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07/11/2022
Keep your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring
Machine Learning (ML) has provided promising results in recent years acr...
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03/08/2022
It's AI Match: A Two-Step Approach for Schema Matching Using Embeddings
Since data is often stored in different sources, it needs to be integrat...
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10/19/2020
Latency-aware and -predictable Communication with Open Protocol Stacks for Remote Drone Control
In order to create cooperating swarms of Unmanned Autonomous Vehicles (U...
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09/02/2019
DeepDB: Learn from Data, not from Queries!
The typical approach for learned DBMS components is to capture the behav...
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05/28/2019
Δelta: Differential Energy-Efficiency, Latency, and Timing Analysis for Real-Time Networks
The continuously increasing degree of automation in many areas (e.g. man...
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09/27/2018
Cross-Layer Effects on Training Neural Algorithms for Video Streaming
Nowadays Dynamic Adaptive Streaming over HTTP (DASH) is the most prevale...
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08/20/2018
X-Lap: A Systems Approach for Cross-Layer Profiling and Latency Analysis for Cyber-Physical Networks
Networked control applications for cyber-physical networks demand predic...
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02/14/2018