Paper Citation Record · LEDGER

Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees

As of 10 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2607.21623.

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

pith.paper-citation-record.v1
2607.21623 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T08:50:39.168745Z

measured 18 of 18 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

18 of 18 outbound references displayed

verified exact0
verified fuzzy0
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1bcb441b-eb5d-4663-93fb-55289108ad32 · outbound

This paper cites Detection of data drift and outliers affecting machine learning model performance over time.

Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees Detection of data drift and outliers affecting machine learning model performance over time

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:37.847598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 171c6128-b238-4d90-8409-8a72d1b3da64 · outbound

This paper cites On the computational-statistical tradeoff in kernel two-sample testing with random fourier features.arXiv preprint arXiv:2602.09787,.

Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees On the computational-statistical tradeoff in kernel two-sample testing with random fourier features.arXiv preprint arXiv:2602.09787,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:38.116119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60426047-76c1-4370-99a1-2a391c45563f · outbound

This paper cites Machine Learning Operations (MLOps): Overview, Definition, and Architecture.

Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees Machine Learning Operations (MLOps): Overview, Definition, and Architecture

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:38.408509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5d3a4cb-3666-4aa7-96d2-a0d986bde3cc · outbound

This paper cites Holistic Evaluation of Language Models.

Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees Holistic Evaluation of Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:38.556749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f10fb22a-fb8b-41b2-8c29-9997805be9e3 · outbound

This paper cites Victor Quach, Adam Fisch, Tal Schuster, et al.

Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees Victor Quach, Adam Fisch, Tal Schuster, et al

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:38.606138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c3914df-d865-4428-a381-3904f6a48783 · outbound

This paper cites Fairness in Serving Large Language Models.

Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees Fairness in Serving Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:38.683183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb363c6c-7fcd-4bbb-9cf3-a5f02a5f1d1a · outbound

This paper cites TrustLLM: Trustworthiness in Large Language Models.

Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees TrustLLM: Trustworthiness in Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:38.795411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaa831c5-cfcc-4a68-b7d2-850efab322d8 · outbound

This paper cites Energy-conversion device using a quantum engine with the work medium of two-atom entanglement.

Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees Energy-conversion device using a quantum engine with the work medium of two-atom entanglement

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:38.884010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee952174-ff44-44ef-9f58-ebb652743166 · outbound

This paper cites Partial Wasserstein and Maximum Mean Discrepancy distances for bridging the gap between outlier detection and drift detection.

Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees Partial Wasserstein and Maximum Mean Discrepancy distances for bridging the gap between outlier detection and drift detection

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:38.964849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 131d61e9-8a46-4df8-9c74-f07361323bbd · outbound

This paper cites We summarize the key endpoints below.

Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees We summarize the key endpoints below

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:39.168745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3ba5f55-668e-44eb-ae57-3cb7f5ae271a · outbound

This paper cites Training-conditional coverage for distribution-free predictive inference.

Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees Training-conditional coverage for distribution-free predictive inference

Reference 1995

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:38.036441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf78a38d-715c-489a-95f6-564111ca2b9c · outbound

This paper cites Small sample beta correction for conformal prediction.arXiv preprint arXiv:2503.04894,.

Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees Small sample beta correction for conformal prediction.arXiv preprint arXiv:2503.04894,

Reference 2000

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:39.052619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d48e01a-b058-4dc9-8902-226a153f9444 · outbound

This paper cites Maximum Mean Discrepancy on Exponential Windows for Online Change Detection.

Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees Maximum Mean Discrepancy on Exponential Windows for Online Change Detection

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:38.271598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f44c1aa-fbd5-47c6-af45-8604c37df337 · outbound

This paper cites Conformal Prediction with Large Language Models for Multi-Choice Question Answering.

Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees Conformal Prediction with Large Language Models for Multi-Choice Question Answering

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:38.484767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17b1bb41-14e8-4469-b02d-df8d81aa560b · outbound

This paper cites Amazon SageMaker Model Monitor: A System for Real-Time Insights into Deployed Machine Learning Models.

Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees Amazon SageMaker Model Monitor: A System for Real-Time Insights into Deployed Machine Learning Models

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:37.917500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d4ffafe-adb3-4a5f-ac0d-1d5f87603b8e · outbound

This paper cites A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification.

Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:38.002626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbb041d8-8ff0-4cf7-bbd3-ef46fb513bd1 · outbound

This paper cites ElasticRec: A Microservice-based Model Serving Architecture Enabling Elastic Resource Scaling for Recommendation Models.

Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees ElasticRec: A Microservice-based Model Serving Architecture Enabling Elastic Resource Scaling for Recommendation Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:38.196029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d78817b-7cff-4aa3-9fb4-8ba0630a6520 · outbound

This paper cites SuperSONIC: Cloud-Native Infrastructure for ML Inferencing.

Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees SuperSONIC: Cloud-Native Infrastructure for ML Inferencing

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T08:50:38.327892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.