Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-22T10:20:45.375375Z
Paper Citation Record · LEDGER
As of 21 July 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2605.07985.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-22T10:20:45.375375Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-07-21T06:31:05.380196+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
44 of 44 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f5328f67-d8a0-4e06-864c-6b3dfa09ab1f · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation URLhttps://developer.nvidia.com/cupti
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation a929d66d-0f32-474b-a411-6b97ecb62280 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation URL https://docs.pytorch.org/tutorials/ recipes/recipes/profiler_recipe.html
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 0c203058-aa1f-4c39-83db-a888fd5c1316 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Vidur: A Large-Scale Simulation Framework For LLM Inference
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 74d58261-838b-4fd0-808d-b7d5c2fa05f4 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 3172fe24-8cd0-41fc-a150-7bc8a21bc2ac · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Revati: Transparent gpu-free time-warp emulation for llm serving
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation ce950114-2d3f-44af-9e51-84605f9f3e20 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 054f693d-0569-4103-9b37-eaec98632265 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation vllm v1 performance optimization
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 009ae2dc-da17-41e9-a1a6-1da67c424bd6 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Flowdroid: precise context, flow, field, object-sensitive and lifecycle-aware taint analysis for android apps
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation dc7372b2-dfb7-4258-ab09-e0ae8bbe5f08 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Peters, and Arman Cohan
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 759531f3-8c17-40a9-b079-d9c45eb24908 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Longformer: The Long-Document Transformer
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 4fe38901-838a-4ce5-ad65-c01ac960eeee · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation SLOs-Serve: Optimized Serving of Multi-SLO LLMs
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 22b3bfe9-c3c8-4d82-b19f-a8621e3f6d3f · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Llmservingsim: A hw/sw co-simulation infrastructure for llm inference serving at scale
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 60463572-b9f7-4e42-9a0d-0fddb59fd3d3 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Llmservingsim2.0: A unified simulator for het- erogeneous hardware and serving techniques in llm infrastructure.IEEE Computer Architecture Letters, 24(2):361–364, July 2025
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation a7a66680-9994-4ab0-b226-e9e213cb857d · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Coherelabs/c4ai-command-r7b-12-2024
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation de0e2621-d09f-4f90-8c66-fa4f8c735269 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 74f33378-fdee-438e-9aa2-d1f67177a19e · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Adapting vidur to vllm and profiling cpu overhead
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation d0f0d187-be0d-4e01-8178-e466e244c53a · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Cox, Jaeyeon Jung, Patrick McDaniel, and Anmol N
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 60ed9ba8-68f0-44c7-b38b-8beeeb135190 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Frontier: Simulating the Next Generation of LLM Inference Systems
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation c6a3ee4c-8928-4d87-bf0a-d33c8bf58146 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation How to get the profile csv of vllm instead of tensorrt-llm? https://github.com/ casys-kaist/LLMServingSim/issues/10
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation cbd2f16b-0585-420d-92b4-13ca88adb0fd · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Perfetto trace viewer
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 59afc0ab-bdc2-4fc5-8d89-c6a908422a7f · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Questions about simulation fidelity under vllm version differences, profiling utiliza- tion, and throughput estimation
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation b5e94dda-f203-4f76-82c9-bf1b7312c9b4 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Mixtral of Experts
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation da79cacd-db46-4382-b608-2f0a7c5d7d18 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Rogers, Tor M
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation aa6391b6-7c2a-41f8-b8a5-18debb4bd7c1 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Gonzalez, Hao Zhang, and Ion Stoica
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation f6ef9946-1994-40d8-90ad-b6335be2eaa4 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation APEX: An Extensible and Dynamism-Aware Simulator for Automated Parallel Execution in LLM Serving
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation f4e5065c-2bac-4ad8-9201-4cc59a83294a · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation meta-llama/llama-3.1-8b.https://huggingface.co/meta-llama/Llama-3.1-8B
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 774b07b9-a065-43ab-b5fa-a1576ea5ca40 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Dynamic taint analysis for automatic detection, analysis, and signature generation of exploits on commodity software
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 51342f58-94ba-492b-b4e9-78d093efed26 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation openchat_sharegpt4_dataset
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 3810615a-248e-44f5-9d7b-af8b433f42a8 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Pytorch: An imperative style, high-performance deep learning library
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 34cec221-9895-4ea2-93b7-9fb19a6ad154 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Splitwise: Efficient generative LLM inference using phase splitting
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 0a374a57-3407-4c84-b848-d93fc40c6062 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation GitHub - pytorch/kineto: A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation cb5325ed-7aba-4b7e-b1e1-cacff01c5ecf · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation The anatomy of a triton attention kernel
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 12447c86-b130-4eeb-9c69-c8ff35a2932c · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Running problems with replica scheduler orca/sarathi
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 415acae4-fab2-44f2-a70c-3ee4b3f0b4ac · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Adding new model
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 379edae6-da17-4c29-9bf4-80a2e541f916 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 2fd53c4c-aa90-4ec1-91a5-8556d7a4a344 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Trtion.https://triton-lang.org/main/index.html
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 96741a9e-a8f9-4b6f-ba03-56285caffc49 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Attention Is All You Need
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation afdd0979-a995-4960-854d-45b980151840 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Optimization and tuning
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation be340fb5-53e1-4131-a294-6e289c2d1de8 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Qwen2.5-1M Technical Report
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 7d2b2aba-b195-40a6-b041-97eb21c9455a · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation FlashInfer: Efficient and Customizable Attention Engine for LLM Inference Serving
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 28060f05-4488-40bc-9fcd-36cec22f71c6 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation SGLang: Efficient Execution of Structured Language Model Programs
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 3d128a9a-6b6c-4f2b-90a8-65647c752500 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation DistServe: Disaggregating Prefill and Decoding for Goodput-optimized Large Language Model Serving
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 1052ea2a-b780-4a90-be3a-6f1635976c59 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation ef50f773-b9dd-448d-924a-697ffae34778 · outbound
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation Sufficiency of a single trace.A natural concern is whether a single dummy-prompt trace can cover both prefill and decode call paths
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
No inbound Pith citation observations are available.