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View article: Temporal Graph Network Framework for Quantifying Pass Reception Probabilities Against Defensive Structures
Temporal Graph Network Framework for Quantifying Pass Reception Probabilities Against Defensive Structures Open
Passing decisions in soccer are heavily influenced by the opposing team’s defensive organization. Existing approaches often decompose the problem into pass selection and success probabilities, sometimes incorporating pressure-related featu…
View article: Minimizing Energy Consumption of Satellite Edge Computing-Capable LEO Satellites
Minimizing Energy Consumption of Satellite Edge Computing-Capable LEO Satellites Open
Low Earth Orbit (LEO) satellite constellations have gained considerable attention from both academia and industry due to their potential to provide reliable global coverage. However, the continuous movement of satellites causes periodic tr…
View article: In-game soccer outcome prediction with offline reinforcement learning
In-game soccer outcome prediction with offline reinforcement learning Open
Predicting outcomes in soccer is crucial for various stakeholders, including teams, leagues, bettors, the betting industry, media, and fans. With advancements in computer vision, player tracking data has become abundant, leading to the dev…
View article: Corrections to “A Survey on Integrating Edge Computing With AI and Blockchain in Maritime Domain, Aerial Systems, IoT, and Industry 4.0”
Corrections to “A Survey on Integrating Edge Computing With AI and Blockchain in Maritime Domain, Aerial Systems, IoT, and Industry 4.0” Open
Presents corrections to the paper, Corrections to “A Survey on Integrating Edge Computing With AI and Blockchain in Maritime Domain, Aerial Systems, IoT, and Industry 4.0”.
View article: A Survey on Integrating Edge Computing With AI and Blockchain in Maritime Domain, Aerial Systems, IoT, and Industry 4.0
A Survey on Integrating Edge Computing With AI and Blockchain in Maritime Domain, Aerial Systems, IoT, and Industry 4.0 Open
In terms of digital transformation, organizations today are aware of the critical role that data and information play in their expansion and development in light of the Internet of Things. To increase network performance and stability, man…
View article: 6G for Connected Sky: A Vision for Integrating Terrestrial and Non-Terrestrial Networks
6G for Connected Sky: A Vision for Integrating Terrestrial and Non-Terrestrial Networks Open
In this paper, we present the vision of our project 6G for Connected Sky (6G-SKY) to integrate terrestrial networks (TNs) and non-terrestrial networks (NTNs) and outline the current research activities in 6G research projects in comparison…
View article: Towards maximizing expected possession outcome in soccer
Towards maximizing expected possession outcome in soccer Open
Soccer players need to make many decisions throughout a match in order to maximize their team’s chances of winning. Unfortunately, these decisions are challenging to measure and evaluate due to the low-scoring, complex, and highly dynamic …
View article: A career handbook for professional soccer players
A career handbook for professional soccer players Open
The success of a soccer player is not entirely pre-destined by their physical ability, talent, and motivation. There are certain decisions along the way that greatly affect the arc of their career: which skills to develop, and which club t…
View article: Minimizing Resource Allocation for Cloud-Native Microservices
Minimizing Resource Allocation for Cloud-Native Microservices Open
With the continuous progress of cloud computing, many microservices and complex multi-component applications arise for which resource planning is a great challenge. For example, when it comes to data-intensive cloud-native applications, th…
View article: 5G on the Roads: Latency-Optimized Federated Analytics in the Vehicular Edge
5G on the Roads: Latency-Optimized Federated Analytics in the Vehicular Edge Open
Coordination among vehicular actors becomes increasingly important at the dawn of autonomous driving. With communication serving as the basis for this process, latency emerges as a critical limiting factor in information gathering, process…
View article: Optical tracking in team sports
Optical tracking in team sports Open
Sports analysis has gained paramount importance for coaches, scouts, and fans. Recently, computer vision researchers have taken on the challenge of collecting the necessary data by proposing several methods of automatic player and ball tra…
View article: Optimizing and dimensioning a data intensive cloud application for soccer player tracking
Optimizing and dimensioning a data intensive cloud application for soccer player tracking Open
Cloud-based services revolutionize how applications are designed and provisioned in more and more application domains. Operating a cloud application, however, requires careful choices of configuration settings so that the quality of servic…
View article: Cost and Latency Optimized Edge Computing Platform
Cost and Latency Optimized Edge Computing Platform Open
Latency-critical applications, e.g., automated and assisted driving services, can now be deployed in fog or edge computing environments, offloading energy-consuming tasks from end devices. Besides the proximity, though, the edge computing …
View article: The Shape of Your Cloud: How to Design and Run Polylithic Cloud Applications
The Shape of Your Cloud: How to Design and Run Polylithic Cloud Applications Open
Nowadays the major trend in IT dictates deploying applications in the cloud, cutting the monolithic software into small, easily manageable and developable components, and running them in a microservice scheme. With these choices come the q…
View article: Towards optimized actions in critical situations of soccer games with deep reinforcement learning
Towards optimized actions in critical situations of soccer games with deep reinforcement learning Open
Soccer is a sparse rewarding game: any smart or careless action in critical situations can change the result of the match. Therefore players, coaches, and scouts are all curious about the best action to be performed in critical situations,…
View article: Towards optimized actions in critical situations of soccer games with\n deep reinforcement learning
Towards optimized actions in critical situations of soccer games with\n deep reinforcement learning Open
Soccer is a sparse rewarding game: any smart or careless action in critical\nsituations can change the result of the match. Therefore players, coaches, and\nscouts are all curious about the best action to be performed in critical\nsituatio…
View article: Ultra-Reliable and Low-Latency Computing in the Edge with Kubernetes
Ultra-Reliable and Low-Latency Computing in the Edge with Kubernetes Open
Novel applications will require extending traditional cloud computing infrastructure with compute resources deployed close to the end user. Edge and fog computing tightly integrated with carrier networks can fulfill this demand. The emphas…
View article: Factors Influencing Creatine Kinase Response in Youth National Team Soccer Players
Factors Influencing Creatine Kinase Response in Youth National Team Soccer Players Open
Background: Previous studies have examined the relationship between external training load and creatine kinase (CK) response after soccer matches in adults. This study aimed to build training- and match-specific CK prediction models for el…
View article: State Management for Cloud-Native Applications
State Management for Cloud-Native Applications Open
The stateless cloud-native design improves the elasticity and reliability of applications running in the cloud. The design decouples the life-cycle of application states from that of application instances; states are written to and read fr…
View article: Survey on Placement Methods in the Edge and Beyond
Survey on Placement Methods in the Edge and Beyond Open
Edge computing is a (r)evolutionary extension of traditional cloud computing. It expands central cloud infrastructure with execution environments close to the users in terms of latency in order to enable a new generation of cloud applicati…
View article: On the Mediation Price War of 5G Providers
On the Mediation Price War of 5G Providers Open
Virtualization guarantees that, moving toward 5G, online services will be versatile and the creation of those will be quick, satisfying the interest of end-clients to a higher degree than what is plausible today. Telcos, cloud administrato…
View article: Scalable edge cloud platforms for IoT services
Scalable edge cloud platforms for IoT services Open
Nowadays, online applications are moving to the cloud, and for delay-sensitive ones, the cloud is being extended with edge/fog domains. Emerging cloud platforms that tightly integrate compute and network resources enable novel services, su…
View article: Pricing games of NFV infrastructure providers
Pricing games of NFV infrastructure providers Open
Future online services will be provisioned over the federation of infrastructure providers for economic reasons: for effective usage of resources and for a wide geographic reach of customers. The technical enablers of this setup, envisione…
View article: AnnaBellaDB
AnnaBellaDB Open
The cloud-native paradigm has become a widely applied approach to ensure elasticity and reliability of applications running in the cloud. One recurrent motif is the stateless design of applications, which aims to decouple the life-cycle of…
View article: 5G Applications From Vision to Reality: Multi-Operator Orchestration
5G Applications From Vision to Reality: Multi-Operator Orchestration Open
Envisioned 5G applications and services, such as Tactile Internet, Industry 4.0 use-cases, remote control of drone swarms, pose serious challenges to the underlying networks and cloud platforms. On the one hand, evolved cloud infrastructur…
View article: 5G support for Industrial IoT Applications— Challenges, Solutions, and Research gaps
5G support for Industrial IoT Applications— Challenges, Solutions, and Research gaps Open
Industrial IoT has special communication requirements, including high reliability, low latency, flexibility, and security. These are instinctively provided by the 5G mobile technology, making it a successful candidate for supporting Indust…
View article: Transition to SDN is HARMLESS: Hybrid Architecture for Migrating Legacy Ethernet Switches to SDN
Transition to SDN is HARMLESS: Hybrid Architecture for Migrating Legacy Ethernet Switches to SDN Open
Software-Defined Networking (SDN) offers a new way to operate, manage, and deploy communication networks and to overcome many long-standing problems of legacy networking. However, widespread SDN adoption has not occurred yet due to the lac…