Publications related to An Extensible Query Execution Engine for Supporting New Query Execution Models

Stochastic Models for Comparison-based Search

In this thesis we study a problem of searching in a space of objects using comparisons. To navigate through the space to the target object

t

, we ask a sequence of questions of the form ``which object

i

or

j

is closer to

t

?'' for which we observe no ...

EPFL2023

Long-term performance and reliability of silicon heterojunction solar modules

Christophe Ballif, Alessandro Francesco Aldo Virtuani, Olatz Arriaga Arruti

The high-efficiency silicon heterojunction (SHJ) technology is now perceived mature enough to enter the Giga-Watt manufacturing scale with several players around the globe. The growth of the SHJ technology requires confidence from manufacturers, investors, ...

2023

Deriving Major Ion Concentrations at High Resolution from Continuous Electrical Conductivity Measurements in Karst Systems

Paolo Benettin

Time series of hydrochemical parameters support the investigation of dominant karst hydrological processes and conceptual model structures. Nevertheless, high costs for sample collection and analyses cause hydrochemical data to be rarely available at a suf ...

SPRINGER INTERNATIONAL PUBLISHING AG2023

Efficient GPU-accelerated Join Optimization for Complex Queries

Anastasia Ailamaki, Bikash Chandra, Srinivas Karthik Venkatesh, Riccardo Mancini, Vasileios Mageirakos

Analytics on modern data analytic and data warehouse systems often need to run large complex queries on increasingly complex database schemas. A lot of progress has been made on executing such complex queries using techniques like scale out query processin ...

IEEE2022

Combining hypothesis- and data-driven neuroscience modeling in FAIR workflows

Daniel Keller

Modeling in neuroscience occurs at the intersection of different points of view and approaches. Typically, hypothesis-driven modeling brings a question into focus so that a model is constructed to investigate a specific hypothesis about how the system work ...

eLIFE SCIENCES PUBL LTD2022

Data-based model maintenance in the era of industry 4.0: A methodology

Antoine Pélissier

Despite the high number of investments for data-based models in the expansion of Industry 4.0, too little effort has been made to ensure the maintenance of those models. In a data-streaming environment, data-based models are subject to concept drifts. A co ...

ELSEVIER SCI LTD2022

Generic direct summands of tensor products for simple algebraic groups and quantum groups at roots of unity

Jonathan Gruber

Let G be either a simple linear algebraic group over an algebraically closed field of characteristic l>0 or a quantum group at an l-th root of unity. The category Rep(G) of finite-dimensional G-modules is non-semisimple. In this thesis, we develop new tech ...

EPFL2022

Code Generation Approach Supporting Complex System Modeling based on Graph Pattern Matching

Jinzhi Lu, Yan Yan

Code generation is an effective way to drive the complex system development in model-based systems engineering. Currently, different code generators are developed for different modeling languages to deal with the development of systems with multi-domain. T ...

ELSEVIER2022

Sampling-Based AQP in Modern Analytical Engines

Anastasia Ailamaki, Viktor Sanca

As the data volume grows, reducing the query execution times remains an elusive goal. While approximate query processing (AQP) techniques present a principled method to trade off accuracy for faster queries in analytics, the sample creation is often consid ...

ACM2022

A comprehensive review of digital twin - part 1: modeling and twinning enabling technologies

Olga Fink, Chao Hu, Sayan Ghosh

As an emerging technology in the era of Industry 4.0, digital twin is gaining unprecedented attention because of its promise to further optimize process design, quality control, health monitoring, decision and policy making, and more, by comprehensively mo ...

SPRINGER2022

An Extensible Query Execution Engine for Supporting New Query Execution Models

Graph Chatbot

Chat with Graph Search

Stochastic Models for Comparison-based Search

Long-term performance and reliability of silicon heterojunction solar modules

Deriving Major Ion Concentrations at High Resolution from Continuous Electrical Conductivity Measurements in Karst Systems

Efficient GPU-accelerated Join Optimization for Complex Queries

Combining hypothesis- and data-driven neuroscience modeling in FAIR workflows

Data-based model maintenance in the era of industry 4.0: A methodology

Generic direct summands of tensor products for simple algebraic groups and quantum groups at roots of unity

Code Generation Approach Supporting Complex System Modeling based on Graph Pattern Matching

Sampling-Based AQP in Modern Analytical Engines

A comprehensive review of digital twin - part 1: modeling and twinning enabling technologies

Deriving Major Ion Concentrations at High Resolution from Continuous Electrical Conductivity Measurements in Karst Systems

Efficient GPU-accelerated Join Optimization for Complex Queries

Generic direct summands of tensor products for simple algebraic groups and quantum groups at roots of unity

Data-based model maintenance in the era of industry 4.0: A methodology

Long-term performance and reliability of silicon heterojunction solar modules

Stochastic Models for Comparison-based Search

Combining hypothesis- and data-driven neuroscience modeling in FAIR workflows

A comprehensive review of digital twin - part 1: modeling and twinning enabling technologies

Code Generation Approach Supporting Complex System Modeling based on Graph Pattern Matching

Sampling-Based AQP in Modern Analytical Engines