Paper Citation Record · LEDGER

SPADE: Speculative Decoding for Precise and Low Cost Distributed Edge Cloud Inference

As of 22 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2608.13076.

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

pith.paper-citation-record.v1
2608.13076 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:23:50.751983Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

15 of 15 outbound references displayed

verified exact0
verified fuzzy6
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 462cd428-4fcb-46a2-853d-82212fa0acd8 · outbound

This paper cites Are sixteen heads really better than one?.

SPADE: Speculative Decoding for Precise and Low Cost Distributed Edge Cloud Inference Are sixteen heads really better than one?

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:51.210055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 60ea40c5-1547-4c75-ae43-da03a48849e7 · outbound

This paper cites I-bert: Integer-only bert quantization,.

SPADE: Speculative Decoding for Precise and Low Cost Distributed Edge Cloud Inference I-bert: Integer-only bert quantization,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:50.684753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0781296-9830-4261-a3d6-9873b6244c83 · outbound

This paper cites TinyBERT: Distilling BERT for Natural Language Understanding.

SPADE: Speculative Decoding for Precise and Low Cost Distributed Edge Cloud Inference TinyBERT: Distilling BERT for Natural Language Understanding

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:50.689785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a91e866a-9dbe-4075-8d0e-a80d28ee37a2 · outbound

This paper cites Neurosurgeon: Collaborative intelligence between the cloud and mobile edge,.

SPADE: Speculative Decoding for Precise and Low Cost Distributed Edge Cloud Inference Neurosurgeon: Collaborative intelligence between the cloud and mobile edge,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:51.174612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9c4020e4-aad7-4d2f-8bdf-9d944edb1e59 · outbound

This paper cites Neural compression and filtering for edge-assisted real-time object detection in challenged networks,.

SPADE: Speculative Decoding for Precise and Low Cost Distributed Edge Cloud Inference Neural compression and filtering for edge-assisted real-time object detection in challenged networks,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:51.156688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5251b2db-3995-49c5-938f-01194f34af16 · outbound

This paper cites CeeBERT: Cross-domain inference in early exit BERT,.

SPADE: Speculative Decoding for Precise and Low Cost Distributed Edge Cloud Inference CeeBERT: Cross-domain inference in early exit BERT,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:51.138363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 812521e0-9668-40ad-8ede-683df59f3b2f · outbound

This paper cites Splitee: Early exit in deep neural networks with split computing,.

SPADE: Speculative Decoding for Precise and Low Cost Distributed Edge Cloud Inference Splitee: Early exit in deep neural networks with split computing,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:50.711040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89cb1650-a0bb-4155-a27a-f51f1d0fd960 · outbound

This paper cites I-splitee: Image classi- fication in split computing dnns with early exits,.

SPADE: Speculative Decoding for Precise and Low Cost Distributed Edge Cloud Inference I-splitee: Image classi- fication in split computing dnns with early exits,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:51.116941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b65be7ba-df47-4d22-9a9b-ec47c38dfaf2 · outbound

This paper cites Distributed inference on mobile edge and cloud: An early exit based clustering approach,.

SPADE: Speculative Decoding for Precise and Low Cost Distributed Edge Cloud Inference Distributed inference on mobile edge and cloud: An early exit based clustering approach,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:23:51.094424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 55687964-a304-4702-91dc-45e4facf98c1 · outbound

This paper cites Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding.

SPADE: Speculative Decoding for Precise and Low Cost Distributed Edge Cloud Inference Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:50.726665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa7c938e-c6ef-4562-83e0-d5c1f2cde82b · outbound

This paper cites LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding.

SPADE: Speculative Decoding for Precise and Low Cost Distributed Edge Cloud Inference LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:50.732010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b8160c1-0fe7-44ae-aee3-6d1b304823a5 · outbound

This paper cites Fast inference from trans- formers via speculative decoding,.

SPADE: Speculative Decoding for Precise and Low Cost Distributed Edge Cloud Inference Fast inference from trans- formers via speculative decoding,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:50.737334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d278428-7df2-4b9d-92c8-2a6a8aa6abd0 · outbound

This paper cites Get To The Point: Summarization with Pointer-Generator Networks.

SPADE: Speculative Decoding for Precise and Low Cost Distributed Edge Cloud Inference Get To The Point: Summarization with Pointer-Generator Networks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:50.741841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9292180e-c3ae-4c89-9116-da4a9a5d504b · outbound

This paper cites The llama 3 herd of models,.

SPADE: Speculative Decoding for Precise and Low Cost Distributed Edge Cloud Inference The llama 3 herd of models,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:50.747360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c127a117-a091-4c3a-92ce-b1c725b58780 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

SPADE: Speculative Decoding for Precise and Low Cost Distributed Edge Cloud Inference Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T17:23:50.751983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.