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Paper Citation Record · LEDGER

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda

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.

pith.paper-citation-record.v1
2412.04232 v3

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:40:26.936923Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

49 of 49 outbound references displayed

  • verified exact4
  • verified fuzzy31
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9fc4d8ba-1a62-4707-b323-bc06704c48fb · outbound

This paper cites A survey of scheduling in 5g urllc and outlook for emerging 6g systems,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.422846Z

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.

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Observation 72ce2735-ad86-459a-83b7-95dfaa8badbf · outbound

This paper cites Autonomous networks with multi-layer, intent-based operation,.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Autonomous networks with multi-layer, intent-based operation,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.415639Z

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.

source=pdf_text observed=2026-08-11T21:40:26.795100Z digest=sha256:220c62007859ac9c54fc25317f1ee51240bea487acdbb8396c3148f31e759ec3

Observation 9106dc32-e8c0-4ff1-9943-1a20860b1e45 · outbound

This paper cites An intent-driven orchestration of cognitive autonomous networks for ran management,.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda An intent-driven orchestration of cognitive autonomous networks for ran management,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.400430Z

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.

source=pdf_text observed=2026-08-11T21:40:26.801477Z digest=sha256:35d78f2d73d0a391c4b79d6bd5b6aa17f460098ef3540989ec536ec3c67bcb3b

Observation 1a18e4f5-9f97-4eae-b5bf-f1301b2fdf8b · outbound

This paper cites Intent-driven autonomous network and service management in future cellular networks: A struc- tured literature review,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.392076Z

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.

source=pdf_text observed=2026-08-11T21:40:26.804724Z digest=sha256:017614553131f202516480aadfbc02d658a4f2d7ac72f0209936242d0193cf67

Observation 23741bb6-a84a-40ef-8811-64bf965c3fce · outbound

This paper cites Understanding O-RAN: Architecture, Interfaces, Algorithms, Security, and Research Challenges.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Understanding O-RAN: Architecture, Interfaces, Algorithms, Security, and Research Challenges

Reference 6

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unresolved
no resolver link, observed 2026-08-11T21:40:26.807690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:40:26.807690Z digest=sha256:c0c6ac6abe33602fc37f3474b9a6818d2e3ad7a76e722aa0494f1a4797056bfe

Observation 54f76dcb-dfa1-4cba-b2c8-422be6f85521 · outbound

This paper cites an unresolved cited work.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:40:27.383461Z

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.

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Observation 2c11c73d-f5ee-4a56-9684-febe3de73c55 · outbound

This paper cites an unresolved cited work.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:40:27.375241Z

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.

source=pdf_text observed=2026-08-11T21:40:26.814267Z digest=sha256:2f0b2471c7f81fa13c8e455a046f5f5328895abfa479b4335d180770edda554c

Observation 56c73632-c11d-49ae-af5f-8d433a748c09 · outbound

This paper cites an unresolved cited work.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:40:27.366859Z

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.

source=pdf_text observed=2026-08-11T21:40:26.817231Z digest=sha256:ff7fd9315396b83e67497f57f2f8bfd7ee3f7f9cd7bde0d72f71891f774cd5e5

Observation e7dde290-c56c-44d1-a997-476d4ff782ff · outbound

This paper cites A genetic scheduling strategy with spatial reuse for dense wireless networks,.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda A genetic scheduling strategy with spatial reuse for dense wireless networks,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.358354Z

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.

source=pdf_text observed=2026-08-11T21:40:26.820200Z digest=sha256:fcfae9cd7a5af8e908335f69a9c2726cc76ae9b76d96377c91e6608f65b34644

Observation badc5f84-4f5e-404f-9549-ac04172508ae · outbound

This paper cites Decentralized intent-driven coordination of multi-domain ip-optical networks,.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Decentralized intent-driven coordination of multi-domain ip-optical networks,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.350598Z

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.

source=pdf_text observed=2026-08-11T21:40:26.822966Z digest=sha256:d98a7259a1726e1e0552fee6161aeb1ac24e33342bf0bc5da233eb113bde41b0

Observation 2d56b509-728e-4f7d-ab36-167f6de87c2c · outbound

This paper cites Meta-scheduling framework with cooperative learning toward beyond 5g,.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Meta-scheduling framework with cooperative learning toward beyond 5g,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.342748Z

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.

source=pdf_text observed=2026-08-11T21:40:26.825910Z digest=sha256:902e1ca42b1e0e0c0375dfac8787d211a542de93e4686adbdb15f746e21d9479

Observation 8b06cf67-5f89-4d17-b581-7a195173beb4 · outbound

This paper cites Active inference on the edge: A design study,.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Active inference on the edge: A design study,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.334597Z

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.

source=pdf_text observed=2026-08-11T21:40:26.828658Z digest=sha256:22e509d966a1a1f963b9b2fedd81f628f32a9fc3249fefdd5662dbd61dc0cf27

Observation 57844a5b-e3f0-4527-b044-e83e490f9764 · outbound

This paper cites Deepslos for the computing continuum,.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Deepslos for the computing continuum,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.325040Z

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.

source=pdf_text observed=2026-08-11T21:40:26.831407Z digest=sha256:fec6d732cb024a36126e7805285f7db65c3ced16eea80032b4465b46679f24c2

Observation 923068e2-a703-4f06-9ec8-79a4d97339c1 · outbound

This paper cites Pearl, M.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Pearl, M

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-11T21:40:26.834580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:40:26.834580Z digest=sha256:9f72ff6a17157f2c0dd98b71254489ac93fd5d897211be2d0d82db078d0bbe1e

Observation 26864a04-382b-487b-9208-119031e58d33 · outbound

This paper cites Intent-driven intelligent control and orchestration in o-ran via hierarchical reinforcement learn- ing,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.311010Z

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.

source=pdf_text observed=2026-08-11T21:40:26.837429Z digest=sha256:43d00b29ad23f5de43a22f1e9f43e3f89ecea5664855c86ef6f42a3f3b4bace1

Observation b7c1a965-6f66-4842-8557-d2b709c403bf · outbound

This paper cites Federated Meta-Learning for Traffic Steering in O-RAN.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Federated Meta-Learning for Traffic Steering in O-RAN

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-08-11T21:40:27.078044Z

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.

source=pdf_text observed=2026-08-11T21:40:26.840755Z digest=sha256:fb8ae0cf4e0b7cc5d70f5668e580ab2cfed1e68e52a0dd2e5c7acf0e70dee14d

Observation dd13aa48-2069-40f0-9fec-9bd4a80dbb88 · outbound

This paper cites an unresolved cited work.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:40:27.302874Z

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.

source=pdf_text observed=2026-08-11T21:40:26.843756Z digest=sha256:237a03d54877608340d7f22bf7dd459a43e5c16460e936e133bf311cfc5ac6c6

Observation b8b70746-092f-4500-96df-a2a9b53d7311 · outbound

This paper cites I2bn: Intelligent intent based networks,.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda I2bn: Intelligent intent based networks,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.408581Z

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.

source=pdf_text observed=2026-08-11T21:40:26.846586Z digest=sha256:eb029ba4e6890a92e11e3f13201728f54819aeec09f4234972b1c11e24da2bcd

Observation 16e1c6a4-deae-4e98-ad81-f40207e75c33 · outbound

This paper cites an unresolved cited work.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:40:27.295575Z

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.

source=pdf_text observed=2026-08-11T21:40:26.849973Z digest=sha256:b007db58ee7d07897976432956ca20eea3b70fca934a48083061d950a24cb6de

Observation 848f1f82-8b06-411a-8dfb-eecef6e6f4cd · outbound

This paper cites CONRAD: cognitive intent driven 5g network slice planning and design,.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda CONRAD: cognitive intent driven 5g network slice planning and design,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T21:40:26.852985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:40:26.852985Z digest=sha256:d90e2a05e28f246e9f03be78e21f2186efa9e54d0e0c6cbab530c6c51cb81c8a

Observation 1f1d0a92-297b-41a7-b5fb-cdbce9d24734 · outbound

This paper cites Network Intent Decomposition and Optimization for Energy-Aware Radio Access Network.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Network Intent Decomposition and Optimization for Energy-Aware Radio Access Network

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-11T21:40:27.007567Z

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.

source=pdf_text observed=2026-08-11T21:40:26.855800Z digest=sha256:2f9c0304b225c843a2cf1c230c59ea91f4d0184202147e301d9d5bb5765647e9

Observation 6d0206fc-f8c4-4758-8b5e-537188162604 · outbound

This paper cites Intent-driven closed-loop control and management frame- work for 6g open ran,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.287457Z

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.

source=pdf_text observed=2026-08-11T21:40:26.858723Z digest=sha256:862d501b4a24691365a31335b36ed91ccb1f8340bcbeaba8658ce0388bab7b91

Observation 1f9eb9f4-2e68-40dd-be7b-8473931172d8 · outbound

This paper cites Decomposition and propagation of intents for network slice design,.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Decomposition and propagation of intents for network slice design,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.278185Z

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.

source=pdf_text observed=2026-08-11T21:40:26.861488Z digest=sha256:0fdaebe47564f5e3910bc02974bb41a861cc7977c95afb6c90a3346732b784a3

Observation 6b4bf9ac-7c21-484b-b15f-e56a835abd45 · outbound

This paper cites an unresolved cited work.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:40:27.269323Z

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.

source=pdf_text observed=2026-08-11T21:40:26.864515Z digest=sha256:0fa08100e89365848a0d8e4e9bf70644a8b226be8920fdea1ce88bd20c75e8de

Observation 4d2478ec-1b13-4e4a-80c3-fe3813fef870 · outbound

This paper cites an unresolved cited work.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:40:27.261097Z

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.

source=pdf_text observed=2026-08-11T21:40:26.867723Z digest=sha256:38a7234969d4186429d36c694de74d586a9556aa22af44f8404e8f4af10b866f

Observation 283e1893-1e50-4891-96fe-3b27e4437327 · outbound

This paper cites Multi- agent online optimization with delays: Asynchronicity, adaptivity, and optimism,.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Multi- agent online optimization with delays: Asynchronicity, adaptivity, and optimism,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.252123Z

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.

source=pdf_text observed=2026-08-11T21:40:26.870994Z digest=sha256:17085bb336c3016c1d4f18a2da24c3c03435e023f934cae3ff5e0d0b9b5437d6

Observation 3d4a0ad7-fd51-4474-bb7e-0031e51e8c68 · outbound

This paper cites Adaptive6g: Adaptive resource man- agement for network slicing architectures in current 5g and future 6g systems,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.243556Z

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.

source=pdf_text observed=2026-08-11T21:40:26.873998Z digest=sha256:0458ecaf424c7512112d5337fd71ca5927ede12b695769dd36a56c726b9db7ac

Observation 1caa615f-7818-4791-8ee7-97e0b3751767 · outbound

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

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Towards efficient conflict mitigation in the converged 6g open ran control plane,

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-11T21:40:26.876616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:40:26.876616Z digest=sha256:cc17c00dada185e3f820075d434f895665609e9be49fefc21c89f99d21026f20

Observation 46988584-c294-4d7c-acd8-fc608b4102b1 · outbound

This paper cites Scheduling Optimization of Heterogeneous Services by Resolving Conflicts.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Scheduling Optimization of Heterogeneous Services by Resolving Conflicts

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-08-11T21:40:26.997159Z

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.

source=pdf_text observed=2026-08-11T21:40:26.879376Z digest=sha256:f8112071cab84af44aad996ba98a099db9286214a31e5f2b99afadc318b7b328

Observation c1866841-2591-4caa-a625-fc758f34c428 · outbound

This paper cites Qos aware resource allocation for coexistence mechanisms between embb and urllc: Issues, challenges, and future directions in 5g,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.229941Z

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.

source=pdf_text observed=2026-08-11T21:40:26.882482Z digest=sha256:d5f84bd0fde073224b94a01259f5bb9530c20bab30b07aead5dcc61fd86cd313

Observation a458e34a-61ec-4f09-8c99-a1b303c26272 · outbound

This paper cites Enabling proportionally-fair mobility management with reinforcement learning in 5g networks,.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Enabling proportionally-fair mobility management with reinforcement learning in 5g networks,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.222504Z

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.

source=pdf_text observed=2026-08-11T21:40:26.885142Z digest=sha256:fbef3ad25e0a4ec295a3216c49a072cfd98b45b208fd9a189ac4cfca65731517

Observation cad3f0c7-11f2-469e-a19d-46d6c85439a8 · outbound

This paper cites an unresolved cited work.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:40:27.215245Z

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.

source=pdf_text observed=2026-08-11T21:40:26.887614Z digest=sha256:04b161e876fca1742838e7e19aa3f5452da2e754a79eb52585bd850d0cc72327

Observation c9611011-1c5b-4b30-8a89-41472a0fc78e · outbound

This paper cites dapps: Distributed applications for real-time inference and control in o-ran,.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda dapps: Distributed applications for real-time inference and control in o-ran,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.206359Z

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.

source=pdf_text observed=2026-08-11T21:40:26.890402Z digest=sha256:0f90a7e245079da9b19ff9a8555c0eee59183676bd1e094c309d95aacdb1782e

Observation 14a48f7b-2699-437c-979a-84f3df3dbe52 · outbound

This paper cites Causal reasoning: Charting a revolutionary course for next-generation ai-native wireless networks,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.198930Z

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.

source=pdf_text observed=2026-08-11T21:40:26.892949Z digest=sha256:7b6a1099e0bc7136e4886329ad9c94d53ffccbe998d52c8a3b5d63d493fc3d90

Observation 0a02ab5b-f6d6-4a2b-8a0d-94b60b230559 · outbound

This paper cites Model drift in dynamic networks,.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Model drift in dynamic networks,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.191731Z

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.

source=pdf_text observed=2026-08-11T21:40:26.895977Z digest=sha256:b23283555c2326696a406003346858b035f5c350e4503b46921f6766b1288d44

Observation 97f01be7-4ee7-4392-9f8b-11e9d8adbb34 · outbound

This paper cites The markov blankets of life: autonomy, active inference and the free energy principle,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.183474Z

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.

source=pdf_text observed=2026-08-11T21:40:26.898621Z digest=sha256:e88bb00afed41a5126a20ec6b7be9019f708c009153d74c111135bcd3652faf7

Observation 76259b23-4dfd-4b30-8b0e-17313952de9a · outbound

This paper cites Algorithms for large scale markov blanket discovery.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Algorithms for large scale markov blanket discovery

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.174691Z

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.

source=pdf_text observed=2026-08-11T21:40:26.901329Z digest=sha256:ecb04e2aac43a089714aa7fcb11e8ed34b798602bfc4b77d3c04bdc4021ffcd4

Observation 9a276c72-8c07-4933-a693-a75391bfcf1c · outbound

This paper cites Enhancing ro- bustness for automated mobile network optimization by uncovering causal relationships,.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Enhancing ro- bustness for automated mobile network optimization by uncovering causal relationships,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.165957Z

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.

source=pdf_text observed=2026-08-11T21:40:26.903819Z digest=sha256:2deb7f7f616c6d9e05922bc349bc255a93dc3b9402099c574375373e123c6268

Observation 5e025395-e84a-40ab-8e2e-627d94255daf · outbound

This paper cites System-agnostic meta-learning for mdp-based dynamic scheduling via descriptive policy,.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda System-agnostic meta-learning for mdp-based dynamic scheduling via descriptive policy,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.156646Z

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.

source=pdf_text observed=2026-08-11T21:40:26.906324Z digest=sha256:a564bba1ad382b1a0d9333ca52cf14e7a86417e2acbc7fef1280865b90a96320

Observation 1e9e6b8f-1dc8-4ec8-aea0-351184d91083 · outbound

This paper cites Online Learning for Autonomous Management of Intent-based 6G Networks.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Online Learning for Autonomous Management of Intent-based 6G Networks

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-08-11T21:40:26.985372Z

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.

source=pdf_text observed=2026-08-11T21:40:26.909150Z digest=sha256:19021a2242b1d136e81b0ce93f7586fbf2c0d0e93d40907795b25370975568d5

Observation 27dc905f-b9ed-4290-988c-8aa1e75e5bd4 · outbound

This paper cites Towards the use of unsupervised causal learning in wireless networks operation,.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Towards the use of unsupervised causal learning in wireless networks operation,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.147955Z

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.

source=pdf_text observed=2026-08-11T21:40:26.912454Z digest=sha256:6a4f714b8b5b22c6947b5aa471f7ec130b77ef15b4cc5ae170dbf95acad3aec7

Observation 6cfc8a1f-fd6b-4748-afd7-a6575f8f6a56 · outbound

This paper cites Causal Machine Learning: A Survey and Open Problems.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Causal Machine Learning: A Survey and Open Problems

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-11T21:40:26.915911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:40:26.915911Z digest=sha256:16b87c9c87327cd784178dbc8b0037f4794de67ccf994c0cdba59e295b9cedb8

Observation d07a4ff8-e254-4219-b9d7-ec5e08aea9bc · outbound

This paper cites Causality- driven reinforcement learning for joint communication and sensing,.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Causality- driven reinforcement learning for joint communication and sensing,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.138863Z

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.

source=pdf_text observed=2026-08-11T21:40:26.919263Z digest=sha256:1d1e5f5e4b4cb98a0a9da81ff3f24aef9e420422c3b11f7e2a03172eb21abec0

Observation 4f843b11-17dc-45be-a91f-f8dc1fca5b00 · outbound

This paper cites On 5g-v2x use cases and enabling technologies: A comprehensive survey,.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda On 5g-v2x use cases and enabling technologies: A comprehensive survey,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.130070Z

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.

source=pdf_text observed=2026-08-11T21:40:26.925290Z digest=sha256:94132b0e14eaf4a16c919c8b1d3a8fadfcc18fa25e17fbf48a743186940a5f53

Observation 1d7c3b5f-f667-4b9f-9cd9-1878c011534b · outbound

This paper cites Enabling technologies for next-generation smart cities: A comprehensive review and research directions,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.121669Z

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.

source=pdf_text observed=2026-08-11T21:40:26.928150Z digest=sha256:49b73eb602f6dab919e3ace0e4afad3b65a2a6c90773779a78336a7b6349ae7a

Observation 79d34ac6-6208-4223-aaa8-4c76176162db · outbound

This paper cites Toward multi-connectivity in beyond 5g non-terrestrial networks: Challenges and possible solutions,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.113022Z

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.

source=pdf_text observed=2026-08-11T21:40:26.931010Z digest=sha256:79817400e2a5d9738dd4678d2a2e2f575cbe51a9e99090e18647aa00a34382f6

Observation 13cbc5fe-b749-422c-b833-e71637bef6d3 · outbound

This paper cites Perfor- mance and availability challenges in designing resilient 5g architectures,.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Perfor- mance and availability challenges in designing resilient 5g architectures,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.104167Z

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.

source=pdf_text observed=2026-08-11T21:40:26.933970Z digest=sha256:8cf5ec7bbf4c44d99804f9530b17af6dbae17004a1853f2690a6025101205b57

Observation 3caa0b23-432c-47c1-9236-36ecd9e65b84 · outbound

This paper cites Routing and spectrum allocation in elastic optical networks: A tutorial,.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Routing and spectrum allocation in elastic optical networks: A tutorial,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:40:27.095181Z

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.

source=pdf_text observed=2026-08-11T21:40:26.936923Z digest=sha256:be5d85c28c37a43ed536a90637221c99ccf2d6b111a91d0f69f68eadcea1e2dd

Observation 6e6bcf91-1fc2-4eaf-982b-58e2df08a635 · outbound

This paper cites Causality-Driven Reinforcement Learning for Joint Communication and Sensing.

Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda Causality-Driven Reinforcement Learning for Joint Communication and Sensing

Reference 2024

Resolution
metadata mismatch
local_arxiv, observed 2026-08-11T21:40:26.964937Z

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.

source=pdf_text observed=2026-08-11T21:40:26.922201Z digest=sha256:b3f89c976208dfbd476337c65b6bb24abda89ed151d8dff8b1722167d11f017b

Pith citing papers

No inbound Pith citation observations are available.