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08/22/2023
Karasu: A Collaborative Approach to Efficient Cluster Configuration for Big Data Analytics
Selecting the right resources for big data analytics jobs is hard becaus...
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08/16/2023
Towards Benchmarking Power-Performance Characteristics of Federated Learning Clients
Federated Learning (FL) is a decentralized machine learning approach whe...
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06/16/2023
A Testbed for Carbon-Aware Applications and Systems
To mitigate the growing carbon footprint of computing systems, there has...
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05/24/2023
FedZero: Leveraging Renewable Excess Energy in Federated Learning
Federated Learning (FL) is an emerging machine learning technique that e...
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05/03/2023
Towards a Real-Time IoT: Approaches for Incoming Packet Processing in Cyber-Physical Systems
Embedded real-time devices for monitoring, controlling, and collaboratio...
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01/25/2023
PULL: Reactive Log Anomaly Detection Based On Iterative PU Learning
Due to the complexity of modern IT services, failures can be manifold, o...
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05/05/2022
Cucumber: Renewable-Aware Admission Control for Delay-Tolerant Cloud and Edge Workloads
The growing electricity demand of cloud and edge computing increases ope...
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01/03/2022
A Priority-Aware Multiqueue NIC Design
Low-level embedded systems are used to control cyber-phyiscal systems in...
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12/17/2021
Continuously Testing Distributed IoT Systems: An Overview of the State of the Art
The continuous testing of small changes to systems has proven to be usef...
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11/26/2021
A Taxonomy of Anomalies in Log Data
Log data anomaly detection is a core component in the area of artificial...
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11/02/2021
LogLAB: Attention-Based Labeling of Log Data Anomalies via Weak Supervision
With increasing scale and complexity of cloud operations, automated dete...
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10/25/2021
Let's Wait Awhile: How Temporal Workload Shifting Can Reduce Carbon Emissions in the Cloud
Depending on energy sources and demand, the carbon intensity of the publ...
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08/10/2021
Evaluation of Load Prediction Techniques for Distributed Stream Processing
Distributed Stream Processing (DSP) systems enable processing large stre...
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03/01/2021
LEAF: Simulating Large Energy-Aware Fog Computing Environments
Despite constant improvements in efficiency, today's data centers and ne...
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01/26/2021