https://cis.temple.edu/~wu/research/publications/Publication_files/10_bare_jrnl_compsoc.pdf
1.1 Motivation and Challenges Service provisioning and updating refers to the decision-making process of the locations of services within a specific edge computing network to balance the interests of service providers and consumers to achieve the greatest eficiency possible [7]. Numerous mobile devices and sensors in edge networks need to interface with services and exchange data in real-time ...
https://education.temple.edu/sites/education/files/uploads/grad/DissertationHandbook%20Feb%201%20Revision.pdf
Even though this in a personal presentation of the dissertation process, I have tried to present as clear a presentation as I could of the relevant rules and regulations regarding not only the dissertation but the end game of your doctoral program. Your dissertation chairperson will try and help you at all times, but faculty are not always correct in their remembrance of the rules, so ...
https://cis.temple.edu/~wu/teaching/Spring2020_CIS5644_Distributed_Computing/distributed-computing-2020-notes-1.pdf
A distributed system is collection of independent computers that appear to the users of the system as single computer.
https://cis-linux1.temple.edu/~latecki/Courses/AI-Fall11/Lectures/ch5SVM.ppt
Outline What do we mean with classification, why is it useful Machine learning- basic concept Support Vector Machines (SVM) Linear SVM – basic terminology and some formulas Non-linear SVM – the Kernel trick An example: Predicting protein subcellular location with SVM Performance measurments Classification Everyday, all the time we classify things. Eg crossing the street: Is there a car ...
https://sites.temple.edu/sserrano/files/2020/08/12-Modeling-Infiltration-with-Approximate-Solutions-of-Richards-Equation.pdf
Sergio E. Serrano1 Abstract: Using approximate analytical solutions of the nonlinear Richard’s equation, simple models for the simulation of water content, pressure head, hydraulic head, and infiltration rate profiles, subject to either constant conditions, time-variable rainfall, or redistribution, are developed. New practical expressions for the time to ponding and infiltration rate at the ...
https://cis.temple.edu/~jiewu/research/publications/Publication_files/WENJUNJIANG2021TWeb.pdf
In online systems, including e-commerce platforms, many users resort to the reviews or comments generated by previous consumers for decision making, while their time is limited to deal with many reviews. Therefore, a review summary, which contains all important features in user-generated reviews, is expected. In this paper, we study “how to generate a comprehensive review summary from a ...
https://cis.temple.edu/~wu/research/publications/Publication_files/Social-Aware%20DT-Assisted%20Service%20Provisioning%20in%20Serverless%20Edge%20Computing.pdf
Social-Aware DT-Assisted Service Provisioning in Serverless Edge Computing Jing Li†, Jianping Wang†, Weifa Liang†, Jie Wu¶, Quan Chen§, and Zichuan Xu$ † Department of Computer Science, City University of Hong Kong, Hong Kong, P. R. China ¶ Department of Computer and Information Sciences, Temple University, Philadelphia, USA
https://cis.temple.edu/~wu/research/publications/Publication_files/J-CT-2024-Balancing%20Privacy%20and%20Accuracy%20using%20Siginificant%20Gradient%20Protection%20in%20Federated%20Learning.pdf
Abstract—Previous state-of-the-art studies have demonstrated that adversaries can access sensitive user data by membership inference attacks (MIAs) in Federated Learning (FL). Intro-ducing differential privacy (DP) into the FL framework is an effective way to enhance the privacy of FL. Nevertheless, in differentially private federated learning (DP-FL), local gradients become excessively ...
https://cis.temple.edu/~jiewu/research/publications/Publication_files/m37113-chen%20final.pdf
TileSR: Accelerate On-Device Super-Resolution with Parallel Ofloading in Tile Granularity Ning Chen1, Sheng Zhang1∗, Yu Liang2, Jie Wu3, Yu Chen1, Yuting Yan1, Zhuzhong Qian1 and Sanglu Lu1
https://cis.temple.edu/~wangp/5603-AI/Project/2022S/pattersonblaker/Ward_Patterson_Final_Report.pdf
1 Abstract Minecraft has been the focus of much AI research in past years. Most recently, interest has risen in procedural generation of settlements in Minecraft, largely due to a annual competition established in 2018 called the Generative Design in Minecraft Competition. Inspired by this recent research, we aim to develop a set of algorithms that are capable of building a realistic ...