Fault Localization Using Interventional Causal Learning for Cloud-Native ApplicationsSaurabh JhaJesus Rios Aliagaet al.2024DSN 2024
Federated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the UglyHerbert WoisetschlägerAlexander Erbenet al.2024SIGMOD 2024
Performance-Portable Multiphase Flow Solutions with Discontinuous Galerkin MethodsToby FlynnRobert Manson Sawkoet al.2024IPDPS 2024
Relations Between Entity Sizes and Error-Correction Coding Codewords and Data LossIlias Iliadis2024CTRQ 2024
HKPoly: A Polystore Architecture to Support Data Linkage and Queries on Distributed and Heterogeneous DataLeonardo Guerreiro AzevedoRenan Souzaet al.2024SBSI 2024
Taming subnet-drift in D2D-enabled fog learning: a hierarchical gradient tracking approachEvan ChenShiqiang Wanget al.2024INFOCOM 2024
Federated Learning While Providing Model as a Service: Joint Training and Inference OptimizationPengchao HanShiqiang Wanget al.2024INFOCOM 2024
A Lightweight Method for Tackling Unknown Participation Statistics in Federated AveragingShiqiang WangMingyue Ji2024ICLR 2024
FedFisher: Leveraging Fisher Information for One-Shot Federated LearningDivyansh JhunjhunwalaShiqiang Wanget al.2024AISTATS 2024