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GALO

Guilherme Damasio, Spencer Bryson, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte
2019 Proceedings of the VLDB Endowment  
GALO is a novel system that automates this process.  ...  It then uses the knowledge base online to re-optimize queries queued for execution to improve performance, often quite dramatically. PVLDB Reference Format:  ...  Thus, automated tools are needed for the workload debugging.  ... 
doi:10.14778/3352063.3352064 fatcat:kflxftkslzhvtifq24l7t4eawi

Guided Automated Learning for query workload re-Optimization [article]

Guilherme Damasio, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Alexandar Mihaylov, Jaroslaw Szlichta, Calisto Zuzarte
2019 arXiv   pre-print
GALO is a novel system that automates this process.  ...  GALO acts as a third-tier of re-optimization, after query rewrite and cost-based optimization, as a query plan rewrite.  ...  There are, thus, two workflows for GALO: offline learning and online re-optimization.  ... 
arXiv:1901.02049v3 fatcat:qavhynsrnbasdn5mh4ttpwyine

Guided automated learning for query workload re-optimization

Guilherme Damasio, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Alex Mihaylov, Jaroslaw Szlichta, Calisto Zuzarte
2019 Proceedings of the VLDB Endowment  
GALO is a novel system that automates this process.  ...  It then uses the knowledge base online to re-optimize queries often quite drastically.  ...  There are, thus, two workflows for GALO: offline learning and online re-optimization.  ... 
doi:10.14778/3352063.3352120 fatcat:ru5iawhcrfcvle4wcvescr2lxu

Quantum Annealing Implementation of Job-Shop Scheduling [article]

Davide Venturelli, Dominic J.J. Marchand, Galo Rojo
2016 arXiv   pre-print
After formulating the problem as a time-indexed quadratic unconstrained binary optimization problem, several pre-processing and graph embedding strategies are employed to compile optimally parametrized  ...  A quantum annealing solver for the renowned job-shop scheduling problem (JSP) is presented in detail.  ...  amenable to scheduling problems, allowing for an efficient mapping and good performance compared to other applied problem classes like automated navigation and Bayesian-network structure learning [12  ... 
arXiv:1506.08479v2 fatcat:2gm3eys7qfa2ld7ljedsafzmca

Efficient RDF Graph Storage based on Reinforcement Learning [article]

Lei Zheng, Ziming Shen, Hongzhi Wang
2020 arXiv   pre-print
To address the difficult problem, this paper adopts reinforcement learning (RL) to optimize the storage partition method of RDF graph based on the relational database.  ...  We transform the graph storage into a Markov decision process, and develop the reinforcement learning algorithm for graph storage design.  ...  GALO [15] proposes the method of guided automated learning for query workload re-optimization. Neo [16] proposes an endto-end query plan optimization based on machine learning.  ... 
arXiv:2010.11538v1 fatcat:76edszi4g5cf7lo7m3bpuuvwe4

How Could Equality and Data Protection Law Shape AI Fairness for People with Disabilities? [article]

Reuben Binns, Reuben Kirkham
2021 arXiv   pre-print
We articulate this new agenda for AI fairness for people with disabilities, explaining how combining data protection and equality law creates new opportunities for disabled people's organisations and assistive  ...  This examination demonstrates that there is a need for a distinctive approach to AI fairness that is fundamentally different to that used for other protected characteristics, due to the different ways  ...  The development of algorithmic hiring tools could also force e.g. employers to re-think their existing, possibly discriminatory evaluation criteria (e.g. traits like 'optimism' or 'intensity' (Centre for  ... 
arXiv:2107.05704v1 fatcat:rpf4rdm2nvf45i3bm5uxtqthaq

Linac-Based Free Electron Lasers

M. Poole
1996 Science  
Membrane Filtration Catalog presents products for microseparation and includes an applications guide.  ...  for achieving optimal prevention of human inifectiouLs diseases through immunization; develop strategies for achieving optimal prevention of adverse rcactions to vaccines; and ensuLre coordination and  ... 
doi:10.1126/science.272.5261.467e fatcat:5v22orwmrna7pipcduboly2jri

Oral presentations of Congressus Pharmaceuticus Hungaricus XVI

László Horváth
2020 Acta pharmaceutica Hungarica  
AT. et al., Pharmaceut Res 2016; 33:1817 -1832 2 Liska, R, et al., J. Coat Tech Res 2007; 4:505-510 Challenges for the next quarter century.  ...  providers can learn from errors to improve medication safety.  ...  With the involvement of hospital and clinical pharmacists in the dispensing of biological therapeutic medications, there is a greater chance of for the optimization of these therapies.  ... 
doi:10.33892/aph.2020.90.41-84 fatcat:f4aeb7ijnrdjjih4l65uossygy

Deliverable 3.6 HIKR technical guidelines

Ilse A. Rasmussen, Pieter Spanoghe
2022 Zenodo  
FACILITERING AF JERES MA-PROCESSER Brug af en facilitator til at støtte konsortiet såvel som engagementet af brugere anvendes for at gøre tingene nemmere for TN'er.  ...  Facilitatorer skal vaere fleksible og åbne for at kunne lykkes med at facilitere et TN.  ...  The Explorer's Guide provides a support framework to learn from previous TNs, reflect and implement the most relevant elements of the process for a specific project.  ... 
doi:10.5281/zenodo.5830860 fatcat:bilmxsg5s5b55eird4jqh5bblq

Are women with breast cancer receiving sufficient education and information about their treatment?

Yvonne Wengström
2007 Nature Clinical Practice Oncology  
re-design including group visits.  ...  Glasgow RE et al. Diabetes-specific social learning variables and self care behaviors among persons with type II diabetes.Health Psychology, 1989, 8:285-303. 31. Orme CM, Binik YM.  ...  Intended for health managers, policy-makers and clinical practitioners this report provides a concise summary of the consequences of poor adherence for health and economics.  ... 
doi:10.1038/ncponc1020 pmid:18073721 fatcat:3qsequlgcjd67nenzjrquscl4m

Satisfacción del estudiante de obstetricia con el uso de canales de videos como método de apoyo en el proceso de aprendizaje

Vasco-Morales Santiago, Toapanta-Pinta Paola
2017 Zenodo  
For this, we designed and implemented a system of evaluation of learning based on the taxonomy SOLO.  ...  environments, adaptive learning systems and learning analysis.  ... 
doi:10.5281/zenodo.3772173 fatcat:yxsqhhv25fe6jjmzixnx4k47ne

Satisfacción del estudiante de obstetricia con el uso de canales de videos como método de apoyo en el proceso de aprendizaje

Santiago Vasco-Morales, Paola Cristina Toapanta-Pinta
2017 Zenodo  
For this, we designed and implemented a system of evaluation of learning based on the taxonomy SOLO.  ...  environments, adaptive learning systems and learning analysis.  ... 
doi:10.5281/zenodo.3783443 fatcat:kihqx6tbsrgmrkeh3eqwktlvku

SCAI-ACCi2 Interventional E-Abstracts

2008 Journal of the American College of Cardiology  
The optimal cutoff values to predict residual viable myocardium was 2.1 for MVR index (sensitivity=0.81 and specificity=0.78).  ...  Conclusions: LRP, which provides a poor substrate for re-endothelialization of a coronary stent, is frequently encountered 10 or more mm from the center of a stenotic lesion.  ...  Treating drug-eluting stent restenosis in the real-world:Lessons learned from the DESIRE RegistryJose de Ribamar Costa, Jr., Amanda Sousa, Adriana Moreira, Ricardo Costa, Galo Maldonado, Manuel Cano, Ibraim  ... 
doi:10.1016/j.jacc.2008.02.020 fatcat:mylgtu463zf7hnbeq2lgtg7sne

SCAI-ACCi2 Interventional E-Abstracts

2008 JACC: Cardiovascular Interventions  
All were optimally medically treated and taking statins. Patients with diabetes were excluded.  ...  Simultaneous intracoronary distal pressure (Pd) and averaged peak velocity (APV), measured by Volcano® guide-wire, and central venous pressure (CVP) were recorded during successive low pressure balloon  ...  Treating drug-eluting stent restenosis in the real-world:Lessons learned from the DESIRE RegistryJose de Ribamar Costa, Jr., Amanda Sousa, Adriana Moreira, Ricardo Costa, Galo Maldonado, Manuel Cano, Ibraim  ... 
doi:10.1016/j.jcin.2008.03.005 fatcat:rv6nwbxg7vfvdbirg7ttzmvetm

OpenEO - a Common, Open Source Interface Between Earth Observation Data Infrastructures and Front-End Applications

Edzer Pebesma, Wolfgang Wagner, Matthias Schramm, Alexandra Von Beringe, Christoph Paulik, Markus Neteler, Johannes Reiche, Jan Verbesselt, Jeroen Dries, Erwin Goor, Thomas Mistelbauer, Christian Briese (+6 others)
2017 Zenodo  
automated forest change monitoring.  ...  as a map for the region, trends for a particular location or average, possibly aggregating multiple indicators for this the automated process of several use cases with a focus on Copernicus data 2. testing  ... 
doi:10.5281/zenodo.1065474 fatcat:4o6i7dcrxbcpbajptrvrssl5gi
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