Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:04:00.018717Z
Paper Citation Record · LEDGER
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving
As of 9 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 4 inbound Pith citation observations for arXiv:2507.06608.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T23:39:07.565606Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T06:07:40.898496Z
Reference resolution
73 of 73 outbound references displayed
- verified exact1
- verified fuzzy4
- unresolved66
- parse uncertain0
- malformed identifier2
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 338ac59a-682f-4d35-a0bd-f61151c6836f · outbound
This paper cites Gulavani, Alexey Tumanov, and Ramachandran Ramjee.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Gulavani, Alexey Tumanov, and Ramachandran Ramjee
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:04:11.736596Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 84795861-3685-46e1-a282-9936e2c205ca · outbound
This paper cites Qwen Technical Report.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Qwen Technical Report
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:49.510221Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9489a20a-c752-4609-9e00-7dcc9544f230 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:11.486129Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fbdc4538-9768-4d91-89b5-e62fdd8c1426 · outbound
This paper cites Language Models are Few-Shot Learners.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Language Models are Few-Shot Learners
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:49.883433Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d109e774-c7f5-420f-bc48-17ef72bbf806 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:11.246819Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e2c367d1-b663-449a-af25-e5c17d432e4f · outbound
This paper cites Do Large Language Models Need a Content Delivery Network?.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Do Large Language Models Need a Content Delivery Network?
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:50.191169Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8228452-758c-4729-a896-14aa2623a3b0 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:10.912794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2520886e-153b-45a2-8cf0-78bea8e97e36 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:10.665316Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fba74610-43a8-4058-86a1-b9f02f9a1602 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:10.376948Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 89ad9752-e6c8-4cd4-8cde-f27ca7f5fc7f · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:10.110853Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3faef791-674e-49bb-95a5-a6a03096a9ee · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:51.173248Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df4bd1e9-ae11-4002-be56-a4053e95ceb2 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:09.789661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b9085ef6-2eb0-467e-8b1e-315fa0a65278 · outbound
This paper cites The Llama 3 Herd of Models.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving The Llama 3 Herd of Models
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:51.523654Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4038bd45-7ff2-4fbe-afb2-47d4fdaca41f · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:09.532396Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f61bf53d-a664-456e-b84d-0a79e29da4a7 · outbound
This paper cites 2023.Amazon Found Every 100ms of Latency Cost them 1% in Sales.https://www.gigaspaces.com/blog/amazon-found-every- 100ms-of-latency-cost-them-1-in-salesAccessed: 2025-05-28.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving 2023.Amazon Found Every 100ms of Latency Cost them 1% in Sales.https://www.gigaspaces.com/blog/amazon-found-every- 100ms-of-latency-cost-them-1-in-salesAccessed: 2025-05-28
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:04:09.286762Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9a79cb2d-b83d-473c-8ad0-b0c9181ed04f · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:52.061942Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44f04314-4f26-43e9-8ca0-e57f277068cb · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:08.947581Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fab68d91-9ac4-4ab2-b723-23d813a0928f · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:52.402578Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82245741-c021-40c4-8f19-0286ccfbef88 · outbound
This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:52.557111Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 476b1acb-ffb8-4166-b714-e13be606dffe · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:08.718233Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fd7d91d0-44e7-4401-95ab-fb53c88276eb · outbound
This paper cites semi-PD: Towards Efficient LLM Serving via Phase-Wise Disaggregated Computation and Unified Storage.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving semi-PD: Towards Efficient LLM Serving via Phase-Wise Disaggregated Computation and Unified Storage
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:52.902518Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f148349-ce14-4b64-8106-9106552df42e · outbound
This paper cites Inference without Interference: Disaggregate LLM Inference for Mixed Downstream Workloads.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Inference without Interference: Disaggregate LLM Inference for Mixed Downstream Workloads
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:53.051327Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8bba5241-8d10-445c-bf9e-e76c27467558 · outbound
This paper cites Kamath, Ramya Prabhu, Jayashree Mohan, Simon Peter, Ramachandran Ramjee, and Ashish Panwar.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Kamath, Ramya Prabhu, Jayashree Mohan, Simon Peter, Ramachandran Ramjee, and Ashish Panwar
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:53.207078Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83d732ee-6279-481a-ac41-5c63f96ad675 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:53.363867Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e485f8f8-5398-4ad0-893f-69dc854f9fcd · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:08.425322Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ab36e2cd-84c7-461b-a318-962b2eadc62e · outbound
This paper cites DeepSeek-V3 Technical Report.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving DeepSeek-V3 Technical Report
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:54.059640Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14fa65db-8dae-4679-ae49-2d9fb31f77c1 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:54.252342Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b9fd67d-b60b-4a73-8615-a3cede4c2c89 · outbound
This paper cites arXiv:2504.19516 [cs.DC]https:// arxiv.org/abs/2504.19516.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving arXiv:2504.19516 [cs.DC]https:// arxiv.org/abs/2504.19516
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:53.849594Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e550a0e-44b1-4e96-a1dc-7180d7205cc5 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:54.532273Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2cc7525e-a3b5-4822-a188-fd9469b3a89a · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:07.824320Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4dc625e5-7919-431a-9372-cb5fb079e2c6 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:08.122381Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0341b78a-2809-4d17-9d73-6c694c8e1b5f · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:07.531451Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 357a2d89-9797-4c1d-a41a-59ca630c5b28 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:07.271974Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 379a4380-abc8-484c-bef8-3df4665291fa · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:54.844157Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e432d991-c8ce-4d9d-bfb3-1d0cc699e9e2 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:06.825929Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bf72e16b-9bfa-41bf-8963-5629e50af8df · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:06.546283Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0e9a40cf-b2d4-41d8-acbf-98f36c9b9e82 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:07.073341Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 43083630-f123-4726-988b-8ad9c6431e63 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 39
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-06T19:03:55.779394Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation acf75792-50d4-44f1-94cc-725cb077c48f · outbound
This paper cites GPT-4 Technical Report.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving GPT-4 Technical Report
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:55.916753Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcdf12a6-12e0-4117-8a08-a693da0fa9d8 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:06.242356Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0b6d9e27-2d37-4421-85e8-42c30561b000 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:56.139036Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc1e240a-daf9-403d-bb9e-77cf95a5cc7d · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:05.604874Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5e67b348-d6e0-4c1f-96e4-e5e0ab6e8162 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:05.939629Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6a4b2725-bb70-41fd-b78d-04f6e1ab51cc · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:56.686325Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60410545-a773-4b16-95b1-32fc83e05e64 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:05.069178Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1ef2e1ec-ed26-4738-9503-29f1e1160c44 · outbound
This paper cites Gonzalez, and Ion Stoica.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Gonzalez, and Ion Stoica
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:04:04.842322Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6373584b-1483-4fa2-96f7-46214218cb5b · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:05.336503Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 20fefb6d-eb13-4f2f-9d81-498c9956a2b3 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:57.233230Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98935549-5dcc-4674-9567-4c4fc2617f63 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:04.598001Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9328e727-9bcd-4b66-a854-94cd0e4e7ce6 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:04.346503Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 914c9eb8-8f75-475d-8c57-35b59e533f5e · outbound
This paper cites Preble: Efficient Distributed Prompt Scheduling for LLM Serving.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Preble: Efficient Distributed Prompt Scheduling for LLM Serving
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:57.101107Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09a61544-afd7-4c8f-9749-39548c2ed5ef · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:03.818694Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f645e1bd-897d-4f45-bcac-bab857170173 · outbound
This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Gomez, Lukasz Kaiser, and Illia Polosukhin
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:04:03.543498Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 81fdbb97-0a95-4613-8daa-eefad67f0317 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:03.219656Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6784f347-aede-4aac-903a-49029752aa6f · outbound
This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Kimi k1.5: Scaling Reinforcement Learning with LLMs
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:57.605849Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 640876cc-0e1a-49d7-8f3d-8721163250a1 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:04.126560Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation eb3a8150-5dbd-426b-8292-69ee78cee1f5 · outbound
This paper cites Qwen3 Technical Report.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Qwen3 Technical Report
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:58.507968Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db0b4271-7b89-402b-9261-07051ce187e1 · outbound
This paper cites Qwen2.5 Technical Report.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Qwen2.5 Technical Report
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:58.622896Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7dc183ed-5565-4bb9-beb1-5f588b8fee2d · outbound
This paper cites CacheBlend: Fast Large Language Model Serving for RAG with Cached Knowledge Fusion.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving CacheBlend: Fast Large Language Model Serving for RAG with Cached Knowledge Fusion
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:58.768555Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 222941a3-4027-496c-b9d8-bddb8dc2bde2 · outbound
This paper cites Fast Distributed Inference Serving for Large Language Models.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Fast Distributed Inference Serving for Large Language Models
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:58.274083Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d49a8f5f-e8a9-48fd-a17b-81ddcefca7f6 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:02.910222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c13ea7ff-6824-42c7-b1b2-8e0ab499dd84 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:59.157228Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94c17921-321e-4b32-868e-d42da56c5145 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:02.348232Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation dc8fc7bb-2538-4f7f-b1ec-6ccd308ef320 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:59.420592Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f8bc3fc-5475-47bf-b506-3556af9a1f0e · outbound
This paper cites FlashInfer: Efficient and Customizable Attention Engine for LLM Inference Serving.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving FlashInfer: Efficient and Customizable Attention Engine for LLM Inference Serving
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:58.879397Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 690619c1-3fe7-41e6-91dd-b82600bce5d1 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:02.625783Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0d7c2f59-f5eb-48c7-b152-45a7191492f0 · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:01.891298Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d4f400db-7cdb-4c9a-a6fb-2177cc26c0ca · outbound
This paper cites SGLang: Efficient Execution of Structured Language Model Programs.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving SGLang: Efficient Execution of Structured Language Model Programs
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:59.548009Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19dca056-fc0a-465f-9aeb-93281f4a7b8c · outbound
This paper cites an unresolved cited work.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving Unresolved cited work
Reference 72
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:04:02.084309Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a275db72-d7ee-4520-bd53-7035783ed824 · outbound
This paper cites NanoFlow: Towards Optimal Large Language Model Serving Throughput.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving NanoFlow: Towards Optimal Large Language Model Serving Throughput
Reference 74
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:04:00.018717Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b28cfbb-988a-4c19-b601-ad0b681061c7 · outbound
This paper cites InProceedings of the 29th Symposium on Operating Systems Principles, SOSP 2023, Koblenz, Germany, October 23-26, 2023, Jason Flinn, Margo I.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving InProceedings of the 29th Symposium on Operating Systems Principles, SOSP 2023, Koblenz, Germany, October 23-26, 2023, Jason Flinn, Margo I
Reference 2023
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-06T19:03:53.569435Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3d35633-61f7-4514-9373-0f50becc89e5 · outbound
This paper cites doi:10.1145/3698038.3698523.
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving doi:10.1145/3698038.3698523
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:03:56.457597Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1bafd17a-0b90-411d-97ef-50b1697fb5c6 · outbound
This paper cites CoRRabs/2504.14489 (2025).
Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving CoRRabs/2504.14489 (2025)
Reference 2025
- Resolution
- verified exact
- doi, observed 2026-08-06T19:04:00.469184Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
Observation 9455ab2d-4938-4969-8633-9e880bf8a1ca · inbound
DuetServe: Harmonizing Prefill and Decode for LLM Serving via Adaptive GPU Multiplexing cites this paper.
DuetServe: Harmonizing Prefill and Decode for LLM Serving via Adaptive GPU Multiplexing Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T23:39:07.565606Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d615ec3-c1c4-4a6d-bf8a-55b0ab92bae6 · inbound
FlexNPU: Transparent NPU Virtualization for Dynamic LLM Prefill-Decode Co-location cites this paper.
FlexNPU: Transparent NPU Virtualization for Dynamic LLM Prefill-Decode Co-location Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T10:46:52.305907Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2a000ee2-6084-4102-b695-4e8942c0a79a · inbound
Towards Load-Aware Prefill Deflection for Disaggregated LLM Serving cites this paper.
Towards Load-Aware Prefill Deflection for Disaggregated LLM Serving Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T06:07:40.900177Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fb34618a-7af4-44c4-9680-e2f43e418f93 · inbound
From Tensor Buffer to Distributed Memory Hierarchy: A Survey of KV Cache Management for LLM Serving cites this paper.
From Tensor Buffer to Distributed Memory Hierarchy: A Survey of KV Cache Management for LLM Serving Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving
Reference 108
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T09:50:23.266920Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.