Mirage: ML kernels in the cloud (ML Workshop 2010)
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Mirage: ML kernels in the cloud (ML Workshop 2010)
- 1. Mirage: ML kernels in the cloud Anil Madhavapeddy, University of Cambridge Thomas Gazagnaire, INRIA Computer Laboratory, 15 JJ Thomson Avenue, Cambridge, UK Contributions from Tim Deegan (Citrix), Steven Hand (Cambridge), Steven Smith (Cambridge) , Jon Crowcroft (Cambridge)
- 2. Motivation: Layers Hardware Processes OS Kernel Threads Application
- 3. Motivation: Layers Hardware Processes OS Kernel Threads Application Language Runtime
- 4. Motivation: Layers Hardware Processes OS Kernel Threads Application Hypervisor Language Runtime
- 9. Mirage: 64-bit Xen Memory Layout OS Text and Data Network Buffers Reserved OCaml minor heap OCaml major heap
- 10. Mirage: Network Buffers OS Text and Data Network Buffers Reserved OCaml minor heap OCaml major heap IP Header TCP Header Transmit packet data IP Header TCP Header Receive packet data
- 12. Mirage: Typed Memory Allocators OS Text and Data Network Buffers Reserved OCaml minor heap OCaml major heap Buddy Allocator dyn_init(type) dyn_malloc(type, size) dyn_realloc(size) dyn_free(type) Heap Allocator heap_init(type, pages) heap_extend(type, pages) heap_shrink(type, pages) Page Grant Allocator grant_alloc_page(type) grant_free_page(type)
- 14. Mirage: extending the OS signature with timing
- 22. Mirage: roadmap