Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:32:42.317444Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2505.24269.
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 2026-08-07T12:32:42.317444Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
48 of 48 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 95ffaec2-ee72-41fa-aeae-df545e2982d5 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Isolation Forest
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38b82ac2-0bae-4e24-b000-290548f71da7 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Tanenbaum and David J
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a029bae0-0010-4f1b-bdbb-d6d262098705 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Low-rank matrix factorization for Deep Neural Network training with high-dimensional output targets
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e89c9a6e-fb60-4e2c-843b-4140bb31502a · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization The Algorithmic Foundations of Dif- ferential Privacy
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c45af66-685c-4e56-8be2-b09d29efea71 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization XGBoost: A Scalable Tree Boosting System
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 79e048cc-dce8-436b-a970-dc9f69fb0bfc · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d91648e7-f1fd-4ba3-9244-6f1f26ee6e68 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization BotGuard: Lightweight real-time botnet detection in soft- ware defined networks
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 17563c70-a410-4b32-a4ec-4b6ec63e176b · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Neural Architecture Search with Reinforce- mentLearning
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 323249a8-5a68-4c99-a329-e9d27774d202 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization N-BaIoT—Network-Based Detection of IoT Botnet Attacks Using Deep Autoencoders
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac04756c-caf8-42c4-8ed3-2002046fa312 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Generating Long Sequences with Sparse Transformers
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 71737116-60da-464a-a02a-9bddf1d2bd53 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Secure Multiparty Computation (MPC).CryptologyePrint Archive, Paper 2020/300
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0c6981b7-000e-4b29-826e-032631098dc7 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization An Overview of Neural Network Compression
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 818cae5d-e5df-49f8-861c-2726e884bc3b · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Autonomous Vehicles
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91bb084f-3ceb-49bc-bbc0-832bad579896 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization NetFC: Enabling Accurate Floating-point Arithmetic on Programmable Switches
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e783414e-ef46-43a6-9137-5d43f4fe3cd0 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization In-network Aggrega- tion for Shared Machine Learning Clusters
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e9a55e98-84b5-4381-8eae-2c35683cd937 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Knowledge Distillation: A Survey
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 01303fd2-092c-498f-a721-1ead75fb93b4 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization P4Pi: P4 on Raspberry Pi for networking education
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 989df74c-9792-45ee-9cda-8cb838c777ea · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization The Programmable Data Plane: Abstractions, Ar- chitectures, Algorithms, and Applications
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f94b2a47-68f0-4505-a040-926018f02cb3 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization A White Paper on Neural Network Quantization
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61bc2023-e63a-4807-85de-c3079b5bf471 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Network for AI and AI for Network: Challenges and Opportunities for Learning-Oriented Networks
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ba36fff5-51b3-462d-8fc3-993a6c85cc7e · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization ScalingDistributedMachineLearningwithIn-Network Aggregation
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a802da9f-07cf-4848-a700-f6b49f8f35c8 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization ScalingDistributedMachineLearningwithIn-Network Aggregation
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation de748d97-2479-4510-91f1-54fdb57332c2 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Energy-Efficient Data Transfer Optimization via Decision-Tree Based Uncertainty Reduction
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 82585c41-6aed-406e-b3c1-1ea89036d8aa · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Software-Defined Networking (SDN): A Review
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbb1dce0-acb7-426f-97e8-30519708fb44 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization IIsy: Practical In-Network Classification
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71ae4b1a-96d6-410f-a9fa-700b134e72e2 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization In-Network Computation for Large-Scale Fed- erated Learning Over Wireless Edge Networks
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5912939-0a9c-4aef-82cd-9ba7a329fbe6 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization GOAT:GradientSchedulingwithCollaborativeIn-Network Aggregation for Distributed Training
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a99dda53-4ccb-45e0-87da-35bbae2534d4 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization A Review of the In-Network Computing and Its Role in the Edge-Cloud Continuum
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 37729952-2af7-4532-8358-a17d21946557 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Unresolved cited work
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bd76013-a234-4a9e-bc8f-f035d92e9f70 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization AI-Driven Packet Forwarding With Programmable Data Plane: A Survey
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 382785d7-5b08-4270-a920-668bae1bffed · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization AI-Driven Anomaly Detection in Network Monitoring Techniques and Tools
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0cd39a77-d1c0-4791-b203-0545e1b60511 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Is AI a Trick or T(h)reat for SecurinA Programmable Data Planes?
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea2eb075-ea7a-48a4-8412-be894d82df44 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization A Survey on Deep Neural Network Pruning: Taxonomy, Comparison, Analysis, and Recom- mendations
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83ae552a-934c-46eb-805b-586b1741808c · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization INTELLIGENTNETWORKOPTIMIZATION:REV- OLUTIONIZINGNETWORKMANAGEMENTTHROUGHAIANDML
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8d311ba5-1482-4cfa-993e-9b663a59cbf1 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Programmable Data Plane Intelligence: Advances, Op- portunities, and Challenges
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2d829df9-15df-4963-8887-6e3e1b42a88d · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Operationalizing AI/ML in Future Networks: A Bird’s EyeViewfromtheSystemPerspective
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ffadeb02-adaf-453f-80fe-9d968b2ad1e2 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Brain-on-switch: towards advanced intelligent network data plane via NN-driven traffic analysis at line-speed
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e969a689-e1e3-45ae-9c6c-61ae6e77054c · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization In-NetworkMachineLearningUsingProgrammable Network Devices: A Survey
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ae653c1f-a2da-49ad-999e-6aa2ee66740c · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Planter: Rapid Prototyping of In-Network Ma- chine Learning Inference
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d804eb1a-9743-40ac-ad6d-18bdc7eb86e6 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization No Worker Left (Too Far) Behind: Dynamic HybridSynchronizationforIn-NetworkMLAggregation
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 16a0a74f-359f-45c8-a038-b297786ec323 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Accelerating Distributed Training With Collaborative In- Network Aggregation
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8d3c8ca-f13b-43b3-bd14-f0fc6656a995 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e290dfac-b268-4f1f-9a45-5c695c3c86f1 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Network traffic classification to improve quality of service (QoS)
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6d1d0f62-b006-472d-bd90-f668147efbe9 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization doi: 10.1145/2939672.2939785
Reference 794
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3e7cb6cb-090f-4510-934a-ebea5e6fb471 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization url: http://dx.doi.org/ 10.1007/s11263-021-01453-z
Reference 1405
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89891984-b590-422f-999c-5360f602df25 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization url: https : / / web
Reference 2016
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3daa1a44-28e8-44d7-99c4-cc8a3a34b609 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization INSIGHT: A Survey of In-Network Systems 15
Reference 2017
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 085586f6-e1e5-494d-95d6-794592032d97 · outbound
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization Generating Long Sequences with Sparse Transformers
Reference 2019
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.