Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T13:11:03.152136Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2607.19215.
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 2026-08-01T13:11:03.152136Z
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
A source-named dated measurement, never combined with another source.
Source: cited_works
61 of 61 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 4039edb9-5ca4-40da-9eca-def618abe4db · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Increase throughput with cross-region inference
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec418333-faee-4e7b-97a5-a04617aebf12 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Geographic cross-region inference
Reference 2
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Unavailable: canonical work link unavailable.
Observation a30d4128-aeae-4ee4-89eb-5b4cf71b2dea · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Regional availability - amazon bedrock
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80383e43-b1a1-4c52-8954-36ec14e9375a · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Effective harnesses for long-running agents
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4680e9cd-56e3-4bd2-b2ca-b50158c4b13e · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Unresolved cited work
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58cd7b8c-d617-4c0c-bf8b-e822f9715671 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Nist net: A linux-based network emulation tool.Computer Communication Review, 33(3):111–126, 2003
Reference 6
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Unavailable: canonical work link unavailable.
Observation 3eace5e5-f3fd-43e0-bef4-56585db59686 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems A-mapreduce: Executing wide search via agentic mapreduce.arXiv preprint arXiv:2602.01331, 2026
Reference 7
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Unavailable: canonical work link unavailable.
Observation 10bd4ab8-10e6-46e3-b102-ed57e5eae8a6 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Guiding principles for excellent generative ai architecture design, Septem- ber 2025
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f9a5435-cd41-4504-8629-4238bb8b6693 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Cloudflare global network | data center locations
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee2a7275-f55b-4481-9716-26a742e5f8d9 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Cloudflare workers ai overview
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e57b8c7-37b2-4a0b-8b44-212cd8cd1f6b · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Microsoft says azure cloud computing service disrupted by fiber cuts in the red sea
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cf27126-432d-4384-8d9c-4e34cda20056 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Red sea cables have been damaged, disrupting internet traffic
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c35e317-8fe3-411e-a74a-e67c2c7d133e · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de28a580-d957-48b2-a50a-59d2427ccf26 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Agentswing: Adaptive parallel context management routing for long-horizon web agents.arXiv preprint arXiv:2603.27490, 2026
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe0b0819-4855-4bea-a20d-b07ff851933e · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Beta regression for modelling rates and proportions
Reference 15
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Unavailable: canonical work link unavailable.
Observation 6bb19f34-abe9-48aa-8d3b-b19f15329de0 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Regions - fireworks ai docs
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e09a32f3-43e0-4019-9766-d16ab88baefb · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02336ac9-21ad-4e70-a7c0-a9f603b18490 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Deployments and endpoints
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b3443eb-2b7d-4db5-84f1-43100724c8e8 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Standard paygo
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d6b4228-fafb-486b-90fc-5d93a8c6eb8a · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Kollaps: Decentralized and Dynamic Topology Emulation
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d4a6058-9b69-41bd-bebf-b3e2ec233127 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Language Model Cascades: Token-level uncertainty and beyond
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d9a3d53-057b-46c0-8137-08cb5b6657b6 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems LLM-based multi-agent systems for software engineering: Literature review, vision, and the road ahead.ACM Transactions on Software Engineering and Methodology, 34(5):1–30, 2025
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b452b921-355f-417e-ac0a-3c9e7d8d93f6 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Linux Network Emulator (NetEm)
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 166123ac-072d-442c-8297-2e6e2f81d515 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65ff48cb-4f30-41e9-a089-6a7ffbdfbca3 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Infiagent-dabench: Evaluating agents on data analysis tasks
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84fe4562-b79c-4a38-a339-a776b79ced88 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems RouterEval: A Comprehensive Benchmark for Routing LLMs to Explore Model-level Scaling Up in LLMs
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf52549b-fa07-45a5-8848-4d78e7024650 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems LLM-blender: Ensembling large language models with pairwise ranking and generative fusion
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e090e7e7-0b02-4e7d-82d8-e8a336cf966a · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Dsbench: How far are data science agents from becoming data science experts? InInternational Conference on Learning Representations, 2025
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37b4047c-42b6-411e-8f8d-98dc31046f6e · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Beta calibration: a well-founded and easily implemented improvement on logistic calibration for binary classifiers
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5cd2820-4969-4270-97ef-1342d3f876fd · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Efficient memory management for large language model serving with PagedAttention
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8cac5b9f-8fd1-4683-922f-3145d0c4fe6a · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Auto routing - litellm
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a3f8cfd-f1e1-47c8-b6f8-3184f10ca7e4 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Beta-lr: Interpretable logical reasoning based on beta distribution
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 119cd40c-f385-4b3f-9f61-251455355047 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems A Survey of Context Engineering for Large Language Models
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8c91cd6-02f0-411b-9429-747114696049 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Understanding deployment types in microsoft foundry models
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be209c54-30a9-42c3-8bc6-6c35a2f2b1b0 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Post incident review: Thermal event impacting multiple services – west europe
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da0ef5a7-355b-4c76-bb41-2cd973d6ad0a · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems RouteLLM: Learning to Route LLMs with Preference Data
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2897c0da-7c60-4083-8aa4-07870b9436c9 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Data controls in the openai platform
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f31e845a-fb7b-4efe-b55b-56826fea8c69 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Intelligent multi-provider request routing
Reference 38
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Unavailable: canonical work link unavailable.
Observation ffaddac8-afd5-4afe-b2ef-4a330226400b · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Openrouter quickstart guide
Reference 39
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Unavailable: canonical work link unavailable.
Observation 6ea6614f-b37d-4759-83b7-639d62faed37 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Fallbacks - portkey docs
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 927f9d29-4150-47bf-9b3b-2b0eed6bcf25 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Unresolved cited work
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64ce7e26-52c4-4ebd-a2d0-bde4aad3d081 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Tool learning with large language models: A survey.Frontiers of Computer Science, 19(8):198343, 2025
Reference 42
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Unavailable: canonical work link unavailable.
Observation 0709ebbc-ce86-420a-bf61-559909094320 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems ChatDev: Communicative Agents for Software Development
Reference 43
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Unavailable: canonical work link unavailable.
Observation 1f602b0a-168c-45c2-a3b6-5884b7259a82 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems The logarith- mic nature of qoe and the role of the weber-fechner law in qoe assessment
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40f43281-adaa-4d0b-a78a-e92df71f8a88 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Trism for agentic Trism: A review of trust, risk, and security management in LLM-based agentic multi-agent systems.AI Open, 2026
Reference 45
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Unavailable: canonical work link unavailable.
Observation 4ca21844-42b5-419c-be25-8a0ca1ec4e4e · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems SLoRA: Scalable serving of thousands of LoRA adapters.Proceedings of Machine Learning and Systems, 6:296–311, 2024
Reference 46
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Unavailable: canonical work link unavailable.
Observation a8f66bfb-91af-4d52-9134-939d935d3ea9 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems The importance of agent harness in 2026
Reference 47
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Unavailable: canonical work link unavailable.
Observation 3948b594-400a-451e-a221-b1ad63f2062d · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Unresolved cited work
Reference 48
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Unavailable: canonical work link unavailable.
Observation 513f55ed-ff91-4a04-a4bf-68bd9f6301bf · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Causal LLMs routing: End-to-end regret minimization from observational data.arXiv preprint arXiv:2505.16037, 2025
Reference 49
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Unavailable: canonical work link unavailable.
Observation cd97d821-dcd1-4507-b7d4-18fc60d9ff4f · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Autogen: Enabling next-gen llm applications via multi-agent conversations
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49eede37-04cc-440e-9dc1-0ee7d066b2b2 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Self-Consistency Improves Chain of Thought Reasoning in Language Models
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49216bd8-5a66-4b4c-8d07-fcbee99256a1 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Understanding agent scaling in llm-based multi-agent systems via diversity.arXiv preprint arXiv:2602.03794, 2026
Reference 52
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Unavailable: canonical work link unavailable.
Observation 43836bf5-2017-43fa-8e73-98a58fd47e6d · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 973821ae-4ecb-4b7b-8f9b-05cb80769e70 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Datawiseagent: A notebook-centric llm agent framework for automated data science.arXiv preprint arXiv:2503.07044, 2025
Reference 54
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Unavailable: canonical work link unavailable.
Observation bc853268-7697-4346-9ae9-60fa95503820 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Matplotagent: Method and evaluation for llm-based agentic scientific data visualization
Reference 55
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Unavailable: canonical work link unavailable.
Observation e485db7c-db74-42e5-b5ba-454a89d5e38d · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Efficient contextual LLM cascades through budget-constrained policy learning.Advances in Neural Information Processing Systems, 37:91691–91722, 2024
Reference 56
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Unavailable: canonical work link unavailable.
Observation 7ef6c68d-2314-4cae-ab4f-1cefe6c15f45 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning
Reference 57
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Unavailable: canonical work link unavailable.
Observation d2d495f1-dea8-48bd-b550-5666a533e349 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems {DistServe}: Disaggregating prefill and decoding for goodput-optimized large language model serving
Reference 58
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Unavailable: canonical work link unavailable.
Observation 38641503-59cf-41b5-940b-3ef3d03e52d4 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems A survey on the memory mechanism of large language model-based agents
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7180bf57-5a98-4094-8ad6-e3d5ad4339c5 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Unresolved cited work
Reference 61
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Unavailable: canonical work link unavailable.
Observation 9b83837a-3ba0-4224-b933-934e549b32c8 · outbound
HACO: Hedged Agent Computing for Reliable LLM Systems Avg. Score
Reference 62
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Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.