Ali Jannesari

Ali Jannesari

Associate Professor

Contact

jannesar@iastate.edu

110 Atanasoff

Ames

,

IA

50011

Research Area

Area of Expertise

High-Performance Computing
Machine Learning
Software Analytics

Education

Habilitation, Computer Science, Technical University of Darmstadt, Germany, 2016
Ph.D. Computer Science, Karlsruhe Institute of Technology, Germany, 2010
M.S. Computer Science, University of Stuttgart, Germany, 2005

Recent Publications

Mohammad Norouzi Arab, Nicolas Morew, Qamar Ilias, Lukas Rothenberger, Ali Jannesari, Felix Wolf:
Fast data-dependence profiling through prior static analysis. Parallel Comput. 119: 103063 (2024)
Waqwoya Abebe, Pablo Munoz, Ali Jannesari:
Improving Federated Learning Through Low-Entropy Client Sampling Based on Learned High-Level Features. CLOUD 2024: 20-29
Akash Dutta, Ali Jannesari:
MIREncoder: Multi-modal IR-based Pretrained Embeddings for Performance Optimizations. PACT 2024: 156-167
Aishwarya Sarkar, Sayan Ghosh, Nathan R. Tallent, Ali Jannesari:
MassiveGNN: Efficient Training via Prefetching for Massively Connected Distributed Graphs. CLUSTER 2024: 62-73
Sixing Yu, Juan Pablo Muñoz, Ali Jannesari:
Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models. LREC/COLING 2024: 7174-7184

More Publications