Paper Citation Record · LEDGER

BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 29 inbound Pith citation observations for arXiv:2401.17644.

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

pith.paper-citation-record.v1
2401.17644 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 29 of 29 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:24:02.464919Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-07T20:34:09.759421Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation decb8d3c-e512-4ab7-a628-a57eb2b26359 · inbound

Topology-aware Preemptive Scheduling for Co-located LLM Workloads cites this paper.

Topology-aware Preemptive Scheduling for Co-located LLM Workloads BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T18:28:01.438721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1a7915f-97aa-48e9-9234-8724b843e290 · inbound

An Empirical Characterization of Outages and Incidents in Public Services for Large Language Models cites this paper.

An Empirical Characterization of Outages and Incidents in Public Services for Large Language Models BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-10T17:14:06.597467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b3aaba0-7d6d-4784-beb9-01d826be92c8 · inbound

Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs cites this paper.

Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-09T18:02:12.494628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71049746-53cc-4c9a-9454-e5f0143eed05 · inbound

SecPE: Secure Prompt Ensembling for Private and Robust Large Language Models cites this paper.

SecPE: Secure Prompt Ensembling for Private and Robust Large Language Models BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-09T17:36:28.834585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d64ee6f-3385-4f1c-b491-5cf482f51275 · inbound

RAGDoll: Efficient Offloading-based Online RAG System on a Single GPU cites this paper.

RAGDoll: Efficient Offloading-based Online RAG System on a Single GPU BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-16T12:24:02.464919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4124632a-afae-4454-b462-ec55e7c25d5c · inbound

SeaLLM: Service-Aware and Latency-Optimized Resource Sharing for Large Language Model Inference cites this paper.

SeaLLM: Service-Aware and Latency-Optimized Resource Sharing for Large Language Model Inference BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:17.378835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0acdf2cc-a8b7-4153-9ee0-25fa153b28c9 · inbound

MuTRAP: Multi-trigger Trojans Attacking Robot Task Planning Systems cites this paper.

MuTRAP: Multi-trigger Trojans Attacking Robot Task Planning Systems BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T10:55:33.413030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ed1a345-b4ac-400f-bee9-f55e2e36dfd2 · inbound

Energy Considerations of Large Language Model Inference and Efficiency Optimizations cites this paper.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.489709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83f8b1b0-af64-4547-ae1d-9e31630141f0 · inbound

ServeGen: Workload Characterization and Generation of Large Language Model Serving in Production cites this paper.

ServeGen: Workload Characterization and Generation of Large Language Model Serving in Production BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-22T15:44:58.154778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b98b6759-a8c0-47e6-adb8-b97827578fab · inbound

Past-Future Scheduler for LLM Serving under SLA Guarantees cites this paper.

Past-Future Scheduler for LLM Serving under SLA Guarantees BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T17:46:20.940919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8f02fcc-0387-4b39-9431-998ed626a0a2 · inbound

Quality-of-Service Aware LLM Routing for Edge Computing with Multiple Experts cites this paper.

Quality-of-Service Aware LLM Routing for Edge Computing with Multiple Experts BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T10:22:42.499001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c132c0cb-e3cd-44e3-8c06-33ebda30f0fa · inbound

Rethinking Caching for LLM Serving Systems: Beyond Traditional Heuristics cites this paper.

Rethinking Caching for LLM Serving Systems: Beyond Traditional Heuristics BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-05T16:21:09.370531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf06d08f-ec08-47af-8b66-4e8f0b46a461 · inbound

Hetis: Serving LLMs in Heterogeneous GPU Clusters with Fine-grained and Dynamic Parallelism cites this paper.

Hetis: Serving LLMs in Heterogeneous GPU Clusters with Fine-grained and Dynamic Parallelism BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T20:53:33.420816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de068e43-80e3-4e2f-a387-5f7c1b53a9c6 · inbound

WarmServe: Enabling One-for-Many GPU Prewarming for Multi-LLM Serving cites this paper.

WarmServe: Enabling One-for-Many GPU Prewarming for Multi-LLM Serving BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-22T12:24:51.184801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3b320243-1c8e-436f-8bc9-20baaf6d93fa · inbound

Analytical Provisioning for Attention-FFN Disaggregated LLM Serving under Stochastic Workloads cites this paper.

Analytical Provisioning for Attention-FFN Disaggregated LLM Serving under Stochastic Workloads BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:57:43.041309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5fb16b47-dbc8-4e6b-9f14-009f7ce6787c · inbound

A Techno-Economic Framework for Cost Modeling and Revenue Opportunities in Open and Programmable AI-RAN cites this paper.

A Techno-Economic Framework for Cost Modeling and Revenue Opportunities in Open and Programmable AI-RAN BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-14T00:43:32.076705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3fd1657e-0628-474d-bcbe-2a55a2842876 · inbound

A Techno-Economic Framework for Cost Modeling and Revenue Opportunities in Open and Programmable AI-RAN cites this paper.

A Techno-Economic Framework for Cost Modeling and Revenue Opportunities in Open and Programmable AI-RAN BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-19T16:57:40.185779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3a3fd922-297f-47cc-b1d0-44dfbbe1ce38 · inbound

Dual-Pool Token-Budget Routing for Cost-Efficient and Reliable LLM Serving cites this paper.

Dual-Pool Token-Budget Routing for Cost-Efficient and Reliable LLM Serving BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:01:02.497582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ee4eb12b-bb62-4539-b8ff-3e76ec3fefab · inbound

When Is the Same Model Not the Same Service? A Measurement Study of Hosted Open-Weight LLM APIs cites this paper.

When Is the Same Model Not the Same Service? A Measurement Study of Hosted Open-Weight LLM APIs BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:11:14.189996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dcf62596-9c8b-42cf-a116-9b9510ef970e · inbound

When Is the Same Model Not the Same Service? A Measurement Study of Hosted Open-Weight LLM APIs cites this paper.

When Is the Same Model Not the Same Service? A Measurement Study of Hosted Open-Weight LLM APIs BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:56:06.140516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1adb8f03-79d1-4a81-89f2-4af738e84889 · inbound

ROSE: Rollout On Serving GPUs via Cooperative Elasticity for Agentic RL cites this paper.

ROSE: Rollout On Serving GPUs via Cooperative Elasticity for Agentic RL BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 73

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:31:16.212355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 34eb5215-4a35-4947-8f3d-1b84e4ed133e · inbound

ROSE: Rollout On Serving GPUs via Cooperative Elasticity for Agentic RL cites this paper.

ROSE: Rollout On Serving GPUs via Cooperative Elasticity for Agentic RL BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-05-21T08:39:53.241704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 872c7ed5-4293-4234-8d13-1e34e45fb66b · inbound

ADAPT: A Self-Calibrating Proactive Autoscaler for Container Orchestration cites this paper.

ADAPT: A Self-Calibrating Proactive Autoscaler for Container Orchestration BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T19:27:43.466513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e13b4565-a6f8-4007-b95e-e7e971669804 · inbound

GEM: GPU-Variability-Aware Expert to GPU Mapping for MoE Systems cites this paper.

GEM: GPU-Variability-Aware Expert to GPU Mapping for MoE Systems BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-20T04:33:03.850522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3a858c52-9166-43aa-adb4-c786d7515948 · inbound

Beyond Per-Token Pricing: A Concurrency-Aware Methodology for LLM Infrastructure Cost Estimation cites this paper.

Beyond Per-Token Pricing: A Concurrency-Aware Methodology for LLM Infrastructure Cost Estimation BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-03T12:48:11.790687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bf706967-bcaa-4511-b468-cec43df32685 · inbound

CoCoScale: Leveraging Layer-wise Scaling to Unlock the Potential of Online LLM Serving cites this paper.

CoCoScale: Leveraging Layer-wise Scaling to Unlock the Potential of Online LLM Serving BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-11T21:08:24.159706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bed8a48e-ad5b-4099-8241-2d55c718d579 · inbound

Adaptive Inference Batching using Policy Gradients cites this paper.

Adaptive Inference Batching using Policy Gradients BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 20

Resolution: metadata mismatch; local_arxiv, observed 2026-07-07T20:34:09.762493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bcb72876-5e1c-4716-bd4e-1a5261286d4e · inbound

Trusted Floors Under Untrusted Learners: A Runtime Assured-SLO Guard for ML Serving cites this paper.

Trusted Floors Under Untrusted Learners: A Runtime Assured-SLO Guard for ML Serving BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T07:31:31.140358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f12090fb-f6f4-4b0c-aa62-55d47fcd2087 · inbound

TokTier: Exact Stateful CPU+GPU Tokenization for Agentic LLM Serving cites this paper.

TokTier: Exact Stateful CPU+GPU Tokenization for Agentic LLM Serving BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T02:07:01.398171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.