Paper Citation Record · LEDGER

AdaServe: Accelerating Multi-SLO LLM Serving with SLO-Customized Speculative Decoding

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2501.12162.

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

pith.paper-citation-record.v1
2501.12162 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:14:54.845630Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T00:24:04.305830Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 4aace16e-ebb0-400d-9d31-96c44e5694fe · inbound

From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs cites this paper.

From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs AdaServe: Accelerating Multi-SLO LLM Serving with SLO-Customized Speculative Decoding

Reference 125

Resolution: verified exact; arxiv_id, observed 2026-05-17T11:05:09.853249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aae5d117-b459-44fc-a0df-b8277c46f359 · inbound

Utility-Driven Speculative Decoding for Mixture-of-Experts cites this paper.

Utility-Driven Speculative Decoding for Mixture-of-Experts AdaServe: Accelerating Multi-SLO LLM Serving with SLO-Customized Speculative Decoding

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T00:14:54.845630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5ae9cde-a63b-4669-ae61-f28a8dab7742 · inbound

Collaborative Inference and Learning between Edge SLMs and Cloud LLMs: A Survey of Algorithms, Execution, and Open Challenges cites this paper.

Collaborative Inference and Learning between Edge SLMs and Cloud LLMs: A Survey of Algorithms, Execution, and Open Challenges AdaServe: Accelerating Multi-SLO LLM Serving with SLO-Customized Speculative Decoding

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T15:06:47.960865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9560cedb-568d-41d3-afb4-b30209e55e71 · inbound

SuperInfer: SLO-Aware Rotary Scheduling and Memory Management for LLM Inference on Superchips cites this paper.

SuperInfer: SLO-Aware Rotary Scheduling and Memory Management for LLM Inference on Superchips AdaServe: Accelerating Multi-SLO LLM Serving with SLO-Customized Speculative Decoding

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-21T15:30:17.977958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6722a6bf-1307-4619-a1e6-304ebba110c7 · inbound

MineDraft: A Framework for Batch Parallel Speculative Decoding cites this paper.

MineDraft: A Framework for Batch Parallel Speculative Decoding AdaServe: Accelerating Multi-SLO LLM Serving with SLO-Customized Speculative Decoding

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T21:14:48.629742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e021acf-ec94-43f0-ad98-bddc56040aaa · inbound

Cloud-native and Distributed Systems for Efficient and Scalable Large Language Models -- A Research Agenda cites this paper.

Cloud-native and Distributed Systems for Efficient and Scalable Large Language Models -- A Research Agenda AdaServe: Accelerating Multi-SLO LLM Serving with SLO-Customized Speculative Decoding

Reference 79

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:31:30.784210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dabdead1-cca5-4f88-b5b4-9b8fcd46bc27 · inbound

FASER: Fine-Grained Phase Management for Speculative Decoding in Dynamic LLM Serving cites this paper.

FASER: Fine-Grained Phase Management for Speculative Decoding in Dynamic LLM Serving AdaServe: Accelerating Multi-SLO LLM Serving with SLO-Customized Speculative Decoding

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-09T22:59:17.704940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5648bcaf-9149-4720-a19c-7141d5db253f · inbound

Coral: Cost-Efficient Multi-LLM Serving over Heterogeneous Cloud GPUs cites this paper.

Coral: Cost-Efficient Multi-LLM Serving over Heterogeneous Cloud GPUs AdaServe: Accelerating Multi-SLO LLM Serving with SLO-Customized Speculative Decoding

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:01:07.087778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c8f10b5b-eab2-45a4-8e9f-af97cd7c8db6 · inbound

Regulating Branch Parallelism in LLM Serving cites this paper.

Regulating Branch Parallelism in LLM Serving AdaServe: Accelerating Multi-SLO LLM Serving with SLO-Customized Speculative Decoding

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:50:58.328653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c93f4313-07d0-48b5-b1c2-56bc619e7ef3 · inbound

Optimus: Elastic Decoding for Efficient Diffusion LLM Serving cites this paper.

Optimus: Elastic Decoding for Efficient Diffusion LLM Serving AdaServe: Accelerating Multi-SLO LLM Serving with SLO-Customized Speculative Decoding

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-06-30T00:24:04.307474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6966aa44-9947-4cbb-85b0-c6916ee00f94 · inbound

DeltaServe: Host-Agnostic Co-Serving of Inference and Fine-Tuning for LLMs cites this paper.

DeltaServe: Host-Agnostic Co-Serving of Inference and Fine-Tuning for LLMs AdaServe: Accelerating Multi-SLO LLM Serving with SLO-Customized Speculative Decoding

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T01:35:54.834934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.