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Paper Citation Record · LEDGER

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality

As of 7 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 0 inbound Pith citation observations for arXiv:2608.03487.

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

pith.paper-citation-record.v1
2608.03487 v1

Coverage vector

measured 82 of 82 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:13:18.687070Z

measured 82 of 82 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

82 of 82 outbound references displayed

  • verified exact8
  • verified fuzzy1
  • unresolved68
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3ea6001d-7144-43f2-9487-e470c4b6501b · outbound

This paper cites Algorithmicsuperintelligence/Openevolve.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Algorithmicsuperintelligence/Openevolve

Reference 1

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no resolver link, observed 2026-08-05T18:13:11.754359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:11.754359Z digest=sha256:90cde3bc54666a94b524d9f7e3f733aa006366c74cc3c7b5a04b5c4562ad3064

Observation 08540976-e172-40ba-8445-44448188cfe3 · outbound

This paper cites FlagOpen/FlagEmbedding.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality FlagOpen/FlagEmbedding

Reference 2

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source=pdf_text observed=2026-08-05T18:13:11.833422Z digest=sha256:c2114e9b79cefa4d4c73c18b8ceeafc8ea37b927d84c92d3226c754ccb485a37

Observation 225d76cb-d726-470d-b071-8af8d9921adc · outbound

This paper cites Marker-Inc-Korea/AutoRAG.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Marker-Inc-Korea/AutoRAG

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:13:25.173845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:11.917125Z digest=sha256:2da1195d6c50ab67ccd909538bbc9b2e71d7de43cd5144ae00b8b3aea68bd9d3

Observation 06b21274-cc6f-4ce5-8ea1-076c22dd26aa · outbound

This paper cites Unexpected Improvements to Expected Improvement for Bayesian Optimization.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unexpected Improvements to Expected Improvement for Bayesian Optimization

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:12.008436Z digest=sha256:1925270ac0617c53a5855ae816a1cbde25e8ee3d86b754908ce013409069a093

Observation c453b0d1-b9c9-4313-9d76-534c8684acc6 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 5

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:12.090024Z digest=sha256:07d932617af9ce749c9eeaf8059c1fc25a29634066146e68b55b457f100b9686

Observation 41d5a24c-cad6-44e8-9f70-02aa21388be6 · outbound

This paper cites Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Reference 6

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source=pdf_text observed=2026-08-05T18:13:12.157941Z digest=sha256:72b597be0a185647fe57c50fe273dfa61c02c8ef48d50f49c13655ea1c3bdee9

Observation a775a77e-095d-4ec8-bfd6-8c766257f779 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:12.274843Z digest=sha256:1e23a92552d52028c5da805d83a6952c4c5a76d6c7398e02ebaf5a8a14e2e297

Observation 43aacc9d-a03f-405d-b666-149b44fb79e9 · outbound

This paper cites Qwen Technical Report.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Qwen Technical Report

Reference 8

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source=pdf_text observed=2026-08-05T18:13:12.359420Z digest=sha256:402f9b4996f8c4da1a38e709d3a6d6f78d71a294670cddebfadfea1f73b5e467

Observation a1c9236c-1d16-4ad7-9fbf-be6123b08e87 · outbound

This paper cites MS MARCO: A Human Generated MAchine Reading COmprehension Dataset.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality MS MARCO: A Human Generated MAchine Reading COmprehension Dataset

Reference 9

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source=pdf_text observed=2026-08-05T18:13:12.450470Z digest=sha256:566ce00896afd8a5d69c195dd2e5179318a3fe4a6c7961f8a99f457f4a01f71a

Observation 4eb378e9-c1ad-413e-bad2-8aa7aa18aa54 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 10

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raw_fallback, observed 2026-08-05T18:13:24.756480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:12.524915Z digest=sha256:90e70e502ce420a4098d49b46743009477edfdaed3ac2df43eafbd301bdded50

Observation c4b1a9e1-72b9-4d48-981d-c4f5cd7b2c87 · outbound

This paper cites Demystifying AI Platform Design for Distributed Inference of Next-Generation LLM models.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Demystifying AI Platform Design for Distributed Inference of Next-Generation LLM models

Reference 11

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source=pdf_text observed=2026-08-05T18:13:12.603227Z digest=sha256:6a35a18e17e1fe55bdbc8c105f5395d066e6733e46128e3d5f2a5ec762afc8e6

Observation 3493f766-dd6d-47ba-b394-5ea19fac79a9 · outbound

This paper cites Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems

Reference 12

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source=pdf_text observed=2026-08-05T18:13:12.691847Z digest=sha256:9ceea8f2d75dbda7183dd12884a7d98a68f0a1096d130089d238e83d75c5ba1f

Observation 6a7f3385-51a9-496e-8177-e0886bb88859 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 13

Resolution
verified exact
doi, observed 2026-08-05T18:13:21.589960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:12.748089Z digest=sha256:f8f39f73b3b4f4c35222aa4f75ca3715215bbe83b69ac407cdae14a028adafeb

Observation 1fe44c71-9130-4618-a082-19e02bc6fa6b · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 14

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source=pdf_text observed=2026-08-05T18:13:12.831590Z digest=sha256:cbf7f7a28470a71a2ed045806e669fa64d60cd619bb483d3e3a67b5f250ba8b5

Observation 5c817ce8-b121-43dc-b999-54635be1d714 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 15

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source=pdf_text observed=2026-08-05T18:13:12.942533Z digest=sha256:36d904dc3046dc667f73fa54f8dd001d18a86e4987edbee50c51d8f2616a8280

Observation 96753044-f16a-4a4b-adfb-d95698c2e333 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 16

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source=pdf_text observed=2026-08-05T18:13:13.102443Z digest=sha256:d164caa6baf1a6aa7b6bee233c7f80f8ef385f2fbe8aac934d6b70bc062e2c1b

Observation 093b6c09-9eaa-4686-8185-ba83756c53ea · outbound

This paper cites Parallel Bayesian Optimization of Multiple Noisy Objectives with Expected Hypervolume Improvement.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Parallel Bayesian Optimization of Multiple Noisy Objectives with Expected Hypervolume Improvement

Reference 17

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source=pdf_text observed=2026-08-05T18:13:13.173833Z digest=sha256:0166965efec44f4ce330b8baa14b3e0faf8cd154a7311c02b804e8ef5e06f284

Observation 11040873-9b27-4f27-84ce-309bf34ef900 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 18

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source=pdf_text observed=2026-08-05T18:13:13.204292Z digest=sha256:40a94af126fe0728f297622e2b2cbdb3b5647b16be023c627b1ed874606ea473

Observation 971d4cce-17eb-4be6-970c-2fb2f161a216 · outbound

This paper cites The Faiss library.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality The Faiss library

Reference 19

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source=pdf_text observed=2026-08-05T18:13:13.294524Z digest=sha256:e9971c7ae44427572eaedbf903d7ea9f8f60a73d7393c82d65ab65d1101989c0

Observation c80cc41b-22be-4395-99bd-41e806152f33 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 20

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source=pdf_text observed=2026-08-05T18:13:13.371508Z digest=sha256:5fd3f2889d679303490578c5bf9224a1904e615c74c256f4ef8bfdf920461775

Observation 2b872cc6-33d0-414e-b816-26dcf358ecb7 · outbound

This paper cites ELI5: Long Form Question Answering.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality ELI5: Long Form Question Answering

Reference 21

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source=pdf_text observed=2026-08-05T18:13:13.442268Z digest=sha256:05eb2997861f67672afd7736cacaa1e6cf6ba25ce9f276232b29b96002019aaf

Observation 8fca0e04-26b6-42b3-b84d-de1dab123170 · outbound

This paper cites AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation

Reference 22

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local_arxiv, observed 2026-08-05T18:13:21.083844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:13.486879Z digest=sha256:74029b9343609f539cec98629f0938094be76d3655d2116a0ab18d9d4dec3634

Observation 55d7d336-966e-4184-9551-b696d204cee0 · outbound

This paper cites Precise Zero-Shot Dense Retrieval without Relevance Labels.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Precise Zero-Shot Dense Retrieval without Relevance Labels

Reference 23

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source=pdf_text observed=2026-08-05T18:13:13.570213Z digest=sha256:1593116c4712cae4a0cc29d134e09704cc4bed9b21aa9f556c3d3a1f0b49243e

Observation 944f20cd-f4ca-4849-ae05-43b1434a2db1 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 24

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source=pdf_text observed=2026-08-05T18:13:13.634678Z digest=sha256:44c7d3658d520f8edd96c84dc1483db65512fce3cfb4c12ddb8bf1b6182e3429

Observation a4820a3a-363a-46f7-a626-b06809a0b99b · outbound

This paper cites The CMA Evolution Strategy: A Tutorial.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality The CMA Evolution Strategy: A Tutorial

Reference 25

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source=pdf_text observed=2026-08-05T18:13:13.712612Z digest=sha256:8950cba1250ebcc02e64e927da641561457cd9baa7d15e2ea6df956effdd2314

Observation 736d81f2-aaf5-4acc-83d5-acc22127cca2 · outbound

This paper cites PipeDream: Fast and Efficient Pipeline Parallel DNN Training.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality PipeDream: Fast and Efficient Pipeline Parallel DNN Training

Reference 26

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source=pdf_text observed=2026-08-05T18:13:13.750734Z digest=sha256:9bbf904252dec1aa7140ee34efd6212d69aba61788894cd81f69cdff796b7d6a

Observation b1032a57-2806-4bd1-95af-c3c221705b91 · outbound

This paper cites GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism

Reference 27

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source=pdf_text observed=2026-08-05T18:13:13.783714Z digest=sha256:cd800705692e67531292cc5839699b06cbcd0c1f32d73e202dd7c16f46492cd7

Observation bd46c08e-93ac-47b4-85d6-c84a67921c42 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 28

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source=pdf_text observed=2026-08-05T18:13:13.886857Z digest=sha256:b629aa96aae15928d5c5f8c94d4bb8a14329de003d831fdc219280409a1a0e44

Observation 59ee9acd-abc1-420d-ba99-d7f7fa66c38b · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 29

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source=pdf_text observed=2026-08-05T18:13:13.935702Z digest=sha256:6ead7edbe3920d634e02c001cf81a4d2ad7cbaf5c6d99e5d4cbb38b6f31bb784

Observation 1f02f77b-e5e7-401d-9c22-a7a10f9b675e · outbound

This paper cites RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving

Reference 30

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source=pdf_text observed=2026-08-05T18:13:14.069983Z digest=sha256:278708a1e95d2010ad84bd93c1d04a254e75658468fee70ed9701fa49a2ae68b

Observation 2fd83c7c-ff6c-4b54-a3a8-86eaff47d8a8 · outbound

This paper cites Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models

Reference 31

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source=pdf_text observed=2026-08-05T18:13:14.133823Z digest=sha256:71e0eccc0d9da950bc4c578ef17e039711f2e7c1a6b1dada26f8a2969b94349f

Observation 4627671d-7b5c-4ea7-a546-9f447cd25739 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 32

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source=pdf_text observed=2026-08-05T18:13:14.205042Z digest=sha256:f921743b6a9bc83b48e8b418bc7d107adf1d8efdfd35fa14f5bcbe65d427a636

Observation 88e4a8d7-f9ab-42e3-916b-aa562c910c19 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 33

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metadata mismatch
raw_fallback, observed 2026-08-05T18:13:23.017691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:14.303394Z digest=sha256:74f5fb412c254b4c8b4153c71abb251cffe4d8c4220ecb045bfc9ea8b96e74cf

Observation c6a168d6-f4ad-469f-a2b9-27352732bf5c · outbound

This paper cites TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

Reference 34

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source=pdf_text observed=2026-08-05T18:13:14.375842Z digest=sha256:4f07b56a57c5f49b104384bb8474ea6a909852814ca31738e2f9cdbc8ad2cf77

Observation 5d0946b6-7869-4972-8877-afa10977ec87 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 35

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:14.431712Z digest=sha256:36e64a3114c23372259f70249482de9f8113eb22050b9000724df21503325c07

Observation f40c7b9c-7c77-4b0b-ac38-e5e0b0603ad8 · outbound

This paper cites ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT

Reference 36

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source=pdf_text observed=2026-08-05T18:13:14.568955Z digest=sha256:c6d5ea35b44755ca731f03a578302e052a8b98eb44c018fa610fdb8de7414255

Observation 50b74fbb-5798-41d5-b902-5391a42c7546 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 37

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doi, observed 2026-08-05T18:13:20.609170Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:14.659880Z digest=sha256:e627d26bec0875b9ab7b55ba7067fe9a867ddf68d419ee59a70a8443ad0d7546

Observation c080fca0-9539-452a-820f-5758f8af8c7b · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 38

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metadata mismatch
raw_fallback, observed 2026-08-05T18:13:22.723292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:14.801101Z digest=sha256:c1d487c58502f9f76b38c1e29572db17c3097344d9bd6276870235d989ba8fa3

Observation 389799f0-ec2b-4de7-aee8-048658dc226f · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 39

Resolution
verified exact
doi, observed 2026-08-05T18:13:20.417405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:14.981677Z digest=sha256:39fe8d3347ae18665474af9ed2f548c22d7c934ab0caa76fbb709cc295c3691c

Observation bd8c4692-56c5-46e6-9af4-2efcd75429c0 · outbound

This paper cites Efficient Memory Management for Large Language Model Serving with PagedAttention.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Efficient Memory Management for Large Language Model Serving with PagedAttention

Reference 40

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no resolver link, observed 2026-08-05T18:13:15.124376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:15.124376Z digest=sha256:66d8f8faea3f9af8e4def829d26f2fe9f695f6d3fcc08b35aae4fef822581476

Observation 0056ab07-5358-495d-9eaa-795be5ddf551 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 41

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no resolver link, observed 2026-08-05T18:13:15.221698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:15.221698Z digest=sha256:5bdd7a47a037e11e1f07e8e1bff94ad66648475d23d961d235076bcb54972fc9

Observation c132af60-d1ba-4729-a630-d0cda831cf85 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:13:24.356984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:15.309189Z digest=sha256:1bbc1e39a858be87b918d1963cf9ad011ff8211d779d465ae5c0078b71692956

Observation 1a687b63-baa1-4482-a1bc-f400eea386bf · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:13:24.246629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:15.578311Z digest=sha256:aed71e126cca8372f54a3fc1e84e47b1cc0eda45d6a4b211f1c4b79db94d81ef

Observation 6756a1ef-0536-48c5-a840-a2a52c5fe1ce · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 44

Resolution
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no resolver link, observed 2026-08-05T18:13:15.717565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:15.717565Z digest=sha256:0ff87a15fa3d143e0b6544c06719accb47be1af1216c6fc96bcca676004d812c

Observation a3618558-f968-4200-bd04-253065673870 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 45

Resolution
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no resolver link, observed 2026-08-05T18:13:16.027848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:16.027848Z digest=sha256:0185606a0b6bf0e46502cf16dbb4bdc6a62e108e1ef814df54ace6017c0b86fa

Observation 02a45585-f870-4638-80e8-748e22ee176a · outbound

This paper cites In 2017 International Joint Conference on Neural Networks (IJCNN).

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality In 2017 International Joint Conference on Neural Networks (IJCNN)

Reference 46

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T18:13:22.413559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:15.464107Z digest=sha256:d3c34ba3e9d94cb3fa50da33ceba221ec4de0d29485f9bdbf42e681d72b15a85

Observation c6ddf4b6-bcf8-49de-a39d-2f9260413408 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 47

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no resolver link, observed 2026-08-05T18:13:16.294800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:16.294800Z digest=sha256:56c403c6375e09a4340b22b835cd4ac28731658133d27c21a64c3f1b2dd56bf1

Observation 5bc14dc8-6d4e-4ddb-9515-655a695bac3e · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:13:24.146367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:16.356918Z digest=sha256:3e3aa33d7f7937f7b67b6a350c4bf25fd5fccf11c8461f8fea0704174cba138f

Observation 53722c3b-a2ac-4452-82cf-69b0da347e75 · outbound

This paper cites Large Language Models to Enhance Bayesian Optimization.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Large Language Models to Enhance Bayesian Optimization

Reference 49

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no resolver link, observed 2026-08-05T18:13:16.462388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:16.462388Z digest=sha256:91958d3735a36cc60397a209e98d51410d115bc52e9a7f0c1378b9794386b9f6

Observation d1446db4-725b-4a67-8507-b20d56560746 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 50

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T18:13:22.110344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:16.526522Z digest=sha256:f798cca896fe3cd44897033eea7a57e78de613bc54ed7771f56f4e5a39e8247a

Observation 4dcd3747-1cb6-4631-b1c1-7b829b28cca0 · outbound

This paper cites Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs

Reference 51

Resolution
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no resolver link, observed 2026-08-05T18:13:16.155151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:16.155151Z digest=sha256:623bab1a72ea1d96e71c0f066f11bb015ce658735c4b81552bdc7c0c143c5a6a

Observation 5524de93-f5cf-4511-82cf-ee9568b17a2b · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:16.650917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:16.650917Z digest=sha256:d98c253b75c1bf1aa7f5aa779c82bf5a0f7d7fe8a47e44a69a9cf742a4a66ec7

Observation 11c96dc8-5b66-42e4-ac40-dc98ff0a6a8c · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:13:23.992203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:16.745839Z digest=sha256:aaef7fbfda7488bd6bff82e94c325e1fe6150d2fc2c0eab91833da3b745f6d7c

Observation 6e7c7898-2dbd-4775-b864-661d5a381d14 · outbound

This paper cites Vicky Zhao, Lili Qiu, and Dongmei Zhang.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Vicky Zhao, Lili Qiu, and Dongmei Zhang

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:16.828236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:16.828236Z digest=sha256:58ca5e3a6d9a0b46069dbad35cea3badd33dd2dfa6bdc00de54d83b1559875ed

Observation fdf40735-821e-41e0-bdb6-0856770cf220 · outbound

This paper cites A Flexible Framework for Multi-Objective Bayesian Optimization using Random Scalarizations.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality A Flexible Framework for Multi-Objective Bayesian Optimization using Random Scalarizations

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-08-05T18:13:19.914507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:16.941779Z digest=sha256:cc0efea0e60be6e1d8953baf0556ea6e991fc087606bc18ba483b9acfce91863

Observation 1a9e9527-3ee9-4486-9570-9a2b3547b899 · outbound

This paper cites Long$^2$RAG: Evaluating Long-Context & Long-Form Retrieval-Augmented Generation with Key Point Recall.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Long$^2$RAG: Evaluating Long-Context & Long-Form Retrieval-Augmented Generation with Key Point Recall

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-08-05T18:13:19.741970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:17.006609Z digest=sha256:562f923d6490628209039a4225e25ea3458c3db54e42c6ab3beec41a59c5b46d

Observation cab65b78-31b0-45eb-a2ad-f73a560edb7a · outbound

This paper cites Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:16.581204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:16.581204Z digest=sha256:62328f3e2d2e290408b53182bd780443661de816f3b05fd202c7bc3da6746a75

Observation 7c4fd55a-c9c3-427a-b3b5-c72054db4f79 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:17.178843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:17.178843Z digest=sha256:ea942168298da9bda319cf9dc323d0327e9a3219a0176d23f44725a596b369bb

Observation 7355d19a-3526-4562-8e2f-ee1f91497717 · outbound

This paper cites Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:17.258848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:17.258848Z digest=sha256:795e93d608225fee0dca4a53c73a2bfedc1a07a3a7eddd7b8446cf353ae64700

Observation 294a5584-9647-4c69-9eaf-6bbac9a10bd3 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 60

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no resolver link, observed 2026-08-05T18:13:17.351696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:17.351696Z digest=sha256:af247929af20399e3cc0ab926f1ee9582f24b41b6cf04d3cf1607305a802ce39

Observation 84032aff-e2dd-4d35-b65b-533076002c28 · outbound

This paper cites Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG

Reference 61

Resolution
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no resolver link, observed 2026-08-05T18:13:17.438737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:17.438737Z digest=sha256:ba8b629cf20c2a91030405c2c03a23f6a63d15b1083158ea78a6a51fa23ac988

Observation b218e296-0871-4d06-95fc-99889df32549 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 62

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no resolver link, observed 2026-08-05T18:13:17.511410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:17.511410Z digest=sha256:fe0d52d24641881bdf7881b02e62812eadf8de2cc4f46f38e40af1077dccb2ff

Observation 3b20cc50-c6ef-4561-b876-eb6c3c10a053 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 63

Resolution
verified exact
doi, observed 2026-08-05T18:13:19.510440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:17.068097Z digest=sha256:c705ef0a9176f686cee6a44779d3c406c74671541a26fdb5ce3282ec8b271b4e

Observation ccd3d954-fb02-4b16-8835-883c006523a2 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:13:23.814097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:17.688429Z digest=sha256:a679790f8882af7d4396b99004b4d4b52c748b6c4ba37869e5d9c2bb1254d39e

Observation 6c97aa10-8780-4784-8efa-4748f4a74d1c · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:17.855995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:17.855995Z digest=sha256:5a924738b9c082a2d40b6223bc801e35b8c884f4790b0f59befc68482aeb85db

Observation 7356badf-6844-4499-957d-e13a0e6aae4a · outbound

This paper cites Tree-Structured Parzen Estimator: Understanding Its Algorithm Components and Their Roles for Better Empirical Performance.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Tree-Structured Parzen Estimator: Understanding Its Algorithm Components and Their Roles for Better Empirical Performance

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:17.948209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:17.948209Z digest=sha256:f80c673b805a073d4a041cfcc88b243c9e2f42ba47a3b68c1c4ebde3428b0d81

Observation 3296d4f1-6f6b-4ad4-9d19-fc7ef321acff · outbound

This paper cites WizardLM: Empowering large pre-trained language models to follow complex instructions.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality WizardLM: Empowering large pre-trained language models to follow complex instructions

Reference 67

Resolution
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no resolver link, observed 2026-08-05T18:13:18.026597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:18.026597Z digest=sha256:ceefb0a1238299a6ac123c9408fb6bd17e4edbaf29b6d28668f2f1fabf82021c

Observation d856b789-87c2-48b8-b1b3-2134ab94c18d · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:18.075772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:18.075772Z digest=sha256:abc822bf9ca25bffc8b472daf38f90f7d64aaa07ff719d41fc4f2e16e657f346

Observation e59334b6-8dfe-4e74-87a9-8979de629085 · outbound

This paper cites MPNet: Masked and Permuted Pre-training for Language Understanding.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality MPNet: Masked and Permuted Pre-training for Language Understanding

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:17.609303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:17.609303Z digest=sha256:ac87ddfb7a80cd2cbadcf36fbabcb7973af521050bfcafe60d1ada256d00484f

Observation ebdbfb93-61f9-4c2c-a255-2d3e5b2cc9f0 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:13:23.691178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:18.222769Z digest=sha256:903a0723d77f051a9bfac9566e35a8f537a70f2bc4f5fe132193cb8864287163

Observation 2decdf57-d5cc-4eb0-a546-c670bff59c22 · outbound

This paper cites InFindings of the Association for Computational Linguistics: ACL 2024, Lun-Wei Ku, Andre Martins, and Vivek Srikumar (Eds.).

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality InFindings of the Association for Computational Linguistics: ACL 2024, Lun-Wei Ku, Andre Martins, and Vivek Srikumar (Eds.)

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:17.770128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:17.770128Z digest=sha256:5a1f1e36b07842122b84421259a0337bbd84dccc44f8836fa5b18227de6a9145

Observation a5c34b13-9cf5-4a86-af96-3f654c9f0681 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 72

Resolution
verified exact
doi, observed 2026-08-05T18:13:19.015441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:18.410297Z digest=sha256:1b2bcaea3fd32bd1e8ce7c7dc30507abd21e0cb9ea88b81453f07548c78509d1

Observation 59a92239-d6c4-4251-b986-2f1193258918 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:13:23.435470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T18:13:18.473444Z digest=sha256:1544048c2d956ad4af910124f3c8c00f518ed4284e91ced6c40bd15f6ccff53c

Observation 5de6b449-3262-47e9-8530-34a91e0423df · outbound

This paper cites RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:18.687070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:18.687070Z digest=sha256:97c932948ff4513fa92367d7f0cfb87a2b34d11db43ddaec586ce73dc9f484ea

Observation d6544a4f-3a9c-4e63-aa7a-0c026734b397 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality ReAct: Synergizing Reasoning and Acting in Language Models

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:18.141281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:18.141281Z digest=sha256:04c0ff5066ee12f544114252f581898fcc099298e0608494c2d35377ba7c1516

Observation 47674198-95a2-4219-8646-eec3fc420650 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:18.329290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:18.329290Z digest=sha256:fcb98781cb4290ef2e92eb412ce36ae683c68ccc460e507c6bd52eed296064aa

Observation d772df4c-2271-4ab9-9662-c02eacb96ad9 · outbound

This paper cites Multi-fidelity Bayesian Optimisation with Continuous Approximations.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Multi-fidelity Bayesian Optimisation with Continuous Approximations

Reference 2017

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Observation 2b8b05e2-17fc-491c-9d34-4f1e58add0d2 · outbound

This paper cites PyTorch Distributed: Experiences on Accelerating Data Parallel Training.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality PyTorch Distributed: Experiences on Accelerating Data Parallel Training

Reference 2020

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unresolved
no resolver link, observed 2026-08-05T18:13:15.890234Z

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Observation 96245cbe-9360-47c0-b11b-fb1cec4269e3 · outbound

This paper cites SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

Reference 2022

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no resolver link, observed 2026-08-05T18:13:16.403684Z

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Observation 2e5d5880-d80f-4371-a776-98295dd7e136 · outbound

This paper cites InFindings of the Association for Computational Linguistics: ACL 2024, Lun-Wei Ku, Andre Martins, and Vivek Srikumar (Eds.).

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality InFindings of the Association for Computational Linguistics: ACL 2024, Lun-Wei Ku, Andre Martins, and Vivek Srikumar (Eds.)

Reference 2024

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Observation 9861e1af-bd36-4f9e-a7e4-04b462825f27 · outbound

This paper cites InProceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1 (KDD ’25).

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality InProceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1 (KDD ’25)

Reference 2025

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Observation feaf4765-e588-4b28-a9de-c8a75e9548d4 · outbound

This paper cites Using large language models for embodied planning introduces systematic safety risks.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Using large language models for embodied planning introduces systematic safety risks

Reference 2026

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local_arxiv, observed 2026-08-05T18:13:18.859698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Pith citing papers

No inbound Pith citation observations are available.