Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T14:16:19.103974Z
Paper Citation Record · LEDGER
Efficient and Scalable Agentic AI with Heterogeneous Systems
As of 7 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 10 inbound Pith citation observations for arXiv:2507.19635.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T23:49:13.400815Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
60 of 60 outbound references displayed
- verified exact0
- verified fuzzy49
- unresolved10
- parse uncertain1
- malformed identifier0
- metadata mismatch0
External citation measurements
1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation 8356ae7e-3238-4bbc-b187-230f62598d70 · outbound
This paper cites Survey surfaces rapid adoption of agentic AI.
Efficient and Scalable Agentic AI with Heterogeneous Systems Survey surfaces rapid adoption of agentic AI
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:28.888200Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e17bef9b-cfac-4866-860e-d65adda5d86d · outbound
This paper cites 96% of enterprises are expanding use of AI agents.
Efficient and Scalable Agentic AI with Heterogeneous Systems 96% of enterprises are expanding use of AI agents
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:28.730439Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b69ea502-9a65-4624-8e27-33423d7ec30b · outbound
This paper cites PwC’s AI agent survey.
Efficient and Scalable Agentic AI with Heterogeneous Systems PwC’s AI agent survey
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:28.564489Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c2bcfb35-2468-4240-a4ad-9fc5983a44ea · outbound
This paper cites ReAct: Synergizing reasoning and acting in language models, 2023.
Efficient and Scalable Agentic AI with Heterogeneous Systems ReAct: Synergizing reasoning and acting in language models, 2023
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:28.401857Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0b0fd828-ff38-4ee4-add0-b3b387f18246 · outbound
This paper cites Auto-GPT for online decision making: Benchmarks and additional opinions, 2023.
Efficient and Scalable Agentic AI with Heterogeneous Systems Auto-GPT for online decision making: Benchmarks and additional opinions, 2023
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:28.205732Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a3653e51-63f6-4e48-8810-c602dde0fe02 · outbound
This paper cites CAMEL: Communicative agents for "mind" exploration of large language model society, 2023.
Efficient and Scalable Agentic AI with Heterogeneous Systems CAMEL: Communicative agents for "mind" exploration of large language model society, 2023
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:28.059996Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 793d5400-2898-4d68-b31c-4605f3d90c9a · outbound
This paper cites AI agents under threat: A survey of key security challenges and future pathways, 2024.
Efficient and Scalable Agentic AI with Heterogeneous Systems AI agents under threat: A survey of key security challenges and future pathways, 2024
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:27.895894Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c2dc734e-88bb-41dc-80de-6b0d966b5330 · outbound
This paper cites Multi-agent collaboration via evolving orchestration, 2025.
Efficient and Scalable Agentic AI with Heterogeneous Systems Multi-agent collaboration via evolving orchestration, 2025
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:27.763079Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cc3c2b72-48f2-43c0-aa29-0cf0df9f2596 · outbound
This paper cites A survey of AI agent protocols, 2025.
Efficient and Scalable Agentic AI with Heterogeneous Systems A survey of AI agent protocols, 2025
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:27.622851Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6109ecd9-7d05-40f6-9741-439d3d38ff51 · outbound
This paper cites Morley Mao, Beidi Chen, Fan Lai, and Atul Prakash.
Efficient and Scalable Agentic AI with Heterogeneous Systems Morley Mao, Beidi Chen, Fan Lai, and Atul Prakash
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:27.492436Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f1f370ae-83e6-4138-b659-8160452412ce · outbound
This paper cites Evaluating quantized large language models, 2024.
Efficient and Scalable Agentic AI with Heterogeneous Systems Evaluating quantized large language models, 2024
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:27.322702Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 22d07436-4f44-400b-b187-77bbef30a0e6 · outbound
This paper cites Gonzalez, Hao Zhang, and Ion Stoica.
Efficient and Scalable Agentic AI with Heterogeneous Systems Gonzalez, Hao Zhang, and Ion Stoica
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T14:16:14.463395Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 434e3dfa-8e73-4bda-9894-afc73a21f4fb · outbound
This paper cites Efficient Large-Scale Language Model Training on GPU Clusters Using Megatron-LM.
Efficient and Scalable Agentic AI with Heterogeneous Systems Efficient Large-Scale Language Model Training on GPU Clusters Using Megatron-LM
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T14:16:14.564374Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00453cd7-f450-433f-ab6a-7d444ad0e50d · outbound
This paper cites Siegel, Nitya Nadgir, and Arvind Narayanan.
Efficient and Scalable Agentic AI with Heterogeneous Systems Siegel, Nitya Nadgir, and Arvind Narayanan
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:27.153625Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1503a63b-8b76-4157-91ed-01ae2707ca77 · outbound
This paper cites Russell and P.
Efficient and Scalable Agentic AI with Heterogeneous Systems Russell and P
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:27.013601Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c48ad096-557f-499d-a43e-aa240a0919e2 · outbound
This paper cites Multi-agent architectures in LangGraph.
Efficient and Scalable Agentic AI with Heterogeneous Systems Multi-agent architectures in LangGraph
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:26.862386Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 46dc6d09-c300-49da-b300-d586501db040 · outbound
This paper cites LLaMA: Open and efficient foundation language models, 2023.
Efficient and Scalable Agentic AI with Heterogeneous Systems LLaMA: Open and efficient foundation language models, 2023
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:26.691172Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9b342d13-308a-4d2f-b215-e02148d44152 · outbound
This paper cites Improving language understanding by generative pre-training.
Efficient and Scalable Agentic AI with Heterogeneous Systems Improving language understanding by generative pre-training
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:26.543912Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a0454073-0819-4574-b880-86cac758467f · outbound
This paper cites BERT: Pre-training of deep bidirectional transformers for language understanding, 2019.
Efficient and Scalable Agentic AI with Heterogeneous Systems BERT: Pre-training of deep bidirectional transformers for language understanding, 2019
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:26.395592Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 167f6e44-1083-46ff-96a1-5a7df3fbab7b · outbound
This paper cites NVIDIA Blackwell Datasheet.
Efficient and Scalable Agentic AI with Heterogeneous Systems NVIDIA Blackwell Datasheet
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:26.234245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 33dc0bcb-d975-4adc-9cce-e77779dc8fa6 · outbound
This paper cites NVLink & NVSwitch: Fastest HPC Data Center Platform.
Efficient and Scalable Agentic AI with Heterogeneous Systems NVLink & NVSwitch: Fastest HPC Data Center Platform
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:26.125914Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3b0cdc0d-ec61-4875-96fb-4d6de656842c · outbound
This paper cites NVIDIA InfiniBand (Ethernet & InfiniBand Networking Products).
Efficient and Scalable Agentic AI with Heterogeneous Systems NVIDIA InfiniBand (Ethernet & InfiniBand Networking Products)
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:25.996127Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 19b29d08-4cf6-44d6-9be4-66ce111f4a58 · outbound
This paper cites NVIDIA 800V HVDC Architecture Will Power the Next Generation of AI Factories.
Efficient and Scalable Agentic AI with Heterogeneous Systems NVIDIA 800V HVDC Architecture Will Power the Next Generation of AI Factories
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:25.889736Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation df4fc2ec-1961-4bfd-8f04-08f6a6a8d917 · outbound
This paper cites NVIDIA A40 datasheet.
Efficient and Scalable Agentic AI with Heterogeneous Systems NVIDIA A40 datasheet
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:25.726608Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 527a53ed-1127-4a48-b993-09f598374f7c · outbound
This paper cites NVIDIA A100 datasheet.
Efficient and Scalable Agentic AI with Heterogeneous Systems NVIDIA A100 datasheet
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:25.574968Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 413167ad-ffdf-462d-a1d1-ecd450e36496 · outbound
This paper cites NVIDIA H100 datasheet.
Efficient and Scalable Agentic AI with Heterogeneous Systems NVIDIA H100 datasheet
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:25.423852Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d7c88e69-e581-42ea-8abd-84b8b13a4d01 · outbound
This paper cites NVIDIA B200 datasheet.
Efficient and Scalable Agentic AI with Heterogeneous Systems NVIDIA B200 datasheet
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:25.349243Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8972cedb-258f-4363-96c5-072cce83a48f · outbound
This paper cites Intel Gaudi 3 AI accelerator white paper.
Efficient and Scalable Agentic AI with Heterogeneous Systems Intel Gaudi 3 AI accelerator white paper
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:25.156165Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d3a5f2a2-65d3-4c26-b229-293420a0466b · outbound
This paper cites https://www.amd.com/content/dam/amd/en/documents/instinc t-tech-docs/data-sheets/amd-instinct-mi300x-data-sheet.pdf.
Efficient and Scalable Agentic AI with Heterogeneous Systems https://www.amd.com/content/dam/amd/en/documents/instinc t-tech-docs/data-sheets/amd-instinct-mi300x-data-sheet.pdf
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:24.876594Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 73b1d07e-8481-46ff-b597-290694e9bc4d · outbound
This paper cites https://resources.nvidia.com/en-us-briefcase-for-datashe ets/proviz-print-rtx6000-1.
Efficient and Scalable Agentic AI with Heterogeneous Systems https://resources.nvidia.com/en-us-briefcase-for-datashe ets/proviz-print-rtx6000-1
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:24.666640Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b1dde963-3c4c-422d-ad8a-b6d9b97c0e1c · outbound
This paper cites MLIR: Scaling compiler infrastructure for domain specific computation.
Efficient and Scalable Agentic AI with Heterogeneous Systems MLIR: Scaling compiler infrastructure for domain specific computation
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:24.402777Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 95ee57aa-95e3-476b-924f-94848dcfd21a · outbound
This paper cites LLVM: A Compilation Framework for Lifelong Program Analysis and Transformation.
Efficient and Scalable Agentic AI with Heterogeneous Systems LLVM: A Compilation Framework for Lifelong Program Analysis and Transformation
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:24.155667Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0d0ac64e-63c6-4272-af66-e3a0079338bc · outbound
This paper cites TensorRT.
Efficient and Scalable Agentic AI with Heterogeneous Systems TensorRT
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:23.914696Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b5416e89-e05d-4c50-bb96-cebc642f8d31 · outbound
This paper cites XLA: Optimizing compiler for machine learning.
Efficient and Scalable Agentic AI with Heterogeneous Systems XLA: Optimizing compiler for machine learning
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:23.719004Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a5d1c398-0de0-48d9-a290-b78fe6ebde0b · outbound
This paper cites Apache TVM: An open deep learning compiler stack.
Efficient and Scalable Agentic AI with Heterogeneous Systems Apache TVM: An open deep learning compiler stack
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:23.317652Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a7466cba-0a58-4d15-873e-35587d8639de · outbound
This paper cites IREE: Intermediate representation execution environment.
Efficient and Scalable Agentic AI with Heterogeneous Systems IREE: Intermediate representation execution environment
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:23.181040Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation be283aa7-57c2-401c-afd7-bf6ef2e709e8 · outbound
This paper cites Glow: Graph lowering neural network compiler.https://github.com/pytorch/glow,.
Efficient and Scalable Agentic AI with Heterogeneous Systems Glow: Graph lowering neural network compiler.https://github.com/pytorch/glow,
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:23.086589Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6d2eb1f3-dce6-433b-b5f4-08e47a008f88 · outbound
This paper cites Roofline: an insightful visual performance model for multicore architectures.
Efficient and Scalable Agentic AI with Heterogeneous Systems Roofline: an insightful visual performance model for multicore architectures
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T14:16:16.719660Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e54e2de4-bc9a-4d98-9824-90393d709361 · outbound
This paper cites an unresolved cited work.
Efficient and Scalable Agentic AI with Heterogeneous Systems Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T14:16:22.950563Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9a3c5c4d-f044-44c7-9dc9-1024aa64e113 · outbound
This paper cites RoCE Initiative.
Efficient and Scalable Agentic AI with Heterogeneous Systems RoCE Initiative
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:22.817287Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 912bfff3-7679-41c0-84cc-d9be8a458787 · outbound
This paper cites The Llama 3 Herd of Models.
Efficient and Scalable Agentic AI with Heterogeneous Systems The Llama 3 Herd of Models
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T14:16:16.794916Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90c6b029-0dc8-45e1-af78-ff15007eee21 · outbound
This paper cites Beyond the Buzz: A Pragmatic Take on Inference Disaggregation.
Efficient and Scalable Agentic AI with Heterogeneous Systems Beyond the Buzz: A Pragmatic Take on Inference Disaggregation
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T14:16:17.189404Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f61038a2-301d-41a0-ae5f-8ce4dbfe5ac2 · outbound
This paper cites Zhang, Hanwei Xu, Hao Yang, Haowei Zhang, Honghui Ding, Huajian Xin, Huazuo Gao, Hui Li, Hui Qu, J.
Efficient and Scalable Agentic AI with Heterogeneous Systems Zhang, Hanwei Xu, Hao Yang, Haowei Zhang, Honghui Ding, Huajian Xin, Huazuo Gao, Hui Li, Hui Qu, J
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T14:16:17.240902Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 201943a3-cd55-45a8-a4a4-f73d3e1f83f6 · outbound
This paper cites Rdma over ethernet for distributed training at meta scale.
Efficient and Scalable Agentic AI with Heterogeneous Systems Rdma over ethernet for distributed training at meta scale
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:22.406728Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation aa372fe8-cb2a-4b24-8c94-86130ca1689a · outbound
This paper cites SGLang: Serving LLMs with programmatic prompts and high throughput.
Efficient and Scalable Agentic AI with Heterogeneous Systems SGLang: Serving LLMs with programmatic prompts and high throughput
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:22.021880Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eaf2fb4f-ca0c-41af-8d41-fe5943fa6f5e · outbound
This paper cites Splitwise: Efficient generative llm inference using phase splitting.
Efficient and Scalable Agentic AI with Heterogeneous Systems Splitwise: Efficient generative llm inference using phase splitting
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T14:16:17.767790Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f506c45a-6a9b-445e-a668-424a5d2eabf0 · outbound
This paper cites TensorRT-LLM.
Efficient and Scalable Agentic AI with Heterogeneous Systems TensorRT-LLM
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:22.202836Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 845a0bee-f61e-45b4-9f2a-30e91e225b70 · outbound
This paper cites llm-d: A kubernetes-native high-performance distributed LLM inference framework.
Efficient and Scalable Agentic AI with Heterogeneous Systems llm-d: A kubernetes-native high-performance distributed LLM inference framework
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:21.688160Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dfd7b964-f6f6-4c9a-8460-dfcd10002a87 · outbound
This paper cites IREE: Intermediate representation execution environment.
Efficient and Scalable Agentic AI with Heterogeneous Systems IREE: Intermediate representation execution environment
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:21.466942Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a97937fa-efbc-433f-9d7e-813d7cfd07b3 · outbound
This paper cites Dynamo: A datacenter -scale distributed inference serving framework.
Efficient and Scalable Agentic AI with Heterogeneous Systems Dynamo: A datacenter -scale distributed inference serving framework
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:21.895981Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2fafeb46-f85a-4317-a623-0d10a6eabd47 · outbound
This paper cites Triton: An intermediate language and compiler for tiled neural network computations.
Efficient and Scalable Agentic AI with Heterogeneous Systems Triton: An intermediate language and compiler for tiled neural network computations
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:20.589734Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8a4d430f-8906-4f6a-ba21-1806e156c9bd · outbound
This paper cites CrewAI: Orchestrate role-playing AI agents with memory and tools.
Efficient and Scalable Agentic AI with Heterogeneous Systems CrewAI: Orchestrate role-playing AI agents with memory and tools
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:20.414616Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 15352db7-f4d2-4adf-94e8-28301ab55190 · outbound
This paper cites AutoGen: Enabling next-gen LLM applications via multi-agent conversations.
Efficient and Scalable Agentic AI with Heterogeneous Systems AutoGen: Enabling next-gen LLM applications via multi-agent conversations
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:20.132914Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d599773e-1e08-4b94-8437-936ff3272d30 · outbound
This paper cites MHLO: MLIR HLO dialect for tensorflow and JAX.
Efficient and Scalable Agentic AI with Heterogeneous Systems MHLO: MLIR HLO dialect for tensorflow and JAX
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:20.870365Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 86f396c9-d0f5-4ae0-a371-fab84e38fc6e · outbound
This paper cites Distributed scheduling and optimization in datacenters.
Efficient and Scalable Agentic AI with Heterogeneous Systems Distributed scheduling and optimization in datacenters
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:19.565834Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9da52701-40d8-447c-be2f-5a1b2adaf729 · outbound
This paper cites Minions: Cost-efficient collaboration between on-device and cloud language models, 2025.
Efficient and Scalable Agentic AI with Heterogeneous Systems Minions: Cost-efficient collaboration between on-device and cloud language models, 2025
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:19.377172Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6eb66dad-9fd0-43dc-9245-3e623ba2b9e7 · outbound
This paper cites The tail at scale.
Efficient and Scalable Agentic AI with Heterogeneous Systems The tail at scale
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T14:16:19.771939Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5ba1caaf-7d33-4ebf-a97b-19e2df219a26 · outbound
This paper cites an unresolved cited work.
Efficient and Scalable Agentic AI with Heterogeneous Systems Unresolved cited work
Reference 2022
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-06T14:16:21.290195Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2cdb0ae6-0f93-4d6c-a207-37f8e8c0f7af · outbound
This paper cites an unresolved cited work.
Efficient and Scalable Agentic AI with Heterogeneous Systems Unresolved cited work
Reference 2023
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T14:16:23.462792Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eb8c65bc-fee4-409b-bd06-1aa9579680a9 · outbound
This paper cites an unresolved cited work.
Efficient and Scalable Agentic AI with Heterogeneous Systems Unresolved cited work
Reference 2025
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T14:16:22.624748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
Observation de9f5e88-0396-4cdf-9bc0-54981f4437d3 · inbound
Towards Understanding, Analyzing, and Optimizing Agentic AI Execution: A CPU-Centric Perspective cites this paper.
Towards Understanding, Analyzing, and Optimizing Agentic AI Execution: A CPU-Centric Perspective Efficient and Scalable Agentic AI with Heterogeneous Systems
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T00:55:33.437323Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1fb063ac-fd65-4835-a3fd-f55fe4d19e3d · inbound
AgentCgroup: Understanding and Controlling OS Resources of AI Agents cites this paper.
AgentCgroup: Understanding and Controlling OS Resources of AI Agents Efficient and Scalable Agentic AI with Heterogeneous Systems
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T03:01:33.057696Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54d5e47e-1669-4eff-a621-c99d4afd3551 · inbound
KAIROS: Stateful, Context-Aware Power-Efficient Agentic Inference Serving cites this paper.
KAIROS: Stateful, Context-Aware Power-Efficient Agentic Inference Serving Efficient and Scalable Agentic AI with Heterogeneous Systems
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T07:01:48.812243Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 18f36b17-374a-4892-a635-27528016537d · inbound
GoodServe: Towards High-Goodput Serving of Agentic LLM Inferences over Heterogeneous Resources cites this paper.
GoodServe: Towards High-Goodput Serving of Agentic LLM Inferences over Heterogeneous Resources Efficient and Scalable Agentic AI with Heterogeneous Systems
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T19:32:43.691287Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 03dd8185-ae85-420a-94d3-21f72f2251be · inbound
Agentic AI Workload Characteristics cites this paper.
Agentic AI Workload Characteristics Efficient and Scalable Agentic AI with Heterogeneous Systems
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T20:13:58.827866Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 86714c71-3015-4863-81cf-8883e01e0499 · inbound
KForge: LLM-Driven Cross-Platform Kernel Generation for AI Accelerators cites this paper.
KForge: LLM-Driven Cross-Platform Kernel Generation for AI Accelerators Efficient and Scalable Agentic AI with Heterogeneous Systems
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T22:46:19.704627Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 84e45853-bdd8-43fa-b7d1-cd96eefd4f3f · inbound
The Internet of Agentic AI: Communication, Coordination, and Collective Intelligence at Scale cites this paper.
The Internet of Agentic AI: Communication, Coordination, and Collective Intelligence at Scale Efficient and Scalable Agentic AI with Heterogeneous Systems
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T16:28:39.574783Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1ba8f67a-42bb-4894-a91b-515890b4d362 · inbound
Towards Scalable Customization and Deployment of Multi-Agent Systems for Enterprise Applications cites this paper.
Towards Scalable Customization and Deployment of Multi-Agent Systems for Enterprise Applications Efficient and Scalable Agentic AI with Heterogeneous Systems
Reference 14
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T21:38:58.947218Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d0df7cde-2e1f-42f8-a694-e455935c18e9 · inbound
Agentic Orchestration of HPC Applications in Cloud cites this paper.
Agentic Orchestration of HPC Applications in Cloud Efficient and Scalable Agentic AI with Heterogeneous Systems
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T06:04:31.383714Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd0f6d93-20a2-47bb-bf55-73ca6391e988 · inbound
Architectural Implications of Agentic AI Workflows cites this paper.
Architectural Implications of Agentic AI Workflows Efficient and Scalable Agentic AI with Heterogeneous Systems
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:49:13.400815Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.