Paper Citation Record · LEDGER

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning

As of 9 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 2 inbound Pith citation observations for arXiv:1906.08879.

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

pith.paper-citation-record.v1
1906.08879 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-25T19:22:03.575460Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:59:37.604744Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T04:07:19.379980Z

Reference resolution

27 of 27 outbound references displayed

verified exact6
verified fuzzy13
unresolved7
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f39ddc47-ebd5-4b06-a663-dedcfb072370 · outbound

This paper cites https://aws.amazon.com/ec2/instance-types/.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning https://aws.amazon.com/ec2/instance-types/

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:27:10.986910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 22303090-aab2-4400-85f5-64ad9eb6fb91 · outbound

This paper cites Andrychowicz, F.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Andrychowicz, F

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:27:10.966860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6e78f9a5-85f7-47c6-8d08-6e68b908a874 · outbound

This paper cites Relational inductive biases, deep learning, and graph networks.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Relational inductive biases, deep learning, and graph networks

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-25T19:26:09.756557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3aa69b9d-fd3c-4884-974e-597c2951cbaf · outbound

This paper cites an unresolved cited work.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-25T19:27:10.981859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 08013174-dd8f-45fc-84c5-4c95ce698e4d · outbound

This paper cites an unresolved cited work.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-05-25T19:27:10.921969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2439f87c-496d-4404-9208-3cf9dad1906d · outbound

This paper cites Greensmith, P.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Greensmith, P

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:27:10.955168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c0c5cf8f-2801-4f7f-a0cb-c3a94cac0b6e · outbound

This paper cites Hamilton, Z.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Hamilton, Z

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:27:10.963650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6b2d27a7-fd81-4b80-9a5d-a1b4f4a24818 · outbound

This paper cites Learning Scheduling Algorithms for Data Processing Clusters.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Learning Scheduling Algorithms for Data Processing Clusters

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-25T19:26:09.773197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d66a73d2-1ed1-42eb-aee8-3206b0b134c8 · outbound

This paper cites Mirhoseini, A.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Mirhoseini, A

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:27:10.914931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0d01f9dc-a857-48d5-a301-edf209ef10a4 · outbound

This paper cites Mirhoseini, H.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Mirhoseini, H

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:27:10.948374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4f50f10b-63dd-43ee-bc54-15b6e4199bff · outbound

This paper cites Massively Parallel Methods for Deep Reinforcement Learning.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Massively Parallel Methods for Deep Reinforcement Learning

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-05-25T19:26:09.778500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d0f36931-ba70-44ad-a223-9d5cc9895229 · outbound

This paper cites an unresolved cited work.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-05-25T19:27:10.911757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a0ba152a-2e74-487b-a7df-0b2f9f4086fa · outbound

This paper cites Onnx model zoo.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Onnx model zoo

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:27:10.951978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6de65ca4-8001-4944-b765-b041e158e892 · outbound

This paper cites Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-25T19:26:09.768233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 064924a1-eed9-4748-a115-983330d3afb6 · outbound

This paper cites Pellegrini.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Pellegrini

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:27:10.959946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1ad60a81-3621-4f1b-bedb-0368f316c6fb · outbound

This paper cites Efficient Neural Architecture Search via Parameter Sharing.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Efficient Neural Architecture Search via Parameter Sharing

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-05-25T19:26:09.762792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 97d5e2ce-6a0c-4ea2-9a26-3608570a00f1 · outbound

This paper cites Silver, J.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Silver, J

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:27:10.940538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ca57bb8f-5bfc-409a-a4af-db18940fe958 · outbound

This paper cites an unresolved cited work.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-05-25T19:27:10.928794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 35b27e22-fe13-41b0-8449-053f943dc739 · outbound

This paper cites Szegedy, V.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Szegedy, V

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:27:10.991619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 46cfc7ec-6537-47d9-8f06-ed148f052d66 · outbound

This paper cites Tensorﬂow ofﬁcial repository.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Tensorﬂow ofﬁcial repository

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:27:10.973567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ce736e68-0aab-43a5-9666-20d9a5768b84 · outbound

This paper cites Perplexity — Wikipedia, the free encyclopedia.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Perplexity — Wikipedia, the free encyclopedia

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:27:10.977711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 12b504fe-7806-48c7-9f97-c19df2e69f53 · outbound

This paper cites an unresolved cited work.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-05-25T19:27:10.944102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 633e754f-b336-4359-8f30-199864153d71 · outbound

This paper cites an unresolved cited work.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-05-25T19:27:10.932214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 875a4c13-c458-4297-8a14-213fc77f327d · outbound

This paper cites Learning Transferable Architectures for Scalable Image Recognition.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Learning Transferable Architectures for Scalable Image Recognition

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-05-25T19:26:09.751170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 55d9712c-7433-4ec5-867f-2e8125a1d7d5 · outbound

This paper cites Its network consists of a chain of blocks, each of which has multiple branches made up of convolutional and pooling operations.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Its network consists of a chain of blocks, each of which has multiple branches made up of convolutional and pooling operations

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T19:27:10.918594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 22119555-dc64-4f87-8f33-4accbd92669b · outbound

This paper cites an unresolved cited work.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-05-25T19:27:10.925488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8a3ce669-5d58-4223-96e3-3f84b2ae5877 · outbound

This paper cites Its network consists of a series of cells each of which has multiple branches of computations that are ﬁnally reduced at the end to form input for the next cell.

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Its network consists of a series of cells each of which has multiple branches of computations that are ﬁnally reduced at the end to form input for the next cell

Reference 27

Resolution: malformed identifier; raw_fallback, observed 2026-05-25T19:27:10.936293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 792e06d2-95c8-42d1-9973-69654397a99a · inbound

DOPPLER: Dual-Policy Learning for Device Assignment in Asynchronous Dataflow Graphs cites this paper.

DOPPLER: Dual-Policy Learning for Device Assignment in Asynchronous Dataflow Graphs Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:37.604744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4800097d-a7a9-42a4-a9d0-8fc15409a595 · inbound

Generalised Rate Control Approach For Stream Processing Applications cites this paper.

Generalised Rate Control Approach For Stream Processing Applications Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:07:19.384534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.