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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Cloud Computing and Resource Management
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,591 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,591 works in the cohort · of 4,299,418page 18 of 32

Labels cover 1 of 1,591 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 1,591 of 1,591 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
A Lexical and Semantical Analysis on REST Cloud Computing APIs
Fábio Petrillo, Philippe Merle, Francis Palma, Naouel Moha, Yann‐Gaël Guéhéneuc
2018· book-chapter· en· Communications in computer and information science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
afffundunlabeled
Node.js scalability investigation in the cloud
Jiapeng Zhu, Panagiotis Patros, Kenneth B. Kent, Michael Dawson
2018· article· en· Research Commons (University of Waikato)· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Resource management for service level aware cloud applications
Cristian Klein, Martina Maggio, Karl-Erik Årzén, Francisco Hernández-Rodríguez
2013· article· en· e-Archivo (Carlos III University of Madrid)· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
DB2 Essentials: Understanding DB2 in a Big Data World
Raul F. Chong, Clara Liu
2013· book· en· CERN Document Server (European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
3
citations
affno abstractunlabeled
Utility Function-based Workload Management for DBMSs
Mingyi Zhang, Baoning Niu, Patrick Martin, Wendy Powley, Paul Bird, Keith McDonald
2011· article· en· International Conference on Autonomic and Autonomous Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Mitigating Datacenter Incast Congestion Using RTO Randomization
Ubaid Ullah Hafeez, Aqsa Kashaf, Qurat-ul-ann Bajwa, Aisha Mushtaq, Hassan Zaidi, Ihsan Ayyub Qazi +1 more
2015· article· en· 2015 IEEE Global Communications Conference (GLOBECOM)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
On meeting deadlines in datacenter networks
Li Chen, Baochun Li, Bo Li
2013· article· en· Tsinghua Science & Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Autonomic Architecture for Big Data Performance Optimization
Mikhail Genkin, Frank Dehne, Anousheh Shahmirza, Pablo Navarro, Siyu Zhou
2024· book-chapter· en· Lecture notes in networks and systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
fundno affunlabeled
Robust and Probabilistic Failure-Aware Placement
Madhukar Korupolu, Rajmohan Rajaraman
2018· article· en· ACM Transactions on Parallel Computing· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Towards Energy Efficiency for Cloud Computing Services
Daniele Tafani, Burak Kantarcı, Hussein T. Mouftah, Conor McArdle, Liam P. Barry
2013· book-chapter· en· Advances in systems analysis, software engineering, and high performance computing book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Abstract only
Ananth Narayan Sankaranarayanan, Somsubhra Sharangi, Alexandra Fedorova
2011· article· en· ACM SIGSOFT Software Engineering Notes· Computer Science
distilled prediction:candidate · metaresearchconsensus · none
3
citations
affunlabeled
Materialized views in Cassandra
Tilmann Rabl, Hans‐Arno Jacobsen
2014· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Cloud Computing: A Multi-tenant Case Study
Anindya Hossain, Farid Shirazi
2015· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
Self-tuning Eventually-Consistent Data Stores
Shankha Subhra Chatterjee, Wojciech Golab
2017· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · open_science
3
citations
affunlabeled
Performance Analysis of Serverless Execution Environments
Mohamed Elsakhawy, Michael Bauer
2021· article· en· 2021 International Conference on Electrical, Communication, and Computer Engineering (ICECCE)· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations

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