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.
1 code implementation • 23 Feb 2022 • Nima Mahmoudi, Hamzeh Khazaei
Our experiments have shown that for various machine learning workloads, batching can hugely improve the system's efficiency by reducing the processing overhead per request.
1 code implementation • 23 Feb 2022 • Nima Mahmoudi, Hamzeh Khazaei
In previous studies, we built such performance models for steady-state and transient analysis of scale-per-request serverless computing platforms (e. g., AWS Lambda, Azure Functions, Google Cloud Functions) that could give developers immediate feedback about the quality of service and cost of their deployments.
1 code implementation • 29 Jan 2021 • Sara Ghaemi, Sara Rouhani, Rafael Belchior, Rui S. Cruz, Hamzeh Khazaei, Petr Musilek
While the development of different blockchain networks shows great potential for blockchains, the isolated networks have led to data and asset silos, limiting the applications of this technology.
Distributed, Parallel, and Cluster Computing
no code implementations • 16 Nov 2020 • Omid Hajihassani, Omid Ardakanian, Hamzeh Khazaei
In the deterministic case, we use a linear transformation to move the representation of input data in the latent space such that the reconstructed data is likely to have the same public attribute but a different private attribute than the original input data.