Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T22:25:38.498028Z
Paper Citation Record · LEDGER
As of 20 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2508.06995.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T22:25:38.498028Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T22:29:08.158722Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T22:29:08.232404Z
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 1f20ce2b-6316-4a90-90af-101d48ea33cd · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Deepjs: Job scheduling based on deep reinforcement learning in cloud data center,
Reference 1
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 127c51b2-ee86-4fc6-92c4-5cc9442be819 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Bin packing with linear usage costs–an application to energy management in data centres,
Reference 2
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 2ab8b117-3688-46ef-85fb-bca45c12a195 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Data center demand response in deregulated electricity markets,
Reference 3
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 2cf0fa90-fca2-4a58-8990-c239eeb80c27 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Learning scheduling algorithms for data processing clusters,
Reference 4
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 324563ec-f79d-41c9-813c-bf2dbd5682a0 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Online job scheduling scheme for low-carbon data center operation: An information and energy nexus perspective,
Reference 5
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 093a587e-4545-40d6-9136-a7fae41ebf1d · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Modeling demand response capability by inter- net data centers processing batch computing jobs,
Reference 6
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 d5095122-3f8a-4b81-8a04-85f94ed6cc4a · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision A two-stage framework for the multi-user multi-data center job scheduling and resource allocation,
Reference 7
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 96cad6e0-fd4a-4cbd-8d71-8f48055f5f49 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Managing data center cluster as non-wire alternative: A case in balancing market,
Reference 8
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 b82bac92-cb23-4055-a493-dbca61f0786b · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Data center participation in demand response programs with quality-of-service guarantees,
Reference 9
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 df4ff481-1e47-48fb-9273-ff0530375999 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Emission-aware stochastic resource planning scheme for data center microgrid considering batch workload scheduling and risk management,
Reference 10
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 c2cd657c-b94b-464c-9888-895f544f9ed3 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Energy-aware virtual machine allocation in dvfs-enabled cloud data centers,
Reference 11
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 f24bf381-8ed8-4037-84c5-c92348f49406 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision An energy- aware scheduling algorithm in dvfs-enabled networked data centers,
Reference 12
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 5709c848-59a6-4d2b-a670-c7cf74354ba7 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Energy and performance aware fog computing: A case of dvfs and green renewable energy,
Reference 13
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 58967198-1e48-4804-bdfa-0fd4545da7f4 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Energy-efficient dag scheduling with dvfs for cloud data centers,
Reference 14
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 a4c0412c-ce21-403d-95ca-edd6182b98fc · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Resource man- agement with deep reinforcement learning,
Reference 15
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 426ae8ee-92ae-485c-812b-e55f71e3252b · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision An energy aware resource allocation based on combination of cnn and gru for virtual machine selection,
Reference 16
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 dfa689d0-478e-40c6-aa21-b1fbfe647a4a · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Energy-aware qos-based dynamic virtual machine consolidation approach based on rl and ann,
Reference 17
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 43bef59f-9275-4762-a41d-f78b86e3ff74 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Virtual machine migration techniques for optimizing energy consumption in cloud data centers,
Reference 18
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 9a7fbc8c-1f96-4dc8-a457-c83a5f685c70 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Energy-aware resource allocation heuristics for efficient management of data centers for cloud computing,
Reference 19
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 34d5444a-5af0-4cfd-bc17-d8a6b9596408 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision A survey of network isolation solutions for multi-tenant data centers,
Reference 20
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 8900520c-188c-408f-beff-c333f544acd0 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Data center access control,
Reference 21
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 104b563f-8ef0-4ff7-af60-ae73ae299652 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision United states data center energy usage report,
Reference 22
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 472e6a2c-a8ad-4aa0-bb2c-b4056f4a8587 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Carbon- aware computing for datacenters,
Reference 23
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 fddf847a-e00e-488e-8295-9b3db3cea358 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision {Prediction-Based} power oversubscription in cloud platforms,
Reference 24
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 6e017ad1-d90f-4766-b721-7fa552afb81c · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Precise power capping for latency-sensitive applications in datacenter,
Reference 25
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 bfc4e5ae-aa34-4950-9fac-61e039858dd3 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Dynamic application-aware power capping,
Reference 26
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 0f5dbf34-26e2-48ae-8d4d-226281625935 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Understanding the impact of dynamic power capping on appli- cation progress,
Reference 27
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 d6a565da-3154-48ba-a67a-de0b9178bfcb · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Power capping: What works, what does not,
Reference 28
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 fd0d18c4-551d-4f12-88b6-4e3a2f3d7980 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Classified power capping by network distribution trees for green computing,
Reference 29
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 66516b1a-eecd-401e-8086-fd6126ee1163 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Power modeling for effective datacenter planning and compute management,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83ca971b-5891-41fb-8f35-8f1e99e6c66b · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Ai-driven job scheduling in cloud computing: a comprehensive review,
Reference 31
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 f3299a60-cbea-43da-bc1a-4a6ab00a5c65 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision A BDI Agent-Based Task Scheduling Framework for Cloud Computing
Reference 32
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 ebf2da97-8163-4225-9558-bebdd598b548 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Deep Reinforcement Learning: An Overview
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 598cf5ba-3379-4a2f-96b6-62071a8dba89 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Brief survey of model-based reinforcement learning techniques,
Reference 34
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 22d1a1e2-998c-4aad-a5a5-970f224aee6b · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Model-based reinforcement learning with kernels for resource allocation in ran slices,
Reference 35
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 5497a8a6-71aa-447d-bbed-e1b2abef1cb6 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Reliability-aware server consolidation for balancing energy-lifetime tradeoff in virtualized cloud datacenters,
Reference 36
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 c0e9acf4-cfe5-4caf-a2e6-6682584b5c04 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Implicit quantile networks for distributional reinforcement learning,
Reference 37
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 51cc8d8c-f875-4ace-95ec-44fce5bd72ca · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Load balancing on cloud analyst using first come first serve scheduling algorithm,
Reference 38
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 8bfe9ef7-2ca8-492c-b57f-c2bcbbde7ad7 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Fair scheduling with tunable latency: a round-robin approach,
Reference 39
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 386d230d-96fc-48c6-af78-26761eaba166 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Unresolved cited work
Reference 40
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 f8a65ebd-1755-469b-a48b-3593bba68394 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Trace 201708,
Reference 41
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 dea6cc55-2903-4dc3-8c09-5be4b840991a · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Power consumption estimation models for processors, virtual machines, and servers,
Reference 42
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 c95d5fdd-db74-4346-84c0-f41ce5227320 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Markets and operations,
Reference 43
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 7a6f73af-74e6-45e9-a3e3-c5d09c34cba8 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Sla-driven dynamic resource management for multi-tier web applications in a cloud,
Reference 44
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 204d1e13-49f5-4381-85aa-317abe330cd9 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Analyzing alibaba’s co-located datacenter workloads,
Reference 45
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 2e49197e-1dce-44ed-8bc7-41a6ae7db99f · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Learning latent dynamics for planning from pixels,
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 586ce16b-db04-4108-a2f3-30e135e094e4 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Value-aware loss function for model learning in reinforcement learning,
Reference 47
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 5649f022-a54c-429e-ad7a-6c33e46aedb5 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Service level agreements and security sla: A comprehensive survey,
Reference 48
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 338b93ce-aaed-4194-bf9d-8b6199ab53c4 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision What is an sla? best practices for service-level agreements,
Reference 49
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 73a838cc-3a26-48ee-bc5d-db428541a4b7 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Iterative value-aware model learning,
Reference 50
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 237b0bab-48cb-499d-9a9e-97c5bf9280b1 · outbound
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Springer, 2013, pp
Reference 2013
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 ff406d0b-d9cf-42ba-adff-140139113c80 · inbound
Conformal Set-based Human-AI Complementarity with Multiple Experts S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision
Reference 1
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.