Paper Citation Record · LEDGER

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers

As of 19 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2506.01712.

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

pith.paper-citation-record.v1
2506.01712 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:40:09.900223Z

measured 30 of 30 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 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

30 of 30 outbound references displayed

verified exact4
verified fuzzy20
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d4e6d815-32b0-4ec7-9897-613cc0acbebe · outbound

This paper cites Sustainable ai: Environmental implications, challenges and opportunities,.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Sustainable ai: Environmental implications, challenges and opportunities,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:40:58.439860Z

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 47239fee-2c5f-42e1-96d7-d99f34e4ffb3 · outbound

This paper cites Chasing carbon: The elusive environmental foot- print of computing,.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Chasing carbon: The elusive environmental foot- print of computing,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:40:58.289351Z

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 5fd46572-c27a-4e3f-acfe-c1de09bcdfb9 · outbound

This paper cites Act: Designing sustainable computer systems with an architectural carbon modeling tool,.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Act: Designing sustainable computer systems with an architectural carbon modeling tool,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:40:58.150437Z

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 ac73c6f9-76a0-4659-a42c-be54f87f7b84 · outbound

This paper cites Offline energy-optimal llm serving: Workload-based energy models for llm inference on heterogeneous systems,.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Offline energy-optimal llm serving: Workload-based energy models for llm inference on heterogeneous systems,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:40:58.089287Z

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 d89b5db9-8d7e-43e3-9619-498c610e0578 · outbound

This paper cites Clover: Toward sustainable ai with carbon-aware machine learning inference service,.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Clover: Toward sustainable ai with carbon-aware machine learning inference service,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:40:58.052223Z

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 1433d673-a860-40f8-9f38-54242f7a1138 · outbound

This paper cites GreenLLM: Disaggregating Large Language Model Serving on Heterogeneous GPUs for Lower Carbon Emissions.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers GreenLLM: Disaggregating Large Language Model Serving on Heterogeneous GPUs for Lower Carbon Emissions

Reference 6

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Source-reported events for the cited work

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Observation 7c912e03-1265-492a-8c6f-04a9627c7a15 · outbound

This paper cites GreenScale: Carbon-Aware Systems for Edge Computing.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers GreenScale: Carbon-Aware Systems for Edge Computing

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T11:39:51.667156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b30c03c7-b037-462b-9eb6-cf84d54574c4 · outbound

This paper cites EcoServe: Designing Carbon-Aware AI Inference Systems.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers EcoServe: Designing Carbon-Aware AI Inference Systems

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:39:51.789183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0297fe0f-249d-4b97-b66c-a4c3dada265d · outbound

This paper cites Carbonedge: Leveraging mesoscale spatial carbon- intensity variations for low carbon edge computing,.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Carbonedge: Leveraging mesoscale spatial carbon- intensity variations for low carbon edge computing,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:39:51.881165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9376dd9-cb92-4a77-838d-1f2fe579700c · outbound

This paper cites CarbonCP: Carbon-Aware DNN Partitioning with Conformal Prediction for Sustainable Edge Intelligence.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers CarbonCP: Carbon-Aware DNN Partitioning with Conformal Prediction for Sustainable Edge Intelligence

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:39:51.998125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a6993c0-9b0f-4a66-bc15-92ae31a1af9b · outbound

This paper cites Exploring the efficiency of renewable energy-based modular data centers at scale,.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Exploring the efficiency of renewable energy-based modular data centers at scale,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:40:57.907904Z

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 f14affd0-164a-41b2-b09e-2b68487c0ad6 · outbound

This paper cites Carbon explorer: A holistic framework for designing carbon aware datacenters,.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Carbon explorer: A holistic framework for designing carbon aware datacenters,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:40:57.829382Z

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 9b37f691-6d00-4c67-9786-d69942192f89 · outbound

This paper cites Cordoba: Carbon-efficient optimization framework for computing systems,.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Cordoba: Carbon-efficient optimization framework for computing systems,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:40:57.754771Z

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 f1d1327a-f594-46de-89fc-0b34411c4c8c · outbound

This paper cites Adaptive capacity provisioning for carbon-aware data centers: a digital twin-based approach,.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Adaptive capacity provisioning for carbon-aware data centers: a digital twin-based approach,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:40:57.514951Z

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 f40bfff4-2dc5-4d46-81aa-8a7bc77535b0 · outbound

This paper cites Carbon and Reliability-Aware Computing for Heterogeneous Data Centers.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Carbon and Reliability-Aware Computing for Heterogeneous Data Centers

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:40:11.978268Z

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 e520353f-7f67-4538-a1cf-3f3a4ace47ec · outbound

This paper cites Carbon-aware design of dnn accelerators: Bridging performance and sustainability,.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Carbon-aware design of dnn accelerators: Bridging performance and sustainability,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:40:55.994866Z

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 6d72afad-ca99-412d-b0e4-78700ab57e1c · outbound

This paper cites Eyeriss: An energy-efficient reconfigurable accelerator for deep convolutional neural networks,.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Eyeriss: An energy-efficient reconfigurable accelerator for deep convolutional neural networks,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:40:55.914402Z

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 a4cd6ec4-b634-415b-bc85-0863543a28e1 · outbound

This paper cites Late breaking results: Leveraging approximate computing for carbon-aware dnn accelerators,.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Late breaking results: Leveraging approximate computing for carbon-aware dnn accelerators,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:40:55.541237Z

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 93f7a6e2-5d2d-430d-9414-f426c47642f6 · outbound

This paper cites Approxtrain: Fast simulation of approximate multipliers for dnn training and inference,.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Approxtrain: Fast simulation of approximate multipliers for dnn training and inference,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:40:53.229938Z

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 aea37da5-0425-497b-892b-f14bf8e6becf · outbound

This paper cites Three-dimensional stacked neural network accelerator architectures for ar/vr applications,.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Three-dimensional stacked neural network accelerator architectures for ar/vr applications,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:40:36.103000Z

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 7f0f3fbd-b99c-4e61-84e9-f01a7059c318 · outbound

This paper cites Carbon-Efficient 3D DNN Acceleration: Optimizing Performance and Sustainability.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Carbon-Efficient 3D DNN Acceleration: Optimizing Performance and Sustainability

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:40:11.882688Z

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 c33f1e69-0dc0-427f-b17a-45c5b19330a2 · outbound

This paper cites an unresolved cited work.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:40:35.988539Z

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 033989be-f3aa-44d2-aad4-5b7dc5dc2864 · outbound

This paper cites Mapformer: Attention-based multi- dnn manager for throughout & power co-optimization on embedded devices,.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Mapformer: Attention-based multi- dnn manager for throughout & power co-optimization on embedded devices,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:40:35.799579Z

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 59a22316-5a7c-48ce-b009-bbf6a27a7ca2 · outbound

This paper cites Ecomap: Sustainability-Driven Optimization of Multi-Tenant DNN Execution on Edge Servers.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Ecomap: Sustainability-Driven Optimization of Multi-Tenant DNN Execution on Edge Servers

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:40:11.701215Z

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 a132da5e-43ac-4e16-8955-433672b09a9c · outbound

This paper cites Energy-aware dnn task scheduling with dynamic batch- ing and frequency adjustment,.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Energy-aware dnn task scheduling with dynamic batch- ing and frequency adjustment,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:40:32.879673Z

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 dd68601a-5ae5-49aa-8621-99292003ac4f · outbound

This paper cites CarbonCall: Sustainability-Aware Function Calling for Large Language Models on Edge Devices.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers CarbonCall: Sustainability-Aware Function Calling for Large Language Models on Edge Devices

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:40:10.031830Z

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 77a844a5-f105-471c-8c31-dc07664afbaf · outbound

This paper cites Digamma: Domain-aware genetic algorithm for hw- mapping co-optimization for dnn accelerators,.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Digamma: Domain-aware genetic algorithm for hw- mapping co-optimization for dnn accelerators,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:40:24.130873Z

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 41c85ff6-ed18-4e84-b543-6a18a4d8c8a0 · outbound

This paper cites Omniboost: Boosting throughput of heterogeneous embedded devices under multi-dnn workload,.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Omniboost: Boosting throughput of heterogeneous embedded devices under multi-dnn workload,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:40:23.397710Z

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 db9f2eb8-19a1-4196-a966-1914f2c94df8 · outbound

This paper cites Gorilla: Large language model connected with massive apis,.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Gorilla: Large language model connected with massive apis,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:40:12.312411Z

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 3b3a95ba-a52e-42dc-977e-172e1562ba9a · outbound

This paper cites Less is more: Optimizing function calling for llm execution on edge devices,.

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers Less is more: Optimizing function calling for llm execution on edge devices,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:40:12.167010Z

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

No inbound Pith citation observations are available.