Paper Citation Record · LEDGER

Action Engine: Automatic Workflow Generation in FaaS

As of 14 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2411.19485.

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

pith.paper-citation-record.v1
2411.19485 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:10:22.062886Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

44 of 44 outbound references displayed

verified exact0
verified fuzzy25
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 318bd00a-5eca-40ef-8efb-bde35a7479cd · outbound

This paper cites https://aws.amazon.com/pm/lambda/,.

Action Engine: Automatic Workflow Generation in FaaS https://aws.amazon.com/pm/lambda/,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.551721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c1b02592-5f4f-4458-91c1-a6b8de5438cc · outbound

This paper cites https://aws.amazon.com/step-functions/,.

Action Engine: Automatic Workflow Generation in FaaS https://aws.amazon.com/step-functions/,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.541953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fe03cc15-e6c3-4776-9e93-6ac207184b4f · outbound

This paper cites https://scholar.google.com/scholar?hl=en&as_sdt=0%2C44&q= Amazon+States+Language+&btnG=.

Action Engine: Automatic Workflow Generation in FaaS https://scholar.google.com/scholar?hl=en&as_sdt=0%2C44&q= Amazon+States+Language+&btnG=

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.529788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6ea3d493-45a2-413f-b2b2-53233e5a4e20 · outbound

This paper cites https://airflow.apache.org/.Accessed:2025-03-10.

Action Engine: Automatic Workflow Generation in FaaS https://airflow.apache.org/.Accessed:2025-03-10

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.518526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1658d27c-313d-4cbe-bbb8-0311fec8251a · outbound

This paper cites https://learn.microsoft.com/en-us/azure/ azure-functions/durable/,.

Action Engine: Automatic Workflow Generation in FaaS https://learn.microsoft.com/en-us/azure/ azure-functions/durable/,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.506709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b78806c8-0157-4d90-ad48-67f869a1183b · outbound

This paper cites https://azure.microsoft.com/en-us/products/ functions,.

Action Engine: Automatic Workflow Generation in FaaS https://azure.microsoft.com/en-us/products/ functions,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.495285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3888610c-af99-4b93-b038-2450f917bb26 · outbound

This paper cites https://cloud.google.com/composer,.

Action Engine: Automatic Workflow Generation in FaaS https://cloud.google.com/composer,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.483773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 49232072-71ed-42c7-b378-b92b24a4f0a3 · outbound

This paper cites https://cloud.google.com/functions,.

Action Engine: Automatic Workflow Generation in FaaS https://cloud.google.com/functions,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.473330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 31b35690-5493-4d55-adff-fa009518808f · outbound

This paper cites Cloud Object Storage | Amazon S3 – Amazon Web Services.

Action Engine: Automatic Workflow Generation in FaaS Cloud Object Storage | Amazon S3 – Amazon Web Services

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.460855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9fa2b3d4-a5a1-4da1-8a9d-ba240622470c · outbound

This paper cites Language models are few-shot learners.

Action Engine: Automatic Workflow Generation in FaaS Language models are few-shot learners

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.450182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c471f7f1-1ea8-41a0-b944-b74b44362eb3 · outbound

This paper cites Harnessing the poten- tial of function-reuse in multimedia cloud systems.IEEE Transac- tions on Parallel and Distributed Systems, 33(3):617–629, 2021.

Action Engine: Automatic Workflow Generation in FaaS Harnessing the poten- tial of function-reuse in multimedia cloud systems.IEEE Transac- tions on Parallel and Distributed Systems, 33(3):617–629, 2021

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.439395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c5c939c4-eef6-4640-bcd7-0e2cd262d0f9 · outbound

This paper cites Efficiency in the serverless cloud paradigm: A survey on the reusing and approximation aspects.

Action Engine: Automatic Workflow Generation in FaaS Efficiency in the serverless cloud paradigm: A survey on the reusing and approximation aspects

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.429108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f9f6bda5-f864-453f-91e0-f312735bac12 · outbound

This paper cites A Survey on In-context Learning.

Action Engine: Automatic Workflow Generation in FaaS A Survey on In-context Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T10:10:21.942679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f417defd-f561-417a-a8f6-f77944c317c4 · outbound

This paper cites Argo Workflows.https://cloud.google.

Action Engine: Automatic Workflow Generation in FaaS Argo Workflows.https://cloud.google

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.418498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5027f1a5-037a-4ae3-9312-a7b28f211f6f · outbound

This paper cites Robotic process automation.

Action Engine: Automatic Workflow Generation in FaaS Robotic process automation

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.404737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3d111464-5b32-4eca-a070-dc3bc6092bd5 · outbound

This paper cites Qwen2.5-Coder Technical Report.

Action Engine: Automatic Workflow Generation in FaaS Qwen2.5-Coder Technical Report

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T10:10:21.954105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd79b247-5482-4668-84c7-fb7e380f04b3 · outbound

This paper cites Xfaas: Cross-platform orchestration of faas workflows on hybrid clouds.

Action Engine: Automatic Workflow Generation in FaaS Xfaas: Cross-platform orchestration of faas workflows on hybrid clouds

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.393946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5a7a176d-d44a-4b43-a8a3-667b0a7f51d6 · outbound

This paper cites Large language models are zero-shot reason- ers.

Action Engine: Automatic Workflow Generation in FaaS Large language models are zero-shot reason- ers

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.380751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2fca80fe-7d57-49ee-90e7-e1d43d1aa27c · outbound

This paper cites Reverse chain: A third-party reimple- mentation, 2023.

Action Engine: Automatic Workflow Generation in FaaS Reverse chain: A third-party reimple- mentation, 2023

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.368861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 621cc754-9af9-4976-8a83-87d99e1f24b3 · outbound

This paper cites API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs.

Action Engine: Automatic Workflow Generation in FaaS API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T10:10:21.971455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 406f5470-35ba-42f3-81e6-693fa519f2a4 · outbound

This paper cites AutoFlow: Automated Workflow Generation for Large Language Model Agents.

Action Engine: Automatic Workflow Generation in FaaS AutoFlow: Automated Workflow Generation for Large Language Model Agents

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T10:10:21.974933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32d94bd3-f773-477f-94f8-99ad9d780bab · outbound

This paper cites ToolNet: Connecting Large Language Models with Massive Tools via Tool Graph.

Action Engine: Automatic Workflow Generation in FaaS ToolNet: Connecting Large Language Models with Massive Tools via Tool Graph

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T10:10:21.978265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db46b804-edb0-448a-beee-ee89c9407d64 · outbound

This paper cites ControlLLM: Augment Language Models with Tools by Searching on Graphs.

Action Engine: Automatic Workflow Generation in FaaS ControlLLM: Augment Language Models with Tools by Searching on Graphs

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T10:10:21.982159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 632de25e-b745-4515-8295-aaea68109260 · outbound

This paper cites Hello gpt-4o, 2024.

Action Engine: Automatic Workflow Generation in FaaS Hello gpt-4o, 2024

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.357527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 55e515bf-42d5-4980-80ec-591cb2b3953d · outbound

This paper cites Gorilla: Large Language Model Connected with Massive APIs.

Action Engine: Automatic Workflow Generation in FaaS Gorilla: Large Language Model Connected with Massive APIs

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T10:10:21.990075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b044692-5e11-49d5-9cf2-173e388eda1e · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

Action Engine: Automatic Workflow Generation in FaaS ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T10:10:21.993322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dbce96a-f30c-4db5-a1f3-980f380100a2 · outbound

This paper cites Tool Learning with Large Language Models: A Survey.

Action Engine: Automatic Workflow Generation in FaaS Tool Learning with Large Language Models: A Survey

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T10:10:21.996838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de3a261d-11ef-4a0a-9466-3dc62cff9b20 · outbound

This paper cites Code:Codeonce,deployeverywhereserverlessfunctions in federated faas.

Action Engine: Automatic Workflow Generation in FaaS Code:Codeonce,deployeverywhereserverlessfunctions in federated faas

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.345915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d85ee2e7-e4a1-4e8b-811e-0719f9ccdfba · outbound

This paper cites Tptu: Task planning and tool usage of large language model-based ai agents.

Action Engine: Automatic Workflow Generation in FaaS Tptu: Task planning and tool usage of large language model-based ai agents

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.334402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3f5bec6b-eb90-411e-ab18-ca42a740801d · outbound

This paper cites Toolformer: Language models can teach themselves to use tools.Advances in Neural Information Processing Systems, 36, 2024.

Action Engine: Automatic Workflow Generation in FaaS Toolformer: Language models can teach themselves to use tools.Advances in Neural Information Processing Systems, 36, 2024

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.322789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 22f25df4-17a1-4a54-bb3b-133f2b219cda · outbound

This paper cites TaskBench: Benchmarking Large Language Models for Task Automation.

Action Engine: Automatic Workflow Generation in FaaS TaskBench: Benchmarking Large Language Models for Task Automation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T10:10:22.011780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d1610ba-a836-43bd-93cb-adf583b99015 · outbound

This paper cites Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face.

Action Engine: Automatic Workflow Generation in FaaS Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T10:10:22.015712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4f4a750-9123-45b3-aaf5-4ca84e231f2e · outbound

This paper cites RestGPT: Connecting Large Language Models with Real-World RESTful APIs.

Action Engine: Automatic Workflow Generation in FaaS RestGPT: Connecting Large Language Models with Real-World RESTful APIs

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T10:10:22.019558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3123ac13-c7ce-4057-86fa-2fadbe574ca8 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.Advances in neural information processing systems, 35:24824–24837, 2022.

Action Engine: Automatic Workflow Generation in FaaS Chain-of-thought prompting elicits reasoning in large language models.Advances in neural information processing systems, 35:24824–24837, 2022

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T10:10:22.022850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd2c4f4e-53ee-4bbe-ae42-1a3af1c1553d · outbound

This paper cites Seal-Tools: Self-Instruct Tool Learning Dataset for Agent Tuning and Detailed Benchmark.

Action Engine: Automatic Workflow Generation in FaaS Seal-Tools: Self-Instruct Tool Learning Dataset for Agent Tuning and Detailed Benchmark

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T10:10:22.026403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 587a158d-8b49-41ae-8fa7-40923151cfae · outbound

This paper cites Convex set reliability-based optimal attitude control for space solar power sta- tion with bounded and correlated uncertainties.Chaos, Solitons & Fractals, 190:115769, 2025.

Action Engine: Automatic Workflow Generation in FaaS Convex set reliability-based optimal attitude control for space solar power sta- tion with bounded and correlated uncertainties.Chaos, Solitons & Fractals, 190:115769, 2025

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.296109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d16b006c-e3e5-4dda-8da6-3570ad85d23f · outbound

This paper cites CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets.

Action Engine: Automatic Workflow Generation in FaaS CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T10:10:22.034226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47bde9d9-fc34-43b6-92ac-79ab6945bc04 · outbound

This paper cites Flowmind: automatic workflow generation with llms.

Action Engine: Automatic Workflow Generation in FaaS Flowmind: automatic workflow generation with llms

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T10:10:22.038412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7245abe5-a05b-4555-b9bf-8ef4db6ae414 · outbound

This paper cites Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning.

Action Engine: Automatic Workflow Generation in FaaS Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T10:10:22.042411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 676155d4-1577-4def-a740-da8af3b9b0cb · outbound

This paper cites BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions.

Action Engine: Automatic Workflow Generation in FaaS BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T10:10:22.046355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e15893de-8380-462e-945e-6c5ed308bceb · outbound

This paper cites an unresolved cited work.

Action Engine: Automatic Workflow Generation in FaaS Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:10:22.278038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a5b7f3a0-d076-4dc3-9323-7eda15f3b67a · outbound

This paper cites subtask_number.

Action Engine: Automatic Workflow Generation in FaaS subtask_number

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.265246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5cbdadaf-6b34-44ee-a16b-744122418a63 · outbound

This paper cites ""User Query: {query}APIs: {topk_functions} Please generate the Argo HTTP DAG workflows in YAML format:.

Action Engine: Automatic Workflow Generation in FaaS ""User Query: {query}APIs: {topk_functions} Please generate the Argo HTTP DAG workflows in YAML format:

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.252716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 62d84a0c-530e-4b0c-9d06-09a7e9795315 · outbound

This paper cites ""User Query: {query}APIs: {topk_functions} Please generate the Argo HTTP DAG workflows in YAML format, let's think step by step:.

Action Engine: Automatic Workflow Generation in FaaS ""User Query: {query}APIs: {topk_functions} Please generate the Argo HTTP DAG workflows in YAML format, let's think step by step:

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:10:22.241207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.