Paper Citation Record · LEDGER

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management

As of 20 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 4 inbound Pith citation observations for arXiv:2501.06709.

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

pith.paper-citation-record.v1
2501.06709 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:58:08.498820Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:45:32.847427Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

44 of 44 outbound references displayed

verified exact0
verified fuzzy37
unresolved5
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 70838d38-4447-49df-a558-80af7a61cc6b · outbound

This paper cites Brown, B.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Brown, B

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.653172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e9b3d3ab-052a-46ce-b479-6114c41f6f03 · outbound

This paper cites GPT-4 Technical Report.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T20:58:08.221119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2642f22a-d560-412d-a3b7-041a69b91997 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management LLaMA: Open and Efficient Foundation Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T20:58:08.227140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8b27bae-ca69-4c32-aab8-045993c3a9e1 · outbound

This paper cites Characterization of large language model development in the datacenter,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Characterization of large language model development in the datacenter,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.623471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a9b7d5f8-4f80-4113-9703-d45e9911c44a · outbound

This paper cites Orca: A distributed serving system for Transformer-Based generative models,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Orca: A distributed serving system for Transformer-Based generative models,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.600018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5a53d823-1a65-4e4a-859f-72126ad12211 · outbound

This paper cites Splitwise: Efficient generative llm inference using phase splitting,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Splitwise: Efficient generative llm inference using phase splitting,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.576977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d3401967-7f6b-4079-82e4-878eb18686a4 · outbound

This paper cites Optimus: Warming serverless ml inference via inter-function model transformation,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Optimus: Warming serverless ml inference via inter-function model transformation,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.552481Z

Source-reported events for the cited work

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Observation 995dcd7f-b0f1-4a81-8ef3-f9f7b29ef31b · outbound

This paper cites Otas: An elastic transformer serving system via token adaptation,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Otas: An elastic transformer serving system via token adaptation,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.528062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c51ead8a-cd79-482f-9ad7-581802a112da · outbound

This paper cites Galaxy: A resource-efficient collaborative edge ai system for in-situ transformer inference,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Galaxy: A resource-efficient collaborative edge ai system for in-situ transformer inference,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.507764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 49e0f30b-0397-499f-9da2-81df2420cc4a · outbound

This paper cites Efficiently scaling transformer inference,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Efficiently scaling transformer inference,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.484082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b98744f7-ea30-4b0f-8c29-375784e0e37e · outbound

This paper cites LongloRA: Efficient fine-tuning of long-context large language models,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management LongloRA: Efficient fine-tuning of long-context large language models,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.461417Z

Source-reported events for the cited work

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Observation c4a6f511-e017-42b4-aa5f-014cac17659c · outbound

This paper cites Efficient memory management for large lan- guage model serving with pagedattention,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Efficient memory management for large lan- guage model serving with pagedattention,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.433817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 36fe6834-c623-4a4a-b6ee-baf3aa39282c · outbound

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

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Keyformer: Kv cache reduction through key tokens selection for efficient generative inference,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.408044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d00bb195-ef32-4aaa-85a2-30ee35428d73 · outbound

This paper cites H2o: Heavy-hitter oracle for efficient generative inference of large language models,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management H2o: Heavy-hitter oracle for efficient generative inference of large language models,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.386345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f871c23b-05d6-4ad8-9056-f3344e591c07 · outbound

This paper cites Efficient streaming language models with attention sinks,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Efficient streaming language models with attention sinks,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.359107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c370e43a-eb65-47c6-908d-b817162cd06d · outbound

This paper cites Scissorhands: Exploiting the persistence of importance hypothesis for LLM KV cache compression at test time,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Scissorhands: Exploiting the persistence of importance hypothesis for LLM KV cache compression at test time,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.339682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f6791e28-2a64-42b7-901d-bd756b1bba73 · outbound

This paper cites KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T20:58:08.323613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7d8c44a-c3e6-421b-9e35-83e93800a937 · outbound

This paper cites Model tells you what to discard: Adaptive KV cache compression for LLMs,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Model tells you what to discard: Adaptive KV cache compression for LLMs,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.320919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 92d5fa76-fd6b-45b5-8513-c5cddeeb8fac · outbound

This paper cites Flexgen: high-throughput generative inference of large language models with a single gpu,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Flexgen: high-throughput generative inference of large language models with a single gpu,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.289777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 21a3dae1-09ea-4da9-9f75-686ecf9d61e7 · outbound

This paper cites Infinigen: Efficient generative in- ference of large language models with dynamic kv cache management,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Infinigen: Efficient generative in- ference of large language models with dynamic kv cache management,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.265498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1668b1ff-fff7-482d-9975-177f6099fe7d · outbound

This paper cites Cost-Efficient large language model serving for multi-turn conversations with CachedAttention,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Cost-Efficient large language model serving for multi-turn conversations with CachedAttention,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.241225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 17a3a078-f1d3-4e2a-a5b9-b39cccd494d5 · outbound

This paper cites Deepspeed- inference: enabling efficient inference of transformer models at unprece- dented scale,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Deepspeed- inference: enabling efficient inference of transformer models at unprece- dented scale,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.218362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e7f660de-3832-4453-8725-a33dbb518132 · outbound

This paper cites Llumnix: Dynamic scheduling for large language model serving,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Llumnix: Dynamic scheduling for large language model serving,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.193397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9057a506-236a-438c-90e5-4d64452995a6 · outbound

This paper cites Serverlessllm: Low-latency serverless inference for large language models,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Serverlessllm: Low-latency serverless inference for large language models,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.173370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 19df26f4-727a-4b8a-b54f-a3a7326ff70c · outbound

This paper cites Turbotransformers: an efficient gpu serving system for transformer models,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Turbotransformers: an efficient gpu serving system for transformer models,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.146756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7e83071a-3a68-4526-94d9-b8d3d42306be · outbound

This paper cites Taming throughput-latency tradeoff in llm inference with sarathi-serve,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Taming throughput-latency tradeoff in llm inference with sarathi-serve,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.122150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3cc9f462-3e53-4d19-876a-a09fa998e019 · outbound

This paper cites Distserve: Disaggregating prefill and decoding for goodput-optimized large language model serving,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Distserve: Disaggregating prefill and decoding for goodput-optimized large language model serving,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.086283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a9042608-ac4d-4cde-97b3-35f7cd5fc350 · outbound

This paper cites Inference without Interference: Disaggregate LLM Inference for Mixed Downstream Workloads.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Inference without Interference: Disaggregate LLM Inference for Mixed Downstream Workloads

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T20:58:08.401041Z

Source-reported events for the cited work

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Observation 3405f68f-6281-44eb-ba11-2d40878f4747 · outbound

This paper cites dLoRA: Dynam- ically orchestrating requests and adapters for LoRA LLM serving,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management dLoRA: Dynam- ically orchestrating requests and adapters for LoRA LLM serving,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.061030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7546fca3-7b42-40bd-9489-c5b6ea9e92ce · outbound

This paper cites LMSYS- chat-1m: A large-scale real-world LLM conversation dataset,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management LMSYS- chat-1m: A large-scale real-world LLM conversation dataset,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.033618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2f10efc9-75f1-4584-8455-1b3a8a0032fb · outbound

This paper cites Wildchat: 1m chatGPT interaction logs in the wild,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Wildchat: 1m chatGPT interaction logs in the wild,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:09.014848Z

Source-reported events for the cited work

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Observation 207f5195-686a-466c-a0d1-ae5395559b42 · outbound

This paper cites Judging LLM-as-a-judge with MT-bench and chatbot arena,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Judging LLM-as-a-judge with MT-bench and chatbot arena,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:08.995713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7b768cf5-06c4-4aab-8dc5-4266b15924aa · outbound

This paper cites Koala: A dialogue model for academic research,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Koala: A dialogue model for academic research,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T20:58:08.429322Z

Source-reported events for the cited work

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Observation 37831d52-d151-4bfd-b0d0-10ecd0a38cdc · outbound

This paper cites Response length perception and sequence scheduling: An LLM-empowered LLM inference pipeline,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Response length perception and sequence scheduling: An LLM-empowered LLM inference pipeline,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:08.965068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 53e40a07-cfdc-4642-8716-f2bc105a4cce · outbound

This paper cites an unresolved cited work.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Unresolved cited work

Reference 35

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Source-reported events for the cited work

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Observation f145516f-1315-48cf-b63d-90fa4948dcbb · outbound

This paper cites Adaptive resource provi- sioning for the cloud using online bin packing,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Adaptive resource provi- sioning for the cloud using online bin packing,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:08.928833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4abe209a-994f-41df-9d29-5bf5a9aac970 · outbound

This paper cites Efficient online strategies for renting servers in the cloud,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Efficient online strategies for renting servers in the cloud,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:08.908341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 71d93163-586b-4e8f-8e20-fef44de7b11d · outbound

This paper cites Powernap: eliminating server idle power,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Powernap: eliminating server idle power,

Reference 38

Resolution: malformed identifier; no resolver link, observed 2026-08-10T20:58:08.460910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99c54bf0-4ef5-498b-9932-3f39f792bc10 · outbound

This paper cites Easy, fast, and cheap llm serving for everyone,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Easy, fast, and cheap llm serving for everyone,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:08.885991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e58c2e49-e9eb-416a-a8f6-336b99cdc3ec · outbound

This paper cites Ray: a unified framework for scaling ai and python applications,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Ray: a unified framework for scaling ai and python applications,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:08.859845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8ecb158a-0e6c-4f84-a2c1-6053038575de · outbound

This paper cites Gloo: Collective communications library with various primitives for multi-machine training,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Gloo: Collective communications library with various primitives for multi-machine training,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:08.810006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a36461d3-72c8-4209-b669-8f95285db950 · outbound

This paper cites Openai platform document,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Openai platform document,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:08.790533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8f967afb-874f-4d4b-957e-8dee2255b2e4 · outbound

This paper cites Anthropic platform document,.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Anthropic platform document,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:08.769470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4a2d838e-b267-4d3b-8d9e-a7e1500860a8 · outbound

This paper cites Available: https://github.com/ray-project/ray.

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management Available: https://github.com/ray-project/ray

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:58:08.836802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

Observation 01ad7691-2c93-438b-9311-2acf41d527b1 · inbound

A Survey on Large Language Model Acceleration based on KV Cache Management cites this paper.

A Survey on Large Language Model Acceleration based on KV Cache Management Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management

Reference 260

Resolution: unresolved; no resolver link, observed 2026-08-11T00:38:49.523271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80459404-6387-4874-b2a6-aef638b43d33 · inbound

Prism: Cost-Efficient Multi-LLM Serving via GPU Memory Ballooning cites this paper.

Prism: Cost-Efficient Multi-LLM Serving via GPU Memory Ballooning Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:32.847427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b31f61f-9a83-4899-bc23-8de4f04438e7 · inbound

ForkKV: Scaling Multi-LoRA Agent Serving via Copy-on-Write Disaggregated KV Cache cites this paper.

ForkKV: Scaling Multi-LoRA Agent Serving via Copy-on-Write Disaggregated KV Cache Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-10T20:25:46.874022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 87c72b18-1423-4970-92e9-e9b572cdfcb1 · inbound

LLM Serving in the Wild: An Empirical Study of Frameworks, Methods, and System Designs cites this paper.

LLM Serving in the Wild: An Empirical Study of Frameworks, Methods, and System Designs Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management

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