https://cis.temple.edu/~jiewu/research/publications/Publication_files/Paper%206190%20Camera%20Ready%20Version.pdf
a major challenge for federated learning in diverse settings. Personalized Federated Learning (PFL), [Tan et al., 2022a] addresses these issues by allowing client-specific models that leverage global insights to enhance local outcomes. The main challenge in PFL lies in balancing global knowledge sharing with preserving client-specific information, making the trade- off an important research ...
https://cis.temple.edu/~jiewu/research/publications/Publication_files/m48122-zhao%20final.pdf
DAPPLE [27] adopts one-forward-one-backward (1F1B) schedule to reduce the memory footprint of activations but introduces memory im-balance between devices. BPipe [5] leverages high-speed in-terconnects to transfer intermediate data between GPUs during training, enabling all GPUs to utilize comparable amounts of memory.
https://cis.temple.edu/~jiewu/research/publications/Publication_files/Paper%206750%20Camera%20Ready%20Version.pdf
1 Introduction Federated learning (FL) [Koneˇcn ́y et al., 2017], a widely-used framework for distributed machine learning, is a signif-icant research focus. Most FL algorithms, such as the clas-sic FedAvg, fall into Synchronous Federated Learning (SFL). They require the server to wait for all selected clients’ lo-cal training and uploads before aggregating updates, and as-sume uniform ...
https://www.fox.temple.edu/sites/fox/files/ISR-delayed-effects.pdf
Against this background, we herein focus on a specific type of mobile promotion: location-based mobile promotion (LMP) and assess its dynamic im-pact on sales with consumer purchases data.
https://studentsuccess.temple.edu/sites/studentsuccess/files/HANDOUT_Science%20Writing%20and%20IMRaD_The%20Basics.pdf
Think of IMRaD as a written/narrative representation of the scientific method (Scientific reports, 2021). Take a look at the scientific method (right) alongside the hourglass structure of the IMRaD draft (left) below. Check out the similarities! Use the more familiar parts of the scientific method to ground your understanding of that IMRaD structure.
https://cis.temple.edu/~apal/nfmi_comnet.pdf
Near Field Magnetic Induction (NFMI) based communication is an emerging technology that promises several advantages over the traditional radio frequency (RF) communication including low energy use, ability to work reliably in a variety of difficult propagation media (e.g., water, non-ferromagnetic metals, underground, tissue media of fresh produce & meats, etc.), and low leakage possibility ...
https://cis.temple.edu/~he/publications/Conferences/PEPausing-FAST12.pdf
The implementation of P/E suspension for NAND flash involves minimal modifications to the flash inter-face, i.e., merely the “program suspend/resume” and “erase suspend/resume” commands need to be added in the command set of the flash interface [12]. To support P/E suspension, the control logic inside the flash chip is required to determine the appropriate time to suspend the P/E ...
https://cis.temple.edu/~latecki/Papers/Quan_DRBANET_ICIP_2022.pdf
DRBANet follows a dual-branch architecture [12,13], where HRB produces image detail features, while LRB captures im-age semantic cues. DRBANet is built mainly based on EIBM unit, which enables us to explore larger receptive fields, but with very smaller computational overhead.
https://cis.temple.edu/~wu/teaching/Spring%202013/handoff.pdf
1.1 INTRODUCTION Mobility is the most important feature of a wireless cellular communication system. Usu-ally, continuous service is achieved by supporting handoff (or handover) from one cell to another. Handoff is the process of changing the channel (frequency, time slot, spreading code, or combination of them) associated with the current connection while a call is in progress. It is often ...
https://cis.temple.edu/~latecki/Papers/GIFT-IEEEMM2017.pdf
Abstract—Projective analysis is an important solution in three-dimensional (3D) shape retrieval, since human visual perceptions of 3D shapes rely on various 2D observations from different viewpoints. Although multiple informative and discriminative views are utilized, most projection-based retrieval systems suffer from heavy computational cost, and thus cannot satisfy the basic requirement ...