no code implementations • 5 Feb 2024 • Hoda Torabi, Hamzeh Khazaei, Marin Litoiu
Improved byte hit rates at the edge not only alleviate the load on the network backbone but also minimize operational costs and expedite content delivery to end-users.
no code implementations • 22 Jan 2024 • Shaikh Quader, Andres Jaramillo, Sumona Mukhopadhyay, Ghadeer Abuoda, Calisto Zuzarte, David Kalmuk, Marin Litoiu, Manos Papagelis
In this research, we are interested in query performance optimization under concurrent execution of a batch of queries (a workload).
no code implementations • 19 Mar 2021 • Danny Weyns, Bradley Schmerl, Masako Kishida, Alberto Leva, Marin Litoiu, Necmiye Ozay, Colin Paterson, Kenji Tei
Two established approaches to engineer adaptive systems are architecture-based adaptation that uses a Monitor-Analysis-Planning-Executing (MAPE) loop that reasons over architectural models (aka Knowledge) to make adaptation decisions, and control-based adaptation that relies on principles of control theory (CT) to realize adaptation.
no code implementations • 17 Aug 2020 • Mahima Chaudhary, Sumona Mukhopadhyay, Marin Litoiu, Lauren E Sergio, Meaghan S Adams
In this work, we have designed a multiclass classification model to detect the primary colors from the features of raw EEG signals.