A cloud-based black-box solar predictor for smart homes

S Iyengar, N Sharma, D Irwin, P Shenoy… - … -Physical Systems, 2017 - dl.acm.org
use Django (django 2016), an open-source web application … To offset the environmental
impact of these cars, we must … Based on SolarCast’s power predictions, we provide an estimate

Scavenger: A black-box batch workload resource manager for improving utilization in cloud environments

SA Javadi, A Suresh, M Wajahat, A Gandhi - … ACM symposium on cloud …, 2019 - dl.acm.org
… This makes Scavenger application-agnostic in practice and … For memory capacity and network
bandwidth regulation, we … we obtain a statistically significant estimate of the foreground VM…

SolarCast: a cloud-based black box solar predictor for smart homes

S Iyengar, N Sharma, D Irwin, P Shenoy… - … on Embedded Systems …, 2014 - dl.acm.org
… while utilities could use them to estimate aggregate demand across a … model can learn
dynamic environmental factors, such as dust, … We use Django [6], an open source web application

Building uncertainty models on top of black-box predictive apis

A Brando, C Torres-Latorre… - IEEE …, 2020 - ieeexplore.ieee.org
… code libraries or cloud services. Typically, data scientists and other users apply these models
… In this case, the aim is to directly estimate the residual error between the black box and the …

Carp: context-aware reliability prediction of black-box web services

J Zhu, P He, Q Xie, Z Zheng… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
… -perceived reliability well, we find it difficult to directly apply it … quantified or measured for
software quality assessment. … data according to userspecific, service-specific, and environment-…

A whitebox approach for automated security testing of Android applications on the cloud

R Mahmood, N Esfahani, T Kacem… - … on Automation of …, 2012 - ieeexplore.ieee.org
… , we can obtain an accurate assessment of code coverage. We … works that employ black-box
testing techniques. Moreover, … In addition, we are creating a graphical reporting environment

From white to black-box models: A review of simulation tools for building energy management and their application in consulting practices

A Shahcheraghian, H Madani, A Ilinca - Energies, 2024 - mdpi.com
environmental protection is emphasized in this research [19]. … Cloud computing technology
can reduce calculation time … toolkits that use data-driven calculation methods are also ideal …

Dynamic, behavioral-based estimation of resource provisioning based on high-level application terms in cloud platforms

G Kousiouris, A Menychtas, D Kyriazis… - … Computer Systems, 2014 - Elsevier
… and IT-enabled capabilities as computing utilities has been … In this paper, we present a
generic black-box approach for … a black box approach, are perfect for usage in an environment

[PDF][PDF] Black-box and Gray-box Strategies for Virtual Machine Migration.

T Wood, PJ Shenoy, A Venkataramani, MS Yousif - NSDI, 2007 - usenix.org
… in such environments, there are environments such as … Consequently, our techniques
for estimating the peak CPU … discussed a blackbox strategy that is fully OS- and application-…

Predictive performance modeling for distributed batch processing using black box monitoring and machine learning

C Witt, M Bux, W Gusew, U Leser - Information Systems, 2019 - Elsevier
… , including cluster, grid, and cloud computing. A very generic … popular techniques relying on
resource usage estimates. … By environment mapping, we refer to overheads that are related …