Aktuelle Jobs im Zusammenhang mit Master Thesis: Real-Time Multivariate Anomaly Detection for Cloud Service Infrastructures - Bretten, Baden-Württemberg - SEEBURGER
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Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitExperience:Bachelor- / MasterthesisAccelerating business to improve the lives of people. This is our purpose statement and encapsulates what we enthusiastically do every day. We integrate our customers' IT systems to make sure that the right data is at the right place at the right time when they digitalize their processes. Companies need their systems to...
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Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitExperience:Bachelor- / MasterthesisAccelerating business to improve the lives of people. This is our purpose statement and encapsulates what we enthusiastically do every day. We integrate our customers' IT systems to make sure that the right data is at the right place at the right time when they digitalize their processes. Companies need their systems to...
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Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitExperience:Bachelor- / MasterthesisAccelerating Business Growth through Innovative SolutionsWe integrate our customers' IT systems to ensure seamless data exchange and digitalization of processes. Our purpose is to improve lives by accelerating business growth. We help companies like the German automotive industry to digitalize their supply chains, making...
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Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitExperience:Bachelor- / MasterthesisAccelerating business to improve the lives of people. This is our purpose statement and encapsulates what we enthusiastically do every day. We integrate our customers IT systems to make sure that the right data is at the right place at the right time when they digitalize their processes.Our success story began in the field...
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Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitExperience:Bachelor- / MasterthesisAccelerating business to improve the lives of people. This is our purpose statement and encapsulates what we enthusiastically do every day. We integrate our customers IT systems to make sure that the right data is at the right place at the right time when they digitalize their processes.Our success story began in the field...
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Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitExperience:Bachelor- / MasterthesisAccelerating business to improve the lives of people. This is our purpose statement and encapsulates what we enthusiastically do every day.We integrate our customers' IT systems to make sure that the right data is at the right place at the right time when they digitalize their processes.Our success story began many years...
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Cloud Service Anomaly Detection Specialist
vor 2 Wochen
Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitExperience:Bachelor- / MasterthesisAccelerating business to improve the lives of people. This is our purpose statement and encapsulates what we enthusiastically do every day. We integrate our customers IT systems to make sure that the right data is at the right place at the right time when they digitalize their processes. Companies need their systems to talk...
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Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitExperience:Bachelor- / MasterthesisAccelerating business to improve the lives of people. This is our purpose statement and encapsulates what we enthusiastically do every day. We integrate our customers IT systems to make sure that the right data is at the right place at the right time when they digitalize their processes. Companies need their systems to talk...
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Cloud Infrastructure Specialist
vor 2 Wochen
Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitExperience:Accelerating business to improve the lives of people is our purpose statement and encapsulates what we enthusiastically do every day.We integrate our customers IT systems to make sure that the right data is at the right place at the right time when they digitalize their processes.Companies need their systems to talk to each other to ensure that...
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Cloud IT Infrastructure Specialist
vor 2 Wochen
Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitExperience:Accelerating business to improve the lives of people is our purpose statement and encapsulates what we enthusiastically do every day.We integrate our customers IT systems to make sure that the right data is at the right place at the right time when they digitalize their processes.Companies need their systems to talk to each other to ensure that...
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Cloud Infrastructure Specialist
vor 3 Wochen
Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitExperience:Accelerating business growth through innovative technology solutions. At SEEBURGER, we empower our customers to improve their lives by integrating their IT systems, ensuring seamless data exchange, and driving digital transformation.Our success story began in the early days of digitalization, when we helped the German automotive industry to...
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Bachelor Thesis: Process Optimization
vor 3 Wochen
Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitExperience:Bachelor- / MasterthesisAccelerating business to improve the lives of people.We integrate our customers' IT systems to make sure that the right data is at the right place at the right time when they digitalize their processes.Companies need their systems to talk to each other to ensure that cars roll off the factory line, that everyone receives...
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Cloud Infrastructure Specialist
vor 2 Wochen
Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitExperience:At SEEBURGER, we accelerate business to improve the lives of people. Our purpose statement encapsulates what we do every day. We integrate our customers' IT systems to ensure the right data is at the right place at the right time when they digitalize their processes.Our success story began with the German automotive industry, helping them...
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Cloud IT Engineer
vor 1 Monat
Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitExperience:Accelerating business to improve the lives of people. This is our purpose statement and encapsulates what we enthusiastically do every day. We integrate our customers' IT systems to ensure that the right data is at the right place at the right time when they digitalize their processes.Our success story began in the field of supply chain...
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Cloud IT Engineer
vor 1 Monat
Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitExperience:Accelerating business to improve the lives of people. This is our purpose statement and encapsulates what we enthusiastically do every day. We integrate our customers' IT systems to ensure that the right data is at the right place at the right time when they digitalize their processes.Our success story began in the field of supply chain...
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Cloud Support Engineer
vor 4 Wochen
Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitAccelerate Business Growth with SEEBURGERWe're a leading global B2B software provider, and we're looking for a skilled Cloud Support Engineer to join our team. As a key member of our cloud operations team, you'll play a crucial role in ensuring the smooth operation of our central IT systems.Your Key ResponsibilitiesMonitor and maintain our cloud...
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Cloud Support Engineer
vor 4 Wochen
Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitAccelerate Business Growth with SEEBURGERWe're a leading global B2B software provider, and we're looking for a skilled Cloud Support Engineer to join our team. As a key member of our cloud operations team, you'll play a crucial role in ensuring the smooth operation of our central IT systems.Your Key ResponsibilitiesMonitor and maintain our cloud...
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Cloud Support Engineer
vor 2 Wochen
Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitAccelerating Business SuccessAt SEEBURGER, we're passionate about integrating our customers' IT systems to drive business growth. As a Cloud Support Engineer, you'll play a crucial role in ensuring our cloud services run smoothly, providing top-notch support to our customers worldwide.Your Key ResponsibilitiesMonitor and operate central IT systems of the...
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Cloud Support Engineer
vor 2 Wochen
Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitAccelerating Business SuccessAt SEEBURGER, we're passionate about integrating our customers' IT systems to ensure seamless data exchange. As a Cloud Support Engineer, you'll play a crucial role in monitoring and maintaining our central IT systems, collaborating on new cloud service implementations, and providing top-notch support to our customers.Your Key...
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Senior Agile Master
vor 2 Wochen
Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitAccelerating Business SuccessAs an Agile Master at SEEBURGER, you will lead two cross-functional, internationally distributed agile teams in software product development and drive them to realise the product vision and deliver top performance.Your Key ResponsibilitiesExemplify agile values and principles and guide your teams to work together based on...
Master Thesis: Real-Time Multivariate Anomaly Detection for Cloud Service Infrastructures
vor 1 Monat
Experience:
Bachelor- / Masterthesis
Accelerating business to improve the lives of people. This is our purpose statement and encapsulates what we enthusiastically do every day. We integrate our customers IT systems to make sure that the right data is at the right place at the right time when they digitalize their processes. Companies need their systems to talk to each other to ensure that cars roll off the factory line, that everyone receives their payments on time, and that you can buy what you need from a supermarket.
Our success story began in, when we helped the German automotive industry to digitalize their paper-based supply chains. Today, SEEBURGER is a leading global B2B software provider with more than 1, #businessaccelerators in 15 countries worldwide and over 10, satisfied customers that rely on our innovative solutions.
Topic
Real-Time Multivariate Anomaly Detection for Cloud Service Infrastructures
Motivation and Goals
Automatic anomaly detection is an essential tool for monitoring complex cloud service infrastructures for B2B communications. Multivariate anomalies arise simultaneously from a variety of metrics and the context of individual services. A changing workload may be related to the number of successful processes, the elimination of processing errors, and declining orders from a discount retailer.
In operation, previously unknown or rare errors occur, comparatively few anomalies can be labeled by experts, and data for training ML models are insufficiently cleaned of anomalies. The goal of this work is to develop a stream-oriented, multivariate anomaly detector and an alert communication system, as well as to evaluate the system on the example of a cloud service infrastructure with the provided data.
Tasks
- Investigation and evaluation of different approaches for anomaly detection with a focus on Deep Neural Networks.
- Pre-processing, filtering, cleaning, as well as enrichment of monitoring data, message tracking data, and the cloud structure data for the anomaly detector. Here, message tracking captures metadata as documents are processed with the various cloud services. Historical data is available for several years in a data lake. Further time series are to be generated from the metadata
- Development and implementation of the AI anomaly detector as well as a framework for the regular training of the ML models and the stream-oriented detection of anomalies
- Development and implementation of a dynamic alert system suitable for different users such as system operators or customers, as well as analysis and evaluation of the anomalies
- Development of criteria for the evaluation of the system
