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Build GenAI Apps from Scratch — UCSB PaCE Certificate Program
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Explore a 15-minute conference talk from OSDI '23 that introduces Object Reuse with Capabilities (ORC), a novel approach to increase cloud memory density. Delve into the challenges of memory de-duplication in multi-tenant cloud environments and learn how ORC addresses these issues by supporting fine-grained sharing of binary objects while maintaining strong tenant isolation. Discover how ORC leverages hardware support for memory capabilities, implements a new relocation type for per-tenant state creation, and allows untrusted guest object loading with safety verification. Examine the experimental results demonstrating ORC's superior memory density and lower overhead compared to hypervisor-based de-duplication methods. Gain insights from researchers at Imperial College London, University of Otago, and The University of Tokyo as they present their innovative solution for optimizing cloud resource utilization.
Syllabus
OSDI '23 - ORC: Increasing Cloud Memory Density via Object Reuse with Capabilities
Taught by
USENIX