Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T21:20:53.820333Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 2 inbound Pith citation observations for arXiv:2501.05313.
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 2026-08-10T21:20:53.820333Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T12:44:35.764432Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T21:59:52.416593Z
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 28a1cd29-1036-4468-a21d-7dd32bf0100d · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Ditto: Efficient serverless analytics with elastic parallelism,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3e45feef-c700-4a05-b636-adc00008ff91 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Caerus:{NIMBLE} task scheduling for serverless analytics,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fe5cba69-ecdd-47f5-8ce4-aa8f9ee0bfc8 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Gillis: Serving large neural networks in serverless functions with automatic model partitioning,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 26d66836-d16a-4308-b1d4-def24f09810e · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing [Online]
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 99395268-1944-46b8-a81d-754c01baf32f · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing [Online]
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ba61c4e7-9be1-4e69-8154-0960f92433ca · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Tetris: Memory-efficient serverless inference through tensor sharing,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c01bf16b-2b73-45d5-a259-a6d8a6f9d399 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing A holistic view on resource management in serverless computing environments: Taxonomy and future directions,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 07159989-1728-4afa-9574-d80ce7352bb8 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Serverless computing: What it is, and what it is not?
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 096bfb59-57fe-4def-acb4-9f993500f1e5 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing [Online]
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 778ab619-c3ee-4735-9725-ab3e69d6a83f · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing [Online]
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation bf99ae0d-d527-4a27-9bab-e373c7f9edc3 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Distributed Inference Performance Optimization for LLMs on CPUs
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 09564e26-0e03-4d26-a745-253c77293041 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e56372c-08fe-4be0-a6a5-36501605d03c · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Glam: Efficient scaling of language models with mixture-of-experts,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e65c72d1-d112-4835-aa36-c38756206dc0 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Deepspeed-moe: Advancing mixture-of- experts inference and training to power next-generation ai scale,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 760e01a8-e570-4ce1-b8fc-d330990656e5 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Accelerating distributed {MoE} training and inference with lina,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1871a911-8349-4889-b921-75d298cb4a76 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing FastMoE: A Fast Mixture-of-Expert Training System
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de91a24c-ed2f-4448-96a2-3a774609a711 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing {SmartMoE}: Efficiently training {Sparsely-Activated} models through combining offline and online parallelization,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28e5439e-d17d-44b8-a7c0-db784630ec65 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Pipemoe: Accelerating mixture- of-experts through adaptive pipelining,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e712609-ee81-4e3d-bbb8-1e9ca63a16a9 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Mpipemoe: Memory efficient moe for pre-trained models with adaptive pipeline parallelism,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 653b872d-92bc-4d5d-9667-367355095c11 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing [Online]
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 99ff8aba-e580-4af3-b99c-aed1034c1c36 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing [Online]
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 15594768-dd40-49ed-9643-3b46fb68bb18 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing [Online]
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 48688f29-c12b-487c-a2e5-fca4e8c29671 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 594b7819-444c-4ac8-b55e-eb3a76d8db7f · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Mixture-of-experts with expert choice routing,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fdc2c165-bbde-4e6c-bcd4-b8e8ec968d84 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Pre-gated MoE: An Algorithm-System Co-Design for Fast and Scalable Mixture-of-Expert Inference
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f9b4138-b135-464f-a7e9-2c52aee0f78b · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Faster- moe: modeling and optimizing training of large-scale dynamic pre- trained models,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69bb6db3-0f94-485f-be87-68e5341f68f4 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Amps-inf: Automatic model partitioning for serverless inference with cost efficiency,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3c5ca793-feb2-4e62-898b-276f84cd90cb · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Batch: machine learning inference serving on serverless platforms with adaptive batching,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f8c67685-34f3-46d6-9b76-5ac5dcfb4278 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Infless: a native serverless system for low-latency, high-throughput inference,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b0610e7d-8f36-4f1a-815f-4e051742a95e · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing {ServerlessLLM}:{Low-Latency} serverless inference for large language models,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b4c526a-864f-4e33-9c8e-2945b4d8f9d8 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing [Online]
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1579174c-405e-4444-8ef9-d2b4aedad689 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing A machine learning approach to measurement of text readability for efl learners using various linguistic features
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7084c89e-72ad-4a03-9345-e348ee5647be · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Flexmoe: Scaling large-scale sparse pre-trained model training via dynamic device placement,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e9af875-223b-4052-850d-21d96502903d · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Prophet: Fine-grained load balancing for parallel training of large- scale moe models,
Reference 34
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Unavailable: canonical work link unavailable.
Observation fb91f1b8-60fe-49c7-9716-432843758ae5 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Prediction Is All MoE Needs: Expert Load Distribution Goes from Fluctuating to Stabilizing
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb296c5d-cd3e-4424-a03f-fb5afbabead1 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing {INFaaS}: Automated model-less inference serving,
Reference 36
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Unavailable: canonical work link unavailable.
Observation 6dbe615f-bcc1-47c9-a3af-26ac54cbfe0e · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Global solution of non-convex quadrati- cally constrained quadratic programs,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 303c83d7-be99-4ec7-8199-33ab62967382 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing [Online]
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9bb53892-2442-4d78-8c8f-cbcfb9f07d77 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing $\epsilon$-shotgun: $\epsilon$-greedy Batch Bayesian Optimisation
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1bcbfc19-3070-4e08-aa3a-c51067f11c0b · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing [Online]
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 24529845-232c-4099-a163-618ee6806849 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing [Online]
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ead71402-e17e-48fa-a601-038ee0b7ae21 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing [Online]
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b2f653a3-a508-451f-abd6-6aded08068fc · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3b72791-f479-4dee-9829-36b27256d30e · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Language models are unsupervised multitask learners,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea25869d-652a-4594-931a-5b7ada24eace · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing bert2BERT: Towards Reusable Pretrained Language Models
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 106f0425-5f40-4800-904c-1f2a4c8fdbe9 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing [Online]
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7a620941-e904-4254-b74c-44e0e02d5fc1 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing [Online]
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 53f673ed-0667-40e5-8f70-5aa2302a08f6 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing [Online]
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a1909807-aa62-4f5d-9074-2ac06c8b3ae5 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing Algorithms for hyper- parameter optimization,
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a494794-6cd5-4308-92c3-f85f86c72126 · outbound
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing [Online]
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4f07f43a-5d99-407d-8ba2-9e134a82eb84 · inbound
A Survey on Inference Optimization Techniques for Mixture of Experts Models Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing
Reference 107
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a55f8727-180e-46d9-b188-4c0d8ee21fee · inbound
Hecto: Modular Sparse Experts for Adaptive and Interpretable Reasoning Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.