Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure | Paper Citation Record

Observation 959de874-0ed6-4b10-a622-7ab39d29eb88 · outbound

This paper cites Avoiding another AI winter,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Avoiding another AI winter,

Reference 1

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Observation ce54bb8e-08e7-4648-8652-de5c02771f8e · outbound

This paper cites A Brief History of AI: How to Prevent Another Winter,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure A Brief History of AI: How to Prevent Another Winter,

Reference 2

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This paper cites Attention is all you need,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Attention is all you need,

Reference 3

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This paper cites Annotated History of Modern AI and Deep Learning,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Annotated History of Modern AI and Deep Learning,

Reference 4

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This paper cites ImageNet Classification with Deep Convolutional Neural Networks,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure ImageNet Classification with Deep Convolutional Neural Networks,

Reference 5

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This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding,

Reference 6

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Observation b6e0c890-a0e1-48ac-a03e-279326fb2505 · outbound

This paper cites The Llama 3 Herd of Models.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure The Llama 3 Herd of Models

Reference 7

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Observation 13bf8b61-7b83-4743-8764-ec3ce4cbf352 · outbound

This paper cites Generative Adversarial Nets,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Generative Adversarial Nets,

Reference 8

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Observation 8d03c592-3f66-4338-9dae-a5080df60f22 · outbound

This paper cites Learning to learn by gradient descent by gradient descent,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Learning to learn by gradient descent by gradient descent,

Reference 9

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Observation c643b260-79ef-4c73-9b22-1d47c1d1100d · outbound

This paper cites Gradient Descent: The Ultimate Optimizer,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Gradient Descent: The Ultimate Optimizer,

Reference 10

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This paper cites An overview of gradient descent optimization algorithms.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure An overview of gradient descent optimization algorithms

Reference 11

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Observation 230dcd83-dac4-4422-82a6-054fa3ad0dd1 · outbound

This paper cites Optimization methods for large-scale machine learning,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Optimization methods for large-scale machine learning,

Reference 12

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Observation 36e9eb5a-9b22-4de1-a768-9b076e810478 · outbound

This paper cites Practical recommendations for gradient-based training of deep architectures,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Practical recommendations for gradient-based training of deep architectures,

Reference 13

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Observation 86498f9e-16f8-4fd0-9321-efb53d7b24b0 · outbound

This paper cites On the Number of Linear Regions of Deep Neural Networks,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure On the Number of Linear Regions of Deep Neural Networks,

Reference 14

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This paper cites Representation learning: A review and new perspectives,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Representation learning: A review and new perspectives,

Reference 15

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Observation 817ff0a6-3d06-4c31-ada0-b89333443442 · outbound

This paper cites Intrinsic dimension of data representations in deep neural networks,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Intrinsic dimension of data representations in deep neural networks,

Reference 16

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This paper cites High dimensional, tabular deep learning with an auxiliary knowledge graph,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure High dimensional, tabular deep learning with an auxiliary knowledge graph,

Reference 17

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This paper cites General-purpose, long-context autoregressive modeling with Perceiver AR,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure General-purpose, long-context autoregressive modeling with Perceiver AR,

Reference 18

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Observation 2cf42575-8cc0-4ea4-9900-a535202646f8 · outbound

This paper cites A survey on hardware accelerators: Taxonomy, trends, challenges, and perspectives,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure A survey on hardware accelerators: Taxonomy, trends, challenges, and perspectives,

Reference 19

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Observation 31a8081c-30cd-4d7f-9c56-80b53a4dc450 · outbound

This paper cites The transformational role of GPU computing and deep learning in drug discovery,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure The transformational role of GPU computing and deep learning in drug discovery,

Reference 20

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Observation 6f31e56b-8ae3-4121-8ef2-2e28ea43073b · outbound

This paper cites ZeRO: Memory optimizations Toward Training Trillion Parameter Models,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure ZeRO: Memory optimizations Toward Training Trillion Parameter Models,

Reference 21

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Observation 6e48f871-6030-4f03-9662-04c96aa0b323 · outbound

This paper cites DeepSpeed: System Optimizations Enable Training Deep Learning Models with Over 100 Billion Parameters,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure DeepSpeed: System Optimizations Enable Training Deep Learning Models with Over 100 Billion Parameters,

Reference 22

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Observation b9639a43-3504-44fe-8d70-49190af0d5a7 · outbound

This paper cites Gpu graph processing on cxl-based microsecond-latency external memory,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Gpu graph processing on cxl-based microsecond-latency external memory,

Reference 23

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This paper cites EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal In GPUs.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal In GPUs

Reference 24

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This paper cites Efficient memory management for large language model serving with pagedattention,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Efficient memory management for large language model serving with pagedattention,

Reference 26

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This paper cites H2O: Heavy-hitter oracle for efficient generative inference of large language models,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure H2O: Heavy-hitter oracle for efficient generative inference of large language models,

Reference 27

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This paper cites Keyformer: Kv cache reduction through key tokens selection for efficient generative inference,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Keyformer: Kv cache reduction through key tokens selection for efficient generative inference,

Reference 28

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This paper cites TCCL: Co-optimizing Collective Communication and Traffic Routing for GPU-centric Clusters,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure TCCL: Co-optimizing Collective Communication and Traffic Routing for GPU-centric Clusters,

Reference 29

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This paper cites Sˆ3: Increasing GPU Utilization during Generative Inference for Higher Throughput,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Sˆ3: Increasing GPU Utilization during Generative Inference for Higher Throughput,

Reference 30

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Observation 5873df17-6e2b-4c7e-9730-45ba117901b1 · outbound

This paper cites NVIDIA Grace GPU.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure NVIDIA Grace GPU

Reference 31

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This paper cites Characterization and prediction of deep learning workloads in large-scale GPU datacenters,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Characterization and prediction of deep learning workloads in large-scale GPU datacenters,

Reference 32

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This paper cites Towards Memory Disaggregation via NVLink C2C: Benchmarking CPU-Requested GPU Memory Access,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Towards Memory Disaggregation via NVLink C2C: Benchmarking CPU-Requested GPU Memory Access,

Reference 33

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This paper cites Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters,

Reference 34

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This paper cites A memory perspective: The effects of finetuning llms with highbandwidth memory,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure A memory perspective: The effects of finetuning llms with highbandwidth memory,

Reference 35

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This paper cites Whitepaper: NVDIA GH200 Grace Hopper Superchip Architecture,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Whitepaper: NVDIA GH200 Grace Hopper Superchip Architecture,

Reference 36

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Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Streambox-hbm: Stream analytics on high bandwidth hybrid memory,

Reference 37

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Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Performance evaluation and optimization of HBM- enabled GPU for data-intensive applications,

Reference 38

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Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure NVIDIA GB200 NVL72 Delivers Trillion-Parameter LLM Train- ing and Real-Time Inference

Reference 39

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This paper cites Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity,

Reference 40

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This paper cites Retrieval augmented language model pre-training,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Retrieval augmented language model pre-training,

Reference 41

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Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Improving language models by retrieving from trillions of tokens,

Reference 42

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This paper cites Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 43

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This paper cites How Much Knowledge Can You Pack Into the Parameters of a Language Model?.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure How Much Knowledge Can You Pack Into the Parameters of a Language Model?

Reference 44

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Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Pipedream: generalized pipeline parallelism for dnn training,

Reference 45

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This paper cites Number of parameters in gpt-4 (latest data),.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Number of parameters in gpt-4 (latest data),

Reference 46

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This paper cites NVIDIA GB200 NVL72.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure NVIDIA GB200 NVL72

Reference 47

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Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure NVIDIA GB300 NVL72

Reference 48

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Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure NVIDIA DGX GB300

Reference 49

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This paper cites Understanding communication characteristics of distributed training,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Understanding communication characteristics of distributed training,

Reference 50

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This paper cites MAD-Max Beyond Single-Node: Enabling Large Machine Learning Model Acceleration on Distributed Systems,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure MAD-Max Beyond Single-Node: Enabling Large Machine Learning Model Acceleration on Distributed Systems,

Reference 51

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This paper cites FLUX: Fast Software-based Communication Overlap On GPUs Through Kernel Fusion.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure FLUX: Fast Software-based Communication Overlap On GPUs Through Kernel Fusion

Reference 52

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This paper cites Collective communication library NCCL,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Collective communication library NCCL,

Reference 53

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This paper cites Lancet: Accelerating mixture-of-experts training via whole graph computation-communication overlapping,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Lancet: Accelerating mixture-of-experts training via whole graph computation-communication overlapping,

Reference 54

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This paper cites Traci: Network acceleration of input-dynamic communication for large-scale deep learning recommendation model,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Traci: Network acceleration of input-dynamic communication for large-scale deep learning recommendation model,

Reference 55

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Observation 471bbb5c-5a05-4a5c-9cf5-fda77f7e335a · outbound

This paper cites GPU graph processing on cxl-based microsecond-latency external memory,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure GPU graph processing on cxl-based microsecond-latency external memory,

Reference 56

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Observation 384a5e5c-0585-4f59-816a-35cb297168eb · outbound

This paper cites Understanding routable{PCIe} performance for composable infrastructures,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Understanding routable{PCIe} performance for composable infrastructures,

Reference 57

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Observation 30621a73-9791-4094-b55c-09cf1298a79e · outbound

This paper cites Understanding PCIe performance for end host networking,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Understanding PCIe performance for end host networking,

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:50.922505Z

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Observation 841d44a9-30e2-43be-8d86-9e77e01648f1 · outbound

This paper cites CXL 1.0 specification,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure CXL 1.0 specification,

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:50.962356Z

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Observation bb516739-9b5e-49d5-b7bd-c50bda4ccffd · outbound

This paper cites CXL 2.0 specification,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure CXL 2.0 specification,

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:51.007942Z

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Observation b9ed063f-1f98-4bb9-a208-cfc37af202b0 · outbound

This paper cites CXL 3.2 specification,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure CXL 3.2 specification,

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:51.145890Z

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Observation a26f8c62-0d99-410a-b902-9805103c873e · outbound

This paper cites Overcoming the memory wall with CXL-Enabled SSDs,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Overcoming the memory wall with CXL-Enabled SSDs,

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:51.321615Z

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Observation 24c01a0a-fe55-4b2d-83d5-28555188efb3 · outbound

This paper cites An introduction to the compute express link (cxl) interconnect,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure An introduction to the compute express link (cxl) interconnect,

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:51.497367Z

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Observation f547036c-fa1a-48f2-9ade-afaed31ea7c9 · outbound

This paper cites Hello bytes, bye blocks: Pcie storage meets compute express link for memory expansion (cxl- ssd),.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Hello bytes, bye blocks: Pcie storage meets compute express link for memory expansion (cxl- ssd),

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:51.592359Z

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Observation 82da996e-dfcc-425a-924f-599f1447b1f9 · outbound

This paper cites Pond: CXL-Based Memory Pooling Systems for Cloud Platforms,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Pond: CXL-Based Memory Pooling Systems for Cloud Platforms,

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:51.698491Z

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Observation ff480925-c66a-48f1-90df-47112c03486f · outbound

This paper cites Breaking the Memory Wall with Compute Express Link (CXL),.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Breaking the Memory Wall with Compute Express Link (CXL),

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:51.855162Z

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Observation f68a0c7c-ec19-412b-be8f-7ec0cdc963ca · outbound

This paper cites Direct access,{High-Performance} memory disaggregation with {DirectCXL},.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Direct access,{High-Performance} memory disaggregation with {DirectCXL},

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:51.978517Z

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Observation c7687572-0c16-4271-9ff6-d708d5201e6b · outbound

This paper cites Retrieval-Augmented Generation for Knowledge- Intensive NLP Tasks,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Retrieval-Augmented Generation for Knowledge- Intensive NLP Tasks,

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.098820Z

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Observation a0e41e77-acd9-42ee-9fb5-3b0c00fbbe77 · outbound

This paper cites Active retrieval augmented generation,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Active retrieval augmented generation,

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.250936Z

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Observation bc36a144-68c5-4bea-a581-9335f12d6625 · outbound

This paper cites Benchmarking large language models in retrieval-augmented generation,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Benchmarking large language models in retrieval-augmented generation,

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.273606Z

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Observation d9633924-eb71-482b-afd5-f45472ed02e3 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.278520Z

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Observation 06914274-d58b-457b-8d19-abd0f881ab54 · outbound

This paper cites KV Cache is 1 Bit Per Channel: Efficient Large Language Model Inference with Coupled Quantization,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure KV Cache is 1 Bit Per Channel: Efficient Large Language Model Inference with Coupled Quantization,

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.282773Z

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Observation 2b512ef9-215c-46e6-8276-0a7e88ee8044 · outbound

This paper cites InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management,

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.286774Z

Source-reported events for the cited work

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Observation cd5008a8-7a74-49ce-b623-cf7ef4fcb953 · outbound

This paper cites an unresolved cited work.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Unresolved cited work

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.295326Z

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Observation 4e619249-3789-4d1a-b210-d866683c063d · outbound

This paper cites UALink 200G 1.0 Specification,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure UALink 200G 1.0 Specification,

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.299507Z

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Observation 0648a33f-7136-4ac6-b069-f1d56f84b3dc · outbound

This paper cites [Online].

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure [Online]

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.304004Z

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Observation eb1fa165-8f59-43ed-8ad9-299a250c5d4a · outbound

This paper cites How Ultra Ethernet and UALink Enable High-Performance, Scalable AI Net- works,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure How Ultra Ethernet and UALink Enable High-Performance, Scalable AI Net- works,

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.307870Z

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Observation 56a82bf3-06c3-4ccb-b828-cd3aef461c0b · outbound

This paper cites What is NVLink?.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure What is NVLink?

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.312269Z

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Observation 7cf12210-d465-4efd-bb1e-0ff26e842dde · outbound

This paper cites NVLink NVIDIA.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure NVLink NVIDIA

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.316486Z

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Observation 46b9b429-6b4d-4d19-ad94-3b5522fb34dd · outbound

This paper cites WNVIDIA NVLink and NVLink Switch,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure WNVIDIA NVLink and NVLink Switch,

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.320597Z

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Observation 934bb20d-f772-4c9b-92df-c6c03597161e · outbound

This paper cites NVIDIA Fusion,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure NVIDIA Fusion,

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.325885Z

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Observation abe2fbb5-ab79-4646-84d3-f4a186d36bf0 · outbound

This paper cites NVIDIA Unveils NVLink Fusion for Industry to Build Semi-Custom AI Infrastructure With NVIDIA Partner Ecosystem,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure NVIDIA Unveils NVLink Fusion for Industry to Build Semi-Custom AI Infrastructure With NVIDIA Partner Ecosystem,

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.330598Z

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Observation 2c3d6217-7bca-42b3-b630-3322f6115450 · outbound

This paper cites Design guidelines for high performance RDMA systems,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Design guidelines for high performance RDMA systems,

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.335714Z

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Observation 00107cb5-d202-45bc-9945-85443b3620ad · outbound

This paper cites An optimized rdma qp communication mechanism for hyperscale ai infrastructure,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure An optimized rdma qp communication mechanism for hyperscale ai infrastructure,

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.340336Z

Source-reported events for the cited work

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Observation 8930f5e3-5903-4a69-9dae-15bcfe274ece · outbound

This paper cites Rdma over commodity ethernet at scale,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Rdma over commodity ethernet at scale,

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.344945Z

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Observation 73cf4e6c-14cb-4bf8-b9f0-d9ba13039319 · outbound

This paper cites Rdma over ethernet for distributed training at meta scale,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Rdma over ethernet for distributed training at meta scale,

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.349414Z

Source-reported events for the cited work

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Observation c6752674-f8d7-42d1-8955-2a70fdc79b8a · outbound

This paper cites Graph 500 benchmarks,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Graph 500 benchmarks,

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.354129Z

Source-reported events for the cited work

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Observation 0cbfd1c4-2aa3-4710-97ab-01553aa7803d · outbound

This paper cites NASA Parallel Benchmarks,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure NASA Parallel Benchmarks,

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.358617Z

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Observation b079bcc4-4f69-4538-88a1-67e2a3d2a180 · outbound

This paper cites Lattice Boltzmann Method Benchmarks,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Lattice Boltzmann Method Benchmarks,

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.362917Z

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Observation 9eadc4c9-ba07-4553-a645-e7379d2df155 · outbound

This paper cites Tealeaf: A mini-application to enable design-space explorations for iter- ative sparse linear solvers,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Tealeaf: A mini-application to enable design-space explorations for iter- ative sparse linear solvers,

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.368008Z

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Observation a3c2b24c-ff96-4394-96e0-379e07187362 · outbound

This paper cites Advances in Numerical Modeling for Heat Transfer and Thermal Management: A Review of Computational Approaches and Environmental Impacts,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Advances in Numerical Modeling for Heat Transfer and Thermal Management: A Review of Computational Approaches and Environmental Impacts,

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.373255Z

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Observation 28ac1eaa-66f3-4df4-ac04-895eedf55958 · outbound

This paper cites Sequence to sequence learning with neural networks,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Sequence to sequence learning with neural networks,

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.377684Z

Source-reported events for the cited work

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Observation 5a373215-d156-48c6-b4a4-efc312586920 · outbound

This paper cites State-of-the-Art Speech Recognition with Sequence-to-Sequence Models,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure State-of-the-Art Speech Recognition with Sequence-to-Sequence Models,

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.382589Z

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Observation 96a0f40e-6fc5-4f28-9edc-39dac6ccafc8 · outbound

This paper cites Multi-task Sequence to Sequence Learning.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Multi-task Sequence to Sequence Learning

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.387160Z

Source-reported events for the cited work

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Observation 52159462-23da-4ded-b9ea-d1eb5d68801b · outbound

This paper cites Improving language understanding by generative pre-training,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Improving language understanding by generative pre-training,

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.391709Z

Source-reported events for the cited work

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Observation 3ad91b25-060f-4df5-b3be-a912d60c31ca · outbound

This paper cites New models and developer products announced at devday,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure New models and developer products announced at devday,

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.396528Z

Source-reported events for the cited work

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Observation 90d55f46-fc11-435e-b221-471e0fc7b53e · outbound

This paper cites Models. Llama3.1, 3.2, 3.3, Llama4.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Models. Llama3.1, 3.2, 3.3, Llama4

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.401383Z

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Observation b0939831-f130-44e4-8f90-42609091dea7 · outbound

This paper cites GPT-4 Turbo,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure GPT-4 Turbo,

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.406098Z

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Observation 034394ad-decb-4ee1-b18a-097dd6a12cf2 · outbound

This paper cites Gemini 2.5: Our most intelligent AI model,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Gemini 2.5: Our most intelligent AI model,

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.410359Z

Source-reported events for the cited work

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Observation a1b23261-f358-4822-8701-3df548b49dcf · outbound

This paper cites Report: Google DeepMind Gemini,.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Report: Google DeepMind Gemini,

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.414527Z

Source-reported events for the cited work

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Observation e3ebedf8-4822-4a8d-965b-a541e76b50f9 · outbound

This paper cites Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

Reference 103

Resolution: unresolved; no resolver link, observed 2026-08-06T18:50:52.423393Z

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Outbound references

Pith citing papers