Peter Pietzuch

6 papers · 2016–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 📈 Trend Setter

Venues

OSDI (4) NSDI (2)

Top co-authors

Lluís Vilanova (3) Takahiro Shinagawa (2) Guo Li (2) David Eyers (2) Vasily A. Sartakov (2) Olga Vrousgou (1) Dave Eyers (1) Andre Martin (1) Andrei-Octavian Brabete (1) Thomas Knauth (1)

Research topics

Machine Learning (4) Computer Science (3) Application Areas (3) Applications (2) Optimization & Theory · Machine Learning (2) Systems (2) Artificial Intelligence (1) Deep Learning (1) Security & Privacy (1) Learning Paradigms (1) Optimization & Theory · Deep Learning (1) Privacy (1)

Keywords

memory capability (2) distributed training (1) hyperparameter tuning (1) distributed machine learning (1) byzantine fault tolerance (1) trusted execution environment (1) intel sgx (1) virtual machine (1) cloud computing (1) distributed runtime (1) cloud scheduling (1) vertical scaling (1) horizontal migration (1) memory isolation (1) capability-based security (1) virtual address space (1) data sharing (1) consensus protocol (1) adaptive training (1) communication topology (1)

Papers

GRANNY: Granular Management of Compute-Intensive Applications in the Cloud NSDI 2025 ORC: Increasing Cloud Memory Density via Object Reuse with Capabilities OSDI 2023 CAP-VMs: Capability-Based Isolation and Sharing in the Cloud OSDI 2022 IA-CCF: Individual Accountability for Permissioned Ledgers NSDI 2022 KungFu: Making Training in Distributed Machine Learning Adaptive OSDI 2020 SCONE: Secure Linux Containers with Intel SGX OSDI 2016