Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 5 of 5 for “"Message aggregation"”.
-
Generalizing fine-grained message aggregation
… when dealing with large quantities of small messages, due to the overhead of envelopes and going through the communication stack multiple times. Prior work has attempted to mitigate this through the aggregration of small messages, but it has only studied the impact for cases where the size of …
-
Software topological message aggregation techniques for large-scale parallel systems
… for reducing this overhead through topological aggregation, in which fine-grained messages are dynamically combined not just at each source of communication, but also at intermediate points between source and destination processors. The performance characteristics of aggregation and selection of …
-
Towards an Efficient Network Intrusion Detection System for IoT Networks Leveraging Graph Neural Networks
… methods with enhancements in algorithm input, message aggregation, update functions, and output. Our approach enables deep inspection by incorporating flow and packet content-related features. Additionally, our Multi-edged model accommodates multiple edges and features, utilizing modified …
-
A Machine Learning Approach to Predicting Alcohol Consumption in Adolescents From Historical Text Messaging Data
… network, to capture the semantic content of text messages sent by adolescents during high school, and encode this semantic content as numeric vectors. These vectors effectively condense the text message data into highly leverageable inputs to a logistic regression classifier in a matter of hours, …
-
Adaptive runtime techniques for node-aware resource optimization
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2025-10-19 without embargo terms