Paper Citation Record · LEDGER

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane

As of 19 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2501.15100.

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

pith.paper-citation-record.v1
2501.15100 v2

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:41:34.392556Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:32:42.317444Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-07T12:32:44.033832Z

Reference resolution

35 of 35 outbound references displayed

verified exact0
verified fuzzy28
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 930ec5d3-12a3-4149-b66f-4370420b5388 · outbound

This paper cites The programmable data plane: Abstractions, architectures, algorithms, and applications,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane The programmable data plane: Abstractions, architectures, algorithms, and applications,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.796109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d43a7e4e-2aca-44d4-b9cf-884e1b88e709 · outbound

This paper cites Programmable data plane intelligence: Advances, opportunities, and challenges,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane Programmable data plane intelligence: Advances, opportunities, and challenges,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.786091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 477434ea-701f-4d9b-8732-5f759eacbba1 · outbound

This paper cites Re-architecting traffic analysis with neural network interface cards,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane Re-architecting traffic analysis with neural network interface cards,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.776250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 588cdfbf-8b0f-4aed-9830-f705c582a85c · outbound

This paper cites Taurus: A data plane architecture for per-packet ml,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane Taurus: A data plane architecture for per-packet ml,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.765764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6dbe44ac-d1d1-4dbb-a524-281f8187964e · outbound

This paper cites Line-speed and scalable intrusion detection at the network edge via federated learning,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane Line-speed and scalable intrusion detection at the network edge via federated learning,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.754543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cd3bb515-8a19-4632-9310-94d958820c0c · outbound

This paper cites Flowlens: Enabling efficient flow classification for ml- based network security applications,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane Flowlens: Enabling efficient flow classification for ml- based network security applications,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.742659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cbc22642-e7b1-4d50-92b6-7c539574e5d3 · outbound

This paper cites In-network intelligence control: Toward a self-driving networking architecture,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane In-network intelligence control: Toward a self-driving networking architecture,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T14:41:34.292165Z

Source-reported events for the cited work

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Observation 1a14df17-18cf-44eb-854e-728309ca5964 · outbound

This paper cites Offloading machine learning to programmable data planes: A systematic survey,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane Offloading machine learning to programmable data planes: A systematic survey,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.722691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dcd2f97b-274c-45b0-bf47-efacd6924646 · outbound

This paper cites pHeavy: Predicting heavy flows in the programmable data plane,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane pHeavy: Predicting heavy flows in the programmable data plane,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.711865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cadcc1e7-8637-40b5-8f87-dec257fab813 · outbound

This paper cites Programmable switches for in-networking classification,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane Programmable switches for in-networking classification,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.701664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f30341d2-89f5-4eae-9d07-3caf0cfe3f2d · outbound

This paper cites In-network Neural Networks.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane In-network Neural Networks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T14:41:34.306573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b46790a2-7713-48bf-87c6-4611ff9f3ab5 · outbound

This paper cites Do switches dream of machine learning? Toward in-network classification,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane Do switches dream of machine learning? Toward in-network classification,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.691447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 177a2234-8c94-4c0d-9c63-c7358031d07b · outbound

This paper cites IIsy: Practical In-Network Classification.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane IIsy: Practical In-Network Classification

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T14:41:34.313866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd32fa52-80a7-431b-8229-4bdd58c5d161 · outbound

This paper cites A survey of convolutional neural networks: Analysis, applications, and prospects,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane A survey of convolutional neural networks: Analysis, applications, and prospects,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T14:41:34.317430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 717f922a-5f5e-4aae-8f06-9c5a84e50099 · outbound

This paper cites A machine learning-based toolbox for p4 programmable data-planes,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane A machine learning-based toolbox for p4 programmable data-planes,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.674008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f563630e-fcce-4267-b46d-5d428c7a5887 · outbound

This paper cites NetNN: Neural intrusion detection system in programmable networks,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane NetNN: Neural intrusion detection system in programmable networks,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.662189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 544ad819-ea6f-4228-9e84-35666656d524 · outbound

This paper cites Can the network be the ai accelerator?.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane Can the network be the ai accelerator?

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.650659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e565cdb9-bb96-4cd8-b00c-0906250188fd · outbound

This paper cites Intel Tofino switch ASIC,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane Intel Tofino switch ASIC,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.639986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bd3bd969-03a1-4e50-a60c-9483ff3d51ab · outbound

This paper cites NetFC: Enabling accurate floating-point arithmetic on programmable switches,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane NetFC: Enabling accurate floating-point arithmetic on programmable switches,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.629168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d2a93ec5-6985-4356-8690-231a3705cc88 · outbound

This paper cites Brain-on- Switch: Towards advanced intelligent network data plane via NN-Driven traffic analysis at line-speed,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane Brain-on- Switch: Towards advanced intelligent network data plane via NN-Driven traffic analysis at line-speed,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.619634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6b4a1697-1c71-4805-8138-b9465a104dae · outbound

This paper cites IN3: A framework for in-network computation of neural networks in the programmable data plane,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane IN3: A framework for in-network computation of neural networks in the programmable data plane,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.609245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7f1a2796-6664-4e04-a2d9-692e7d0da5ed · outbound

This paper cites In-network neural networks: Challenges and opportunities for innovation,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane In-network neural networks: Challenges and opportunities for innovation,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.598250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 949a9d67-77b5-4844-9b83-59a399c55023 · outbound

This paper cites Deep learning approach for intelligent intrusion detection system,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane Deep learning approach for intelligent intrusion detection system,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.586913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ba94dfce-8af5-4246-afe5-6a5ed1523699 · outbound

This paper cites End-to-end encrypted traffic classification with one-dimensional convolution neural networks,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane End-to-end encrypted traffic classification with one-dimensional convolution neural networks,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.576156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 02fc4ee4-b1a1-40d4-bce6-694135465818 · outbound

This paper cites Dapper: Deploying service function chains in the programmable data plane via deep rein- forcement learning,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane Dapper: Deploying service function chains in the programmable data plane via deep rein- forcement learning,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.564131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 90de9ff5-aad8-40a4-8e3a-2f61351e24ce · outbound

This paper cites Survey on FPGA architecture and recent applications,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane Survey on FPGA architecture and recent applications,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.551323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 78f2d07b-0141-4642-b5ba-8bc68a35dc3a · outbound

This paper cites Network processor - A simplified approach for transport layer offloading on nic,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane Network processor - A simplified approach for transport layer offloading on nic,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.539018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 10661c90-1c9e-453a-9cb1-fd3283e77f05 · outbound

This paper cites Binary neural networks: A survey,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane Binary neural networks: A survey,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T14:41:34.368228Z

Source-reported events for the cited work

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Observation 7e267025-5150-4c9d-943c-95975246aa0f · outbound

This paper cites p4lang/behavioral-model,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane p4lang/behavioral-model,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.517587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9e29a013-846f-43e5-ab76-c6408dd66416 · outbound

This paper cites A White Paper on Neural Network Quantization.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane A White Paper on Neural Network Quantization

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T14:41:34.375441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f07ba90b-a99f-4cbf-b4cd-6ccb5c51e14d · outbound

This paper cites Pruning and quantization for deep neural network acceleration: A survey,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane Pruning and quantization for deep neural network acceleration: A survey,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T14:41:34.379234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0df2375-25b0-4557-a14e-d07206b218c2 · outbound

This paper cites Understanding straight-through estimator in training activation quantized neural nets,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane Understanding straight-through estimator in training activation quantized neural nets,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.498437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 445e24bc-e7fc-456f-af86-70b9962076a9 · outbound

This paper cites mininet/mininet,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane mininet/mininet,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.487100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 02dd316a-3b62-48b1-a1c3-0f80b4993489 · outbound

This paper cites Towards effective feature selection in machine learning-based botnet detection approaches,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane Towards effective feature selection in machine learning-based botnet detection approaches,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.475650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 15d5dc93-5b90-405b-9689-e4d5b888af09 · outbound

This paper cites Toward generating a new intrusion detection dataset and intrusion traffic characterization,.

Quark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane Toward generating a new intrusion detection dataset and intrusion traffic characterization,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:41:34.463615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation d8d3c8ca-f13b-43b3-bd14-f0fc6656a995 · inbound

INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization cites this paper.

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

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:32:44.094919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.