bc · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Causality- driven reinforcement learning for joint communication and sensing,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4f843b11-17dc-45be-a91f-f8dc1fca5b00 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda On 5g-v2x use cases and enabling technologies: A comprehensive survey,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1d7c3b5f-f667-4b9f-9cd9-1878c011534b · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Enabling technologies for next-generation smart cities: A comprehensive review and research directions,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 79d34ac6-6208-4223-aaa8-4c76176162db · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Toward multi-connectivity in beyond 5g non-terrestrial networks: Challenges and possible solutions,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 13cbc5fe-b749-422c-b833-e71637bef6d3 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Perfor- mance and availability challenges in designing resilient 5g architectures,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3caa0b23-432c-47c1-9236-36ecd9e65b84 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Routing and spectrum allocation in elastic optical networks: A tutorial,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6e6bcf91-1fc2-4eaf-982b-58e2df08a635 · outbound
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Causality-Driven Reinforcement Learning for Joint Communication and Sensing
Reference 2024
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
No inbound Pith citation observations are available.