Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:32:48.834979Z
Paper Citation Record · LEDGER
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction
As of 15 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2506.13730.
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 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
30 of 30 outbound references displayed
- verified exact1
- verified fuzzy25
- unresolved3
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation dc132ee5-bc9f-4f2a-8fe8-845f5f46aeba · outbound
This paper cites Intelligent resource prediction for hpc and scientific workflows,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction Intelligent resource prediction for hpc and scientific workflows,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:52.192120Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 95f212be-b230-4501-90ce-174daa3a7446 · outbound
This paper cites Cloud computing virtualization of resources allocation for distributed systems,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction Cloud computing virtualization of resources allocation for distributed systems,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:52.099822Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ab6696fc-5256-4b0a-bf06-b1cf04a78769 · outbound
This paper cites Extreme heterogeneity 2018 - productive computational science in the era of extreme heterogeneity: Report for doe ascr workshop on extreme heterogeneity,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction Extreme heterogeneity 2018 - productive computational science in the era of extreme heterogeneity: Report for doe ascr workshop on extreme heterogeneity,
Reference 3
- Resolution
- verified exact
- raw_fallback, observed 2026-08-07T00:32:49.313550Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 93ece260-b31f-4481-a08f-e3b8d1832967 · outbound
This paper cites A comprehensive evaluation of novel ai accelerators for deep learning workloads,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction A comprehensive evaluation of novel ai accelerators for deep learning workloads,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:52.017226Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c1356c41-01fa-45a4-9cb2-86ceccc92fb2 · outbound
This paper cites [Online].
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction [Online]
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:51.919581Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 59144036-af77-4c5e-a6e1-56b2f58f3e51 · outbound
This paper cites Empowering agroecosystem modeling with htc scientific workflows: The cycles model use case,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction Empowering agroecosystem modeling with htc scientific workflows: The cycles model use case,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:51.823413Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c0276ed2-a353-46ce-970f-69605c076822 · outbound
This paper cites BurnPro3D: A Platform for Prescribed Fire Planning and Optimization,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction BurnPro3D: A Platform for Prescribed Fire Planning and Optimization,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:51.718834Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4dee4cb7-8936-486a-9b09-de38cc66f8f0 · outbound
This paper cites The pacific research platform: Making high-speed networking a reality for the scientist,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction The pacific research platform: Making high-speed networking a reality for the scientist,
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:32:46.864949Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d752fbd9-bb22-46f3-b132-a2fd1c31f6f3 · outbound
This paper cites Montage: a grid portal and software toolkit for science-grade astronomical image mosaicking,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction Montage: a grid portal and software toolkit for science-grade astronomical image mosaicking,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:51.627419Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 85c81b13-9d66-450c-a0be-47483901cdd1 · outbound
This paper cites Imagenet: A large- scale hierarchical image database,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction Imagenet: A large- scale hierarchical image database,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:51.530469Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation bdad398c-8c06-450f-bed8-9f11f69576fc · outbound
This paper cites GPT-4 Technical Report.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction GPT-4 Technical Report
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:32:47.240636Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2dbc5fd-dfb6-41e9-a671-9f75439630f4 · outbound
This paper cites The workload on parallel supercomputers: modeling the characteristics of rigid jobs,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction The workload on parallel supercomputers: modeling the characteristics of rigid jobs,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:51.422240Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 98414ae5-1c28-41f4-af74-a35fed6bd064 · outbound
This paper cites Workload modeling for performance evaluation,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction Workload modeling for performance evaluation,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:51.310080Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4d0a240b-2508-441f-9346-d5fad391da01 · outbound
This paper cites A case study of data management challenges presented in large-scale machine learning workflows,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction A case study of data management challenges presented in large-scale machine learning workflows,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:51.236631Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 056e8f04-4c70-4ccb-b91d-1ab3718016e5 · outbound
This paper cites Analysis of the jobs resource utilization on a production system,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction Analysis of the jobs resource utilization on a production system,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:51.133722Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0aee026c-da58-4c48-b48e-00bf2335e324 · outbound
This paper cites Evalix: Classification and pre- diction of job resource consumption on hpc platforms,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction Evalix: Classification and pre- diction of job resource consumption on hpc platforms,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:51.025685Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c1d2bab0-0fef-4d83-b8e4-014ee8e2e39c · outbound
This paper cites Managing the topology of heterogeneous cluster nodes with hardware locality (hwloc),.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction Managing the topology of heterogeneous cluster nodes with hardware locality (hwloc),
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:50.867256Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1488c6e1-35f2-4478-a440-2da93e7565b8 · outbound
This paper cites Predicting the performance-cost trade-off of applications across multi- ple systems,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction Predicting the performance-cost trade-off of applications across multi- ple systems,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:50.750100Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 672d5151-ac10-4804-9c97-a4193e79d618 · outbound
This paper cites On the use of machine learning to predict the time and resources consumed by applications,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction On the use of machine learning to predict the time and resources consumed by applications,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:50.520640Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation db05fc70-8b0c-4234-89fa-fd6f196c23c7 · outbound
This paper cites The use of machine learning algorithms in recommender systems: A systematic review,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction The use of machine learning algorithms in recommender systems: A systematic review,
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:50.394875Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1c6f0fcb-801e-4c55-9621-fc66535715eb · outbound
This paper cites Reinforcement learning based recommender systems: A survey,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction Reinforcement learning based recommender systems: A survey,
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:50.261142Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4aa93694-8eda-483b-8144-cfbb7ff2dc4a · outbound
This paper cites A similarity metric designed to speed up, using hardware, the recommender systems k-nearest neighbors algorithm,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction A similarity metric designed to speed up, using hardware, the recommender systems k-nearest neighbors algorithm,
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:50.142866Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e00d4d68-130b-4299-a2c2-e64b5d9bf337 · outbound
This paper cites A literature review of recommendation systems,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction A literature review of recommendation systems,
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:50.053411Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 917340ba-9755-439f-941d-ecd7d74e3196 · outbound
This paper cites Towards an integrated performance framework for fire science and management workflows,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction Towards an integrated performance framework for fire science and management workflows,
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:49.909515Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation afeb12ba-cf94-4a37-b649-437c25d4dddc · outbound
This paper cites Introduction to multi-armed bandits,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction Introduction to multi-armed bandits,
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:49.764088Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4d6e41ed-df2d-443f-904f-a25def63b0c5 · outbound
This paper cites Marginal productivity index policies for dynamic priority allocation in restless bandit models.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction Marginal productivity index policies for dynamic priority allocation in restless bandit models
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:49.660350Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9d796995-bb7e-4dd2-b0f8-4a75dbc98f16 · outbound
This paper cites Survey on applications of multi-armed and contextual bandits,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction Survey on applications of multi-armed and contextual bandits,
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:49.567818Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0086b258-3919-4acd-9df0-c47e3a58030c · outbound
This paper cites A Survey on Contextual Multi-armed Bandits.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction A Survey on Contextual Multi-armed Bandits
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:32:48.764177Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95058f55-686d-4c54-b634-a536511134fd · outbound
This paper cites Empowering agroecosystem modeling with htc scientific workflows: The cycles model use case,.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction Empowering agroecosystem modeling with htc scientific workflows: The cycles model use case,
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:32:49.451090Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ddfca285-220f-4c85-be8a-d722ada921aa · outbound
This paper cites Towards an Integrated Performance Framework for Fire Science and Management Workflows.
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction Towards an Integrated Performance Framework for Fire Science and Management Workflows
Reference 2024
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T00:32:49.004980Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Pith citing papers
No inbound Pith citation observations are available.