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Paper Citation Record · LEDGER

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms

As of 9 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2502.07257.

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

pith.paper-citation-record.v1
2502.07257 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:21:08.376430Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

48 of 48 outbound references displayed

  • verified exact7
  • verified fuzzy32
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4f0e93f2-eb5f-437f-806d-12b5f0294a18 · outbound

This paper cites Number of internet of things (iot) connected devices worldwide from 2019 to 2023, with forecasts from 2022 to 2030.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Number of internet of things (iot) connected devices worldwide from 2019 to 2023, with forecasts from 2022 to 2030

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5b8146f0-39a1-42a3-813d-1f6f501a4892 · outbound

This paper cites A Study of Data Store-based Home Automation,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms A Study of Data Store-based Home Automation,

Reference 2

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raw_fallback, observed 2026-08-08T13:21:09.217031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.203126Z digest=sha256:7edac28565b58efe810fa9d168902200c3b14fbd9e0029ad713af87462806c0f

Observation 1a9324a5-ce7d-4be1-a3eb-c02907bba4a1 · outbound

This paper cites Helion: Enabling a Natural Perspective of Home Automation.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Helion: Enabling a Natural Perspective of Home Automation

Reference 3

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verified exact
local_arxiv, observed 2026-08-08T13:21:09.132572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.206937Z digest=sha256:3fba725a211e60ff2bd459c362ecc427dd1e545f46622eca5899ddc1cb2cdf30

Observation 7c454f82-ad49-418c-b5b3-a1e22254c87b · outbound

This paper cites Technogym connected gym equipment.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Technogym connected gym equipment

Reference 4

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raw_fallback, observed 2026-08-08T13:21:09.707740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.211408Z digest=sha256:a1465a2b4901fcc51e9e2d535b64896ab2aed86b6f2cf6d0581370c9a32284a5

Observation 95c0878b-8d32-4e7f-9b8f-598b9b86d338 · outbound

This paper cites A decade review on smart cities: Paradigms, challenges and opportunities,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms A decade review on smart cities: Paradigms, challenges and opportunities,

Reference 5

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raw_fallback, observed 2026-08-08T13:21:09.695105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.215196Z digest=sha256:baa86ffc945c3e538bc5b855ab341ebc8b1f2a62b6ba0713cc662a0adb56106b

Observation 601acf9f-9286-4c1c-a4c7-c7ab645bc66d · outbound

This paper cites IoT Bugs and Development Challenges,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms IoT Bugs and Development Challenges,

Reference 6

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raw_fallback, observed 2026-08-08T13:21:09.113744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.219311Z digest=sha256:4718320c5c271079b5249e3d7b78c6e711fdfbebb2052eae474ad1ca1c2c6ef1

Observation 6c668370-a73c-48eb-9bf1-d7a71ba4f0a3 · outbound

This paper cites On the challenges novice programmers experience in developing iot systems: A survey,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms On the challenges novice programmers experience in developing iot systems: A survey,

Reference 7

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raw_fallback, observed 2026-08-08T13:21:09.682469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.223241Z digest=sha256:8fa69b1a6248f1f881eecd2d34fddd5d568bf168cd203f6a55a6d9028ca68755

Observation 895fb06a-54a5-43c2-88ef-b30bfd024c93 · outbound

This paper cites How is open source software development different in popular iot projects?.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms How is open source software development different in popular iot projects?

Reference 8

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raw_fallback, observed 2026-08-08T13:21:09.669461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.227727Z digest=sha256:70ded1e1cd87fb1aedb47d42d0bb92aeba5b13a7e1b434bea0b2315e3dae8e7c

Observation cb32a0e4-1333-49fa-8c15-5f184807ab2b · outbound

This paper cites openHAB.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms openHAB

Reference 9

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raw_fallback, observed 2026-08-08T13:21:09.656913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.231591Z digest=sha256:c7c5887ebddb3ea2046bde6bd4a20309f6c4ee8d8c229e80e192435a9cf0ab2e

Observation 5fbfd45d-e44c-465f-a7ed-e170f4857379 · outbound

This paper cites Home Assistant.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Home Assistant

Reference 10

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raw_fallback, observed 2026-08-08T13:21:09.644636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.235631Z digest=sha256:e4777117c4d191a7c780336954f033ee75a0b660aa33768f24727f401d4cce99

Observation 9eca2152-455b-4c5d-acfe-ae1570d28a3c · outbound

This paper cites Methods2Test: A dataset of focal methods mapped to test cases.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Methods2Test: A dataset of focal methods mapped to test cases

Reference 11

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local_arxiv, observed 2026-08-08T13:21:09.018616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.239480Z digest=sha256:eee7d271ee1fa2590cda7541a9c70139075f0d57ad868eda9d2ca4a5db018667

Observation 6a2a38a0-24b1-4419-a2b6-04092fe22791 · outbound

This paper cites Nest App.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Nest App

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.243735Z digest=sha256:17272cdf79c139213a470ec4ffc5c8995f7eb4a83e562ef34281b42f6550b2c8

Observation 2111961a-199b-4c1e-bbd1-651c8643cd01 · outbound

This paper cites Iot testing study online appendix.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Iot testing study online appendix

Reference 13

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raw_fallback, observed 2026-08-08T13:21:09.619308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.247996Z digest=sha256:9f6b9496cf2db6b51e5a52805825dd85da1af7149b541068935223591771f342

Observation c8da10df-65de-45d8-b8e9-e311d22d68be · outbound

This paper cites Enabling Mutation Testing for Android Apps.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Enabling Mutation Testing for Android Apps

Reference 14

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local_arxiv, observed 2026-08-08T13:21:09.000845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.252014Z digest=sha256:4cca166bb557001233e7d590490a1304930dfbe9f684738f721037f340df2e87

Observation e405200c-1425-4acf-9bb3-b2d61a4fd345 · outbound

This paper cites Challenges of testing complex internet of things (iot) devices and systems,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Challenges of testing complex internet of things (iot) devices and systems,

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-08T13:21:09.606944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.256377Z digest=sha256:3577df035ea8aa884b3a7d4a40bcf87f5ba68e7677cbd652d975e09ebf4d070a

Observation 3a92be9e-94ec-4be1-bf4e-d102176cabed · outbound

This paper cites Testing IoT systems using a hybrid simulation based testing approach,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Testing IoT systems using a hybrid simulation based testing approach,

Reference 16

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verified exact
doi, observed 2026-08-08T13:21:08.445509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.260294Z digest=sha256:4efeebf1caa3efe1c742bbfe141e04ff59210ea915755b1879046b07a3158baa

Observation 8000184b-9718-43c5-9140-d1302f08e691 · outbound

This paper cites Tree-sitter Introduction.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Tree-sitter Introduction

Reference 17

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raw_fallback, observed 2026-08-08T13:21:09.594425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.264388Z digest=sha256:20b95c6024275fe5085eb3da06854d6c729dfa56bc5e695e4acbb2fe73009e8a

Observation e4e4de7f-a3f7-4498-89a1-7480652687a6 · outbound

This paper cites Amazon Alexa.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Amazon Alexa

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.268813Z digest=sha256:14fa22762314ff1d855a0e4def6a1e3163c43057f3849fad3f29273a370cba3d

Observation 89d1bd75-9575-4ba1-861b-61c1c3ec36f7 · outbound

This paper cites Homekit.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Homekit

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.272874Z digest=sha256:bc2a65d9fb64e67caf76aba87ae03f492c3a96e61cc8608ca117dfac8e9a5d0a

Observation accecaf4-0920-4ed1-b554-d84c7b4b243e · outbound

This paper cites Braun and V.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Braun and V

Reference 20

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raw_fallback, observed 2026-08-08T13:21:09.559050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.276650Z digest=sha256:95554ef207ae056b070a91b0873011e4c6ebe2ccb9f29691164a24881b0678ab

Observation 80fbcf2f-9ed6-41dd-a921-44eff95fe7fc · outbound

This paper cites “False negative - that one is going to kill you.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms “False negative - that one is going to kill you

Reference 21

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raw_fallback, observed 2026-08-08T13:21:09.547869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.280459Z digest=sha256:90270fe90c3c26bdad1b2b009ca40cd0b48d7ad2b6c508fb30b1b9ec36d72d64

Observation c3dd1f71-58a3-4d94-801e-69113227433e · outbound

This paper cites XUAT-Copilot: Multi-Agent Collaborative System for Automated User Acceptance Testing with Large Language Model.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms XUAT-Copilot: Multi-Agent Collaborative System for Automated User Acceptance Testing with Large Language Model

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:21:08.284315Z digest=sha256:15bcd5622ab1d42122b7301ad3f138707b6e334bf22057c05dc9e95019efc2c3

Observation 98e79878-e962-491d-8128-1a0405fea820 · outbound

This paper cites Chapter 3 efficient and effective exploratory testing of large-scale software systems,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Chapter 3 efficient and effective exploratory testing of large-scale software systems,

Reference 23

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raw_fallback, observed 2026-08-08T13:21:09.536115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.288640Z digest=sha256:523a229a051e1da94fa09c978d9e1d183d3a6631ea5552c56366c9ae368d7d8a

Observation 5d696e8f-e153-4155-bb6c-84c45ae4cf37 · outbound

This paper cites Modelling android applications through static analysis and systematic exploratory testing,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Modelling android applications through static analysis and systematic exploratory testing,

Reference 24

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no resolver link, observed 2026-08-08T13:21:08.291939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:21:08.291939Z digest=sha256:690b61072409bbec4044e3d43c829e730141e4942d549a9344954bec562acb5a

Observation 15216a32-5fc3-4a80-b599-14a9d31ffaee · outbound

This paper cites On effectiveness and efficiency of gamified exploratory GUI testing,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms On effectiveness and efficiency of gamified exploratory GUI testing,

Reference 25

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raw_fallback, observed 2026-08-08T13:21:08.900611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.295166Z digest=sha256:748a2d35a549b6e39af2ae1b68c3433e694b590898f4c76cc30a2cfe3f648519

Observation cc32015d-ac0e-438d-a406-3d5c903102e8 · outbound

This paper cites Apache jmeter,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Apache jmeter,

Reference 26

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raw_fallback, observed 2026-08-08T13:21:09.523782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.298382Z digest=sha256:e74288a783adabd43236f36b93b7ef3f1e8984d2b67d48cc8fca07fb4ab17add

Observation c9b57164-848d-44ea-8ba6-72f52e5cfcf8 · outbound

This paper cites (2023) gatling: Modern Load Testing as Code.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms (2023) gatling: Modern Load Testing as Code

Reference 27

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raw_fallback, observed 2026-08-08T13:21:09.511707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.301678Z digest=sha256:aaa45c5d6b5c5e7d61602fc8d35ec8501e58f17b15ec7c43cc4945ff2a410a99

Observation 64fc34cc-ead5-4e74-baf0-596e875bf85b · outbound

This paper cites (2023) taurus: Automation-friendly framework for Continuous Testing.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms (2023) taurus: Automation-friendly framework for Continuous Testing

Reference 28

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raw_fallback, observed 2026-08-08T13:21:09.499076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.305002Z digest=sha256:d8bf918321968d79649495c6559f795ced37a9d3e65a31ad7ea5ef809a173f0a

Observation 1393d5d1-1b53-47e8-b286-5fdf41fc856e · outbound

This paper cites (2023) General Data Protection Regulation (GDPR) – Official Legal Text.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms (2023) General Data Protection Regulation (GDPR) – Official Legal Text

Reference 29

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raw_fallback, observed 2026-08-08T13:21:09.486866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.308350Z digest=sha256:ce2da040d2435880de5b25f7964078ef7f7041bc48c6178b14bdf7f7ef8b5a0d

Observation 2751ef0c-2b36-4fea-bbbe-eb2c711c5753 · outbound

This paper cites California Privacy Rights Act of 2020 (“CPRA.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms California Privacy Rights Act of 2020 (“CPRA

Reference 30

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raw_fallback, observed 2026-08-08T13:21:09.474463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.311723Z digest=sha256:528e23771bef1617b44d4bf00671c0d85fe1bf17de0875d91fe8e7bce4318c4b

Observation 1733eb12-eca4-449f-8509-94a91f1b0aff · outbound

This paper cites Software testing: Survey of the industry practices,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Software testing: Survey of the industry practices,

Reference 31

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raw_fallback, observed 2026-08-08T13:21:09.462021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.315084Z digest=sha256:f76e659604e062c5c15c75289d85130503a2645ef3e2b121a215e9dfd4736a57

Observation 5bdfe332-8dcc-4bcb-9271-4bfa41fac92e · outbound

This paper cites Practitioners’ Views on Good Software Testing Practices,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Practitioners’ Views on Good Software Testing Practices,

Reference 32

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raw_fallback, observed 2026-08-08T13:21:08.812964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.318259Z digest=sha256:cd03504cfd8d45a8711042b2057b6ef0cd4fdd512ce8c8a9e184a05aeb80b3b9

Observation 0c229833-5fef-439b-b773-410a88486c53 · outbound

This paper cites How do developers test android applications?.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms How do developers test android applications?

Reference 33

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raw_fallback, observed 2026-08-08T13:21:09.449726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.321654Z digest=sha256:beb5ed1b9fbc454cc0b764812c40fa6d989c302d069ee23c642ed74ddb20966b

Observation 18515265-e3e6-4036-a29c-ae16d4004a78 · outbound

This paper cites Looking from the mirror: Evaluating iot device security through mobile companion apps,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Looking from the mirror: Evaluating iot device security through mobile companion apps,

Reference 34

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raw_fallback, observed 2026-08-08T13:21:09.437248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.325004Z digest=sha256:f064f683a5ad4ffff9d708399dee887aa2f9bcafda48cec51d632eddf82b2c59

Observation 02d669f3-fcb6-45d1-9a87-ad3558cbfee3 · outbound

This paper cites Internet of things as system of systems: A review of methodologies, frameworks, platforms, and tools,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Internet of things as system of systems: A review of methodologies, frameworks, platforms, and tools,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:21:09.424506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.328309Z digest=sha256:c342046c7b72ace0b7b55f5bb878ed687c0369285f513ec39728df6048a6ad5e

Observation 9d6441ce-e94d-4427-8289-e6aa153ca6c2 · outbound

This paper cites Testing techniques in iot-based systems,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Testing techniques in iot-based systems,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:21:09.412007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.331874Z digest=sha256:84846cb34d0659e3d08bcbe3f98ad6b5b9378d89a2f9226d3fcd81aef12d2c9a

Observation ab8fdbc4-eab7-4385-ac6d-b8b26ddcef00 · outbound

This paper cites Trace2TAP: Synthesizing Trigger-Action Programs from Traces of Behavior,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Trace2TAP: Synthesizing Trigger-Action Programs from Traces of Behavior,

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-08T13:21:08.335319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:21:08.335319Z digest=sha256:c51095c5dcb2399de44ba59fb1ab0d266abbf1157914723f5cdfea4fa01df8f0

Observation 7120f0c8-c10c-4ab2-a36c-92eff9025f00 · outbound

This paper cites How Users Interpret Bugs in Trigger-Action Programming,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms How Users Interpret Bugs in Trigger-Action Programming,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-08T13:21:08.338690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:21:08.338690Z digest=sha256:951ae066e2e0a558966cc69c2cda014ba35ab872f19bc36828a435c45f538c17

Observation e8e63488-55d7-4865-8fae-9bb6e8811710 · outbound

This paper cites What are iot systems for real? an experts’ survey on software engineering aspects,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms What are iot systems for real? an experts’ survey on software engineering aspects,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:21:09.398861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.342270Z digest=sha256:1f2f6a6e002b0da8e47b34cf893a9def75716004742419dee06017269b993394

Observation 4b1817b1-9a07-4c87-87c8-6ae167e83abb · outbound

This paper cites Interoperability and integration testing methods for iot systems: A systematic mapping study,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Interoperability and integration testing methods for iot systems: A systematic mapping study,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:21:09.385787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.345677Z digest=sha256:d104c68089b001eb04951f5dcb849086bc5582ec47a8a0e626ca3894325cb2f2

Observation 1f85249a-3286-498f-a650-4ec82f25a7f4 · outbound

This paper cites Iot bugs and development challenges,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Iot bugs and development challenges,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:21:09.373142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.349174Z digest=sha256:249ccd287352819402966bacf2608572508f6c4377b8d77467fb84f7d222cfd6

Observation da73d68e-8640-4f8d-9c06-bb0f117f9bd7 · outbound

This paper cites Learning-based methods for cyber attacks detection in iot systems: A survey on methods, analysis, and future prospects,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Learning-based methods for cyber attacks detection in iot systems: A survey on methods, analysis, and future prospects,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:21:09.361155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.352590Z digest=sha256:c06cde182bfb881a157c34a5391a235c66bd98a5e5611b6d3d2690cd4c6cb0a9

Observation 315398ca-c9e8-4c7a-a3fe-cf6f169c8d7b · outbound

This paper cites Detecting vulnerability on iot device firmware: A survey,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Detecting vulnerability on iot device firmware: A survey,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:21:09.349187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.356529Z digest=sha256:95c5bf6146e40a8626af065af621339b33974ad4452fabf4131329dd85d07b91

Observation 533c9a71-8b8e-4796-a7d9-82df1fac233e · outbound

This paper cites Understanding IoT Security from a Market-Scale Perspective,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Understanding IoT Security from a Market-Scale Perspective,

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-08T13:21:08.360687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:21:08.360687Z digest=sha256:851e2eb671ee2437fef40fe2b212bf8d782340707c33b4c534ba5c0fdfcc541b

Observation db497857-8fe8-4396-9a32-22d938f4af41 · outbound

This paper cites State-of- the-art survey of artificial intelligent techniques for iot security,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms State-of- the-art survey of artificial intelligent techniques for iot security,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:21:09.336233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.364791Z digest=sha256:efcb8a01e105a5b1697a62651cec5b4610bead75410b445ddb47aa9f96709b02

Observation 01181e3a-6e36-4294-a558-579721486045 · outbound

This paper cites Why Crypto-detectors Fail: A Systematic Evaluation of Cryptographic Misuse Detection Techniques,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Why Crypto-detectors Fail: A Systematic Evaluation of Cryptographic Misuse Detection Techniques,

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-08T13:21:08.368761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:21:08.368761Z digest=sha256:3ea00f3748cd6433d968ca10911dbc1960a126350d52a576cd7facd498151c3f

Observation 5d528e3f-c7a9-4e8a-a523-7c2f14185c13 · outbound

This paper cites Survey of Testing Methods and Testbed Development Concerning Internet of Things,.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Survey of Testing Methods and Testbed Development Concerning Internet of Things,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:21:09.323034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.372421Z digest=sha256:0bcbb931ef25cf7123643c5d45b750a415c01fb8dcb2680003578312d56ebacc

Observation 4cd8c949-7fe0-4995-9c85-bdf028d877c4 · outbound

This paper cites Available: https://doi.org/10.1007/s11277-021-09124-5 12.

Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms Available: https://doi.org/10.1007/s11277-021-09124-5 12

Reference 2022

Resolution
verified exact
doi, observed 2026-08-08T13:21:08.409237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T13:21:08.376430Z digest=sha256:3f178b5240a3c40401c4d4de17ac2fb77c0ccf39291ae00c7a2f5557938e2420

Pith citing papers

No inbound Pith citation observations are available.