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Dynamic resource allocation in cloud computing: analysis and taxonomies
In recent years, companies have used the cloud computing paradigm to run various computing and storage workloads. The cloud offers faster and more...
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ADAPTIVE6G: Adaptive Resource Management for Network Slicing Architectures in Current 5G and Future 6G Systems
Future intelligent wireless networks demand an adaptive learning approach towards a shared learning model to allow collaboration between data...
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Stream Economics: Resource Efficiency in Streams with Task Over-Allocation and Load Shedding
In this paper we propose an alternative task scheduling mechanism for stream processing systems such as Apache Flink, that targets resource...
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Scheduling of Workflows with Task Resource Requirements in Cluster Environments
Workflows is a popular model for computational and data processing applications in science and technology. Such applications are structured as a...
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ServiceNet: resource-efficient architecture for topology discovery in large-scale multi-tenant clouds
Modern computing infrastructures are evolving due to virtualisation, especially with the advent of 5G and future technologies. While this transition...
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Attackers as Instructors: Using Container Isolation to Reduce Risk and Understand Vulnerabilities
To achieve economies of scale, popular Internet destinations concurrently serve hundreds or thousands of users on shared physical infrastructure....
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Utilizing microblogs for optimized real-time resource allocation in post-disaster scenarios
In the aftermath of a disaster event, it is of utmost important to ensure efficient allocation of emergency resources (e.g. food, water, shelter,...
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Robust and Scalable Process Isolation Against Spectre in the Cloud
In the quest for efficiency and performance, edge-computing providers replace process isolation with sandboxes, to support a high number of tenants...
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Power Analysis Pushed too Far: Breaking Android-Based Isolation with Fuel Gauges
Efficient power management is critical for embedded devices, both for extending their lifetime and ensuring safety. However, this can be a...
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Resource ephemerality influences effectiveness of altruistic behavior in collective foraging
In collective foraging, interactions between conspecifics can be exploited to increase foraging efficiencies. Many collective systems exhibit short...
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Improving Resource Isolation of Critical Tasks in a Workload
Typical cluster schedulers co-locate critical tasks and background batch tasks to improve the utilization of resources in the cluster. However, this...
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Resource Allocation for Multi-service NOMA System Based on Deep Reinforcement Learning
In this paper, a resource allocation algorithm based on deep reinforcement learning (DRL) is proposed to solve the problem of co-existing enhanced...
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Precise control of page cache for containers
Container-based virtualization is becoming increasingly popular in cloud computing due to its efficiency and flexibility. Resource isolation is a...
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Modeling the Resource Planning System for Grocery Retail Using Machine Learning
The reach of online grocery services has expanded to encompass new customer segments in recent years. During the early stages of the COVID-19...
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Online energy-efficient fair scheduling for heterogeneous multi-cores considering shared resource contention
Heterogeneous multi-core processors (HMP) are dual-objective hardware platforms which integrate both high-performance and low power consumption...
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I/O resource isolation of public cloud serverless function runtimes for data-intensive applications
Serverless computing and a function execution model, Function-as-a-Service (FaaS), are currently receiving considerable attention from both academia...
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BTrust: A New Blockchain-Based Trust Management Protocol for Resource Sharing
The emergence of blockchain technology and cryptocurrencies opened the possibility for building novel peer-to-peer (P2P) resource allocation and...
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“Monday Feels Like Friday!” - Towards Overcoming Anxiety and Stress of Autistic Young Adults During Times of Isolation
Autistic young adults are at a higher risk of experiencing elevated mental and psychological distress during times of isolation, such as the COVID-19...
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Alleviating Performance Interference Through Intra-Queue I/O Isolation for NVMe-over-Fabrics
The NVMe-over-Fabrics (NVMeoF) protocol enables high-performance Protocol Data Units (PDUs) exchanges between hosts and remote NVMe controllers. The...
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GCNPart: Interference-Aware Resource Partitioning Framework with Graph Convolutional Neural Networks and Deep Reinforcement Learning
The clouding server providers usually take workload consolidation to maximize server utilization. For eliminating performance interference due to the...