Paper Citation Record · LEDGER

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS

As of 18 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 1 inbound Pith citation observation for arXiv:2506.04902.

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

pith.paper-citation-record.v1
2506.04902 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:34:29.893310Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:05:30.909117Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T23:05:31.332080Z

Reference resolution

39 of 39 outbound references displayed

verified exact0
verified fuzzy34
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 405ddd83-2801-499b-8998-7b897902f60d · outbound

This paper cites Artificial intelligence (AI) and internet of things (IoT) in healthcare: Opportunities and challenges.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Artificial intelligence (AI) and internet of things (IoT) in healthcare: Opportunities and challenges

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:37.712043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ff5050df-d008-4011-8f1d-d766869a79eb · outbound

This paper cites Microservices: yesterday, today, and tomorrow.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Microservices: yesterday, today, and tomorrow

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:37.591961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 46fc2abc-8cd9-4bdf-8a65-39c4ceaf2aac · outbound

This paper cites Se rverless computing: Current trends and open problems.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Se rverless computing: Current trends and open problems

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:37.390342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation df8d6caf-1935-4f65-9e8e-8c1056879711 · outbound

This paper cites A serverless real -time data analytics platform for edge computing.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS A serverless real -time data analytics platform for edge computing

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:37.121567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c3f5b96d-cda1-4776-ac34-e56864fa3091 · outbound

This paper cites Kubernetes scheduling: Taxonomy, ongoing issues and challenges.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Kubernetes scheduling: Taxonomy, ongoing issues and challenges

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:36.835788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 02577906-a6f7-4d79-9961-1ab4610480d4 · outbound

This paper cites Container ‐based cluster orchestration systems: A taxonomy and future directions.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Container ‐based cluster orchestration systems: A taxonomy and future directions

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:36.496413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 028600c5-af35-4de2-9018-f2e4b6917f5b · outbound

This paper cites Technological drivers in data centers and telecom systems: Multiscale thermal, electrical, and energy management.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Technological drivers in data centers and telecom systems: Multiscale thermal, electrical, and energy management

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:36.154305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 99b92b5e-e06c-45e8-bdbe-54732fb51c6f · outbound

This paper cites On global electricity usage of communication technology: trends to 2030.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS On global electricity usage of communication technology: trends to 2030

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:35.718015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f6f5d3ab-3f67-4546-9549-5e65a7bafd91 · outbound

This paper cites A survey and taxonomy of energy efficient resource management techniques in platform as a service cloud.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS A survey and taxonomy of energy efficient resource management techniques in platform as a service cloud

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:35.516193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 456ff8ff-4971-43d7-8e82-493e2654901e · outbound

This paper cites Energy -aware metaheuristic algorithm for industrial - Internet-of-Things task scheduling problems in fog computi ng applications.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Energy -aware metaheuristic algorithm for industrial - Internet-of-Things task scheduling problems in fog computi ng applications

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:35.234970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4e1a938d-8939-49de-bf9f-a70cf6668650 · outbound

This paper cites Quality -of-service in cloud computing: modeling techniques and their applications.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Quality -of-service in cloud computing: modeling techniques and their applications

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:35.058075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6277afca-4f32-4d32-a7b2-3855e073bc55 · outbound

This paper cites Resource optimization of container orchestration: a case study in multi -cloud microservices-based applications.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Resource optimization of container orchestration: a case study in multi -cloud microservices-based applications

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:34.858607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0bb95df4-3bff-4260-ad7e-4787fa482ad5 · outbound

This paper cites O'Reilly Media, Inc.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS O'Reilly Media, Inc

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:34.711076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5ff7423f-c7ba-4ef2-ae7f-8f04946a86de · outbound

This paper cites An optimal network-aware scheduling technique for distributed deep learning in distributed HPC platforms.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS An optimal network-aware scheduling technique for distributed deep learning in distributed HPC platforms

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:34.503529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1245f0f8-ab77-4152-9cd6-d5b665454032 · outbound

This paper cites Kube -scheduler.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Kube -scheduler

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:34.268315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c55ecb8f-266e-4fa3-a2d8-565af01d1d23 · outbound

This paper cites EIS: Edge Information - Aware Scheduler for Containerized IoT Applications.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS EIS: Edge Information - Aware Scheduler for Containerized IoT Applications

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:34.034310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d819b213-d389-4cae-829b-e65fc4741f66 · outbound

This paper cites Geo -distributed efficient deployment of containers with kubernetes.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Geo -distributed efficient deployment of containers with kubernetes

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:33.836300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8512a32f-2c55-4581-ac11-eed071d131d6 · outbound

This paper cites KCSS: Kubernetes container scheduling strategy.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS KCSS: Kubernetes container scheduling strategy

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:33.703283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2b2641dc-227d-4f13-bed5-0516f00923e8 · outbound

This paper cites Container Scheduling Using TOPSIS Algorithm.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Container Scheduling Using TOPSIS Algorithm

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:33.565108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8cf224cf-1174-4de0-97f3-19454c090294 · outbound

This paper cites VIKOR and its applications: A state -of-the-art s urvey.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS VIKOR and its applications: A state -of-the-art s urvey

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:33.442303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6edd733b-61f8-4d84-b16e-a4ccc8fc9a9a · outbound

This paper cites A hybrid group multi-criteria approach based on SAW, TOPSIS, VIKOR, and COPRAS methods for complex IoT selection problems.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS A hybrid group multi-criteria approach based on SAW, TOPSIS, VIKOR, and COPRAS methods for complex IoT selection problems

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:33.308034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c5e48ef9-0fd1-4893-99ee-ff0ace67b630 · outbound

This paper cites Metric Impact Towards Carbon -Aware Multi -domain Network Orchestration.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Metric Impact Towards Carbon -Aware Multi -domain Network Orchestration

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:33.142650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f68e587b-8b1a-4735-985a-b5ccc6aa6ff9 · outbound

This paper cites Minimizing communication traffic in data centers with power-aware VM placement.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Minimizing communication traffic in data centers with power-aware VM placement

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:32.946450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ad4aabbe-6ebb-4d92-bf84-331c9d17ffef · outbound

This paper cites Container -based orchestration in cloud: state of the art and challenges.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Container -based orchestration in cloud: state of the art and challenges

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:32.795531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d6ca2218-4611-4e29-a43c-9cb2e32d7810 · outbound

This paper cites Energy aware scheduling of deadline-constrained tasks in cloud computing.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Energy aware scheduling of deadline-constrained tasks in cloud computing

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:32.668539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 904fe390-2491-4e6e-8705-612bc94a54b2 · outbound

This paper cites Gaia scheduler: A kubernete s-based scheduler framework.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Gaia scheduler: A kubernete s-based scheduler framework

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:32.531012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c630168c-0cc3-4d0a-a15f-652285fdae63 · outbound

This paper cites FaasHouse: sustainable serverless edge computing through energy -aware resource scheduling.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS FaasHouse: sustainable serverless edge computing through energy -aware resource scheduling

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:32.369435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ddc4bf1a-13d4-4ebf-8f0c-64de187315ae · outbound

This paper cites A framework and algorithm fo r energy efficient container consolidation in cloud data centers.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS A framework and algorithm fo r energy efficient container consolidation in cloud data centers

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:32.224609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b41bbbb0-ba3c-41e6-bf59-24b2710b0d51 · outbound

This paper cites Towards end-to-end resource p rovisioning in fog computing over low power wide area networks.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Towards end-to-end resource p rovisioning in fog computing over low power wide area networks

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:32.088157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 344bdab9-1509-467e-9118-cf46e2ece4c8 · outbound

This paper cites Carbon emission-aware job scheduling for Kubernetes deployments.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Carbon emission-aware job scheduling for Kubernetes deployments

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:31.839164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 73e9105b-448b-4ec0-939a-233150e249e2 · outbound

This paper cites How do ML jobs fail in datacenters? Analysis of a long -term dataset from an HPC cluster.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS How do ML jobs fail in datacenters? Analysis of a long -term dataset from an HPC cluster

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:31.697928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 84159d35-e2f9-430b-a9aa-0f6b789fee2e · outbound

This paper cites Data center energy consumption modeling: A survey.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Data center energy consumption modeling: A survey

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:31.473889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9f3af5b2-bd93-42ae-976d-aa2ca88cdeb0 · outbound

This paper cites an unresolved cited work.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:34:31.199583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a46b7d58-f685-4a7d-8157-28d231b91f2d · outbound

This paper cites an unresolved cited work.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:34:30.999857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bd340256-a671-4b3d-ad15-5d71aa8ca313 · outbound

This paper cites an unresolved cited work.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:34:30.831311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 35e84cb3-5841-4f7f-8432-87f1b1db8248 · outbound

This paper cites an unresolved cited work.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:34:30.618575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 14a74371-6aa6-47a9-b7c6-10c717e5202c · outbound

This paper cites K -Tahp: A Kubernetes Load Balancing Strategy base on TOPSIS+AHP.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS K -Tahp: A Kubernetes Load Balancing Strategy base on TOPSIS+AHP

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:30.471432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1af87b00-ef5b-4e48-adb9-f84ea3dc91f2 · outbound

This paper cites Multi Criteria Based Container Management in a Geo -Distributed Cluster.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Multi Criteria Based Container Management in a Geo -Distributed Cluster

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:34:30.290934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5c01a952-2970-4a7a-98d8-208852fa55bb · outbound

This paper cites an unresolved cited work.

Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:34:30.115889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 804c251f-9763-4d9c-b149-759f69921a9e · inbound

A Survey on Task Scheduling in Carbon-Aware Container Orchestration cites this paper.

A Survey on Task Scheduling in Carbon-Aware Container Orchestration Energy-Optimized Scheduling for AIoT Workloads Using TOPSIS

Reference 107

Resolution: verified exact; local_arxiv, observed 2026-08-05T23:05:31.335008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.