Paper Citation Record · LEDGER

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices

As of 10 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2502.06493.

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

pith.paper-citation-record.v1
2502.06493 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T15:21:25.707796Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

39 of 39 outbound references displayed

verified exact9
verified fuzzy7
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch6

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a7976dd4-fdb4-4a9e-8317-8224da39c3ed · outbound

This paper cites Baciu, J.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Baciu, J

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T15:21:25.588972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e07a7ce-f624-4c40-94fc-1205908c3fe8 · outbound

This paper cites SWITCH: An Exemplar for Evaluating Self-Adaptive ML-Enabled Systems.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices SWITCH: An Exemplar for Evaluating Self-Adaptive ML-Enabled Systems

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T15:21:25.814137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a01d8247-c8c2-4558-bd95-2f2d944eb12d · outbound

This paper cites an unresolved cited work.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T15:21:25.599621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fe90f3b-5a4e-4174-a195-db29aeca3d54 · outbound

This paper cites EcoMLS: A Self-Adaptation Approach for Architecting Green ML-Enabled Systems.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices EcoMLS: A Self-Adaptation Approach for Architecting Green ML-Enabled Systems

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-08T15:21:26.726834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d25802e5-f84e-4220-be44-1de7919ffe17 · outbound

This paper cites Tran, Octavia A.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Tran, Octavia A

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:21:27.008642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9e4d1647-3276-4dd1-ae69-c8adbd507ead · outbound

This paper cites an unresolved cited work.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Unresolved cited work

Reference 8

Resolution: metadata mismatch; raw_fallback, observed 2026-08-08T15:21:26.664491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1ac06fe6-ed80-4983-a927-6de686c522ed · outbound

This paper cites Available: https://www.coral.ai/models/object-detection/?utm source=chatgpt.com, Accessed: Dec.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Available: https://www.coral.ai/models/object-detection/?utm source=chatgpt.com, Accessed: Dec

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:21:26.999264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d8ac3f76-1d65-453c-9c78-1d3a33321093 · outbound

This paper cites an unresolved cited work.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Unresolved cited work

Reference 11

Resolution: verified exact; doi, observed 2026-08-08T15:21:25.783986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 42a7a7bb-af4e-4225-a4cd-1e2261aabb87 · outbound

This paper cites an unresolved cited work.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-08T15:21:26.990712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f997fa17-167e-499a-b30c-9e86219e3d6c · outbound

This paper cites Eryilmaz, F.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Eryilmaz, F

Reference 13

Resolution: metadata mismatch; raw_fallback, observed 2026-08-08T15:21:26.599802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e497910e-c39b-48fb-8bc1-bbce2c0340c0 · outbound

This paper cites an unresolved cited work.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Unresolved cited work

Reference 14

Resolution: verified exact; doi, observed 2026-08-08T15:21:25.803360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e02cf5bd-8395-4a3d-a8b6-278525e12fc4 · outbound

This paper cites Towards Self-Adaptive Machine Learning-Enabled Systems Through QoS-Aware Model Switching.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Towards Self-Adaptive Machine Learning-Enabled Systems Through QoS-Aware Model Switching

Reference 15

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T15:21:25.771064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b00ff093-b579-4b32-9a79-334c92f559ba · outbound

This paper cites M ¨uhlbauer, F.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices M ¨uhlbauer, F

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T15:21:25.641248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c407deff-a4d6-49e7-b886-f8cd20ccfcc8 · outbound

This paper cites an unresolved cited work.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Unresolved cited work

Reference 17

Resolution: verified exact; doi, observed 2026-08-08T15:21:25.759320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f693a560-cfca-4dc0-82f7-fda43e19ff1f · outbound

This paper cites Test-Time Model Adaptation with Only Forward Passes.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Test-Time Model Adaptation with Only Forward Passes

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T15:21:25.646752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52f1f77d-a204-426f-b219-a46bc62e4de3 · outbound

This paper cites Zhang, N.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Zhang, N

Reference 19

Resolution: metadata mismatch; raw_fallback, observed 2026-08-08T15:21:26.461580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fdfc83e7-9477-493d-8a9c-778c93705ce5 · outbound

This paper cites an unresolved cited work.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Unresolved cited work

Reference 20

Resolution: metadata mismatch; raw_fallback, observed 2026-08-08T15:21:26.350310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b75bcefd-01af-4c6a-954e-9f037e5a801b · outbound

This paper cites an unresolved cited work.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T15:21:25.655322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5398665-e568-4332-bc4c-1197c071b1a1 · outbound

This paper cites Gheibi, D.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Gheibi, D

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T15:21:25.658017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd4be5ab-7ff0-4253-b980-8f49e3ac0af0 · outbound

This paper cites Casimiro, D.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Casimiro, D

Reference 23

Resolution: verified exact; doi, observed 2026-08-08T15:21:25.744778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8abd70ef-a9fa-4db8-953c-4f0b938e52b1 · outbound

This paper cites Available: https://developer.android.com/studio.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Available: https://developer.android.com/studio

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:21:26.981806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation da765c45-1d6f-4259-874f-1d71405bcbdc · outbound

This paper cites Energy and Policy Considerations for Deep Learning in NLP.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Energy and Policy Considerations for Deep Learning in NLP

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T15:21:25.665987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99fb7d8d-5fee-4fc5-8366-b304aa2a4784 · outbound

This paper cites Self-adaptive systems: A system- atic literature review across categories and domains,.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Self-adaptive systems: A system- atic literature review across categories and domains,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:21:26.973078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3cf1ec15-effe-46a3-925b-927e5395edef · outbound

This paper cites A Synthesis of Green Architectural Tactics for ML-Enabled Systems.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices A Synthesis of Green Architectural Tactics for ML-Enabled Systems

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-08T15:21:26.183815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9661e8db-c1cc-4edd-b860-69941624436f · outbound

This paper cites An energy-aware approach to design self-adaptive ai-based applications on the edge,.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices An energy-aware approach to design self-adaptive ai-based applications on the edge,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:21:26.963611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 40c2d3fd-6d96-47f4-be0f-777de3171aff · outbound

This paper cites Huang, V.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Huang, V

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T15:21:25.677618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 761f875a-82c6-4e03-8b71-0caf6535a8a0 · outbound

This paper cites Kotar and R.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Kotar and R

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T15:21:25.680491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00ee3b0c-d290-4b90-ac4c-e31c51983947 · outbound

This paper cites an unresolved cited work.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-08T15:21:26.954173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9c3cb7fb-3ac5-4c95-9055-b46b0efbe8fa · outbound

This paper cites Zhang, Z.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Zhang, Z

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:21:26.945040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation df8d4434-0eaa-4e10-9346-66580d62bae9 · outbound

This paper cites Goyal and J.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Goyal and J

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:21:26.935616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 57f507f7-99a3-4096-809d-690170ccc250 · outbound

This paper cites an unresolved cited work.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-08T15:21:26.925956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b6a22f8b-bc17-452d-9d85-335515faeaa8 · outbound

This paper cites an unresolved cited work.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T15:21:25.693967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abf99925-dc68-400e-9ae6-396da14b7139 · outbound

This paper cites an unresolved cited work.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-08T15:21:26.916427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c488c10a-33a5-45cf-b692-5ffdf982b1f3 · outbound

This paper cites A Comprehensive Evaluation of Deep Learning Object Detection Models on Heterogeneous Edge Devices.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices A Comprehensive Evaluation of Deep Learning Object Detection Models on Heterogeneous Edge Devices

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-08T15:21:25.794957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f4a92780-e3eb-4126-891d-dab85ba6083d · outbound

This paper cites an unresolved cited work.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Unresolved cited work

Reference 38

Resolution: verified exact; doi, observed 2026-08-08T15:21:25.731134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b729871f-dddd-48f6-acaf-456e0685621c · outbound

This paper cites Thadikamalla and P.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Thadikamalla and P

Reference 39

Resolution: verified exact; raw_fallback, observed 2026-08-08T15:21:25.960104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4185f925-971f-40d6-ad06-3dea6e4a109e · outbound

This paper cites an unresolved cited work.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Unresolved cited work

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-08T15:21:25.699398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f7fd1ff-bc96-4377-a0e9-db6885d81b18 · outbound

This paper cites an unresolved cited work.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Unresolved cited work

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-08T15:21:25.629738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0bdbc7d-cb36-47e4-8d0e-abe8115c2080 · outbound

This paper cites an unresolved cited work.

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices Unresolved cited work

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-08T15:21:25.612372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.