Searched for: contributor%3A%22Katsifodimos%2C+A+%28mentor%29%22
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Palakodeti, Anitej (author)
Generating synthetic images has wide applications in several fields such as creating datasets for machine learning or using these images to investigate the behaviour of machine learning models. An essential requirement when generating images is to control aspects such as the entities or objects in the image. Controlling this helps in creating...
master thesis 2022
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Walker, Alexander (author)
As serverless computing grows in popularity, developers are demanding more from existing serverless models. One example is the emergence of Stateful Function as a Service (SFaaS), in which state is added to operators in existing Function as a Service (FaaS) models, to support microservice-type applications while utilising the benefits of a...
master thesis 2022
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Kanya Paramita Koesoemo, Kanya (author)
The development of data stream processing has become one of the key themes in the database and distributed system community throughout the world as data has grown on a large scale and in a range of industries over the last several years. Because data stream processing is a relatively new breakthrough in data-driven approaches, several teams at...
master thesis 2021
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Zorgdrager, Wouter (author)
The cloud is widely adopted as a flexible and on-demand computing infrastructure. In recent years, a new and promising cloud paradigm emerged: serverless computing. Serverless computing promises a pay-as-you-go model and offers features such as autoscaling and high availability. Nevertheless, developing scalable cloud applications remains a...
master thesis 2021
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Ploemen, Marlo (author)
In recent years, the interest for serverless computing has grown tremendously. The most common form of serverless computing, Function-as-a-Service (FaaS), uses data centers of large public cloud providers to run simple functions. The cloud providers are responsible for the operational and deployment aspects. Non-trivial function implementations...
master thesis 2021
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Ballega Fernandez, Hector (author)
During the last decade, the proliferation of smartphones, social media and streaming services has provoked an explosion of multimedia data. This large amount of image and video sources combined with more powerful and inexpensive computational capabilities brought by the cloud computing paradigm has facilitated the rapid growth of new machine...
master thesis 2021
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Verheijde, Jim (author)
At the moment we are witnessing the maturation of distributed streaming dataflow systems whose use-cases have departed from the mere analysis of streaming windows and complex-event processing, as they now extend to cloud applications, workflows and even e-commerce. The state of streaming operators has been so far hidden from external...
master thesis 2021
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Zwart, Marc (author)
Major advances in the fault tolerance of distributed stream processing systems provided the systems with the capacity to produce strictly consistent results under failures. Consistent fault tolerance has been one of the catalysts fueling the maturity of streaming systems and boosting their widespread adoption not only for analytics use cases,...
master thesis 2021
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Bes, Ruben (author)
Many types of database management systems exist, but finding the one that is right for a specific use case is becoming increasingly more difficult. Benchmarks allow one to compare various systems, but in a world where distributed DBMSs are increasingly used for mission critical purposes, we find most existing benchmarks neglect fault tolerance...
master thesis 2021
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Mouw, Zeger (author), Bharos, Abri (author), Pelser, Tim (author), Sennema, Erik (author), Paardekooper, Gijs (author)
P3D is an injection moulding company that uses a technology called PRIM® (Printed Injection Mould) to create products for its customers. Different from traditional moulding companies, P3D’s main business model resolves around an efficient workflow and fast delivery of products to its customers. At the moment P3D is able to quickly fabricate and...
bachelor thesis 2021
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de Heus, Martijn (author)
Lately, serverless computing has gained much attention. Function-as-a-Service (FaaS) is the most prominent serverless model. The FaaS model allows cloud users to write simple functions, and the cloud provider takes care of the deployment, main- tenance, and scalability of those functions. However, FaaS can be improved upon significantly....
master thesis 2021
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Psarakis, Kyriakos (author)
Schema matching is a fundamental task in the data integration pipeline and has been studied extensively in the past decades, leading to many novel schema matching methods. However, these methods do not follow a standard evaluation process, leading to uncertainty in which one performs best in matching accuracy and runtime constraints, and in...
master thesis 2020
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Smith, Thomas (author)
Stream processing has taken a prominent position in the software engineering industry. Many applications, from a small to large scale, embrace this paradigm to deal with the difficulties of responding to events that happen asynchronously: programmers define "operators" that perform small, independent tasks on individual events. These operators...
master thesis 2020
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Vermeulen, Martijn (author)
The amount of data being collected is growing exponentially, both in academics as well as in business. Unfortunately, the quality of that data can be poor, leading to poor decisions and increasing costs. Data cleaning, the process of detecting and correcting errors from a dataset, could be the solution to improve bad data.<br/>This research...
master thesis 2020
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Bredius, Frank (author), Naber, Titus (author), Tjiong, Bailey (author), Velzel, Leroy (author)
Scenwise has developed the ScenarioDesigner to support road authorities in creating response plans. The response plans describe which actions the operator should take in order to manage different traffic situations such as accidents, large scale events This thesis elaborates on the process as well as the end-product created during the Bachelor...
bachelor thesis 2020
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Pasterkamp, Mark (author)
Most queries in a collection of queries, also called a query workload, to some degree have parts of their intermediate execution steps in common. These intermediate exe- cution steps, also called subexpressions, provide the opportunity to further optimize query workload execution in addition to the already existing query optimization done by the...
master thesis 2020
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