Publication | Open Access
Rethinking software runtimes for disaggregated memory
104
Citations
49
References
2021
Year
Unknown Venue
Memory ArchitectureEngineeringData ScienceShared MemoryProgram AnalysisVirtual MemoryComputer EngineeringComputer ArchitectureIn-memory DatabaseSoftware RuntimesComputer ScienceLocal Memory AbstractionParallel ComputingData ManagementMemory ManagementSoftware AnalysisSystem SoftwareDisaggregated Memory
Disaggregated memory can address resource provisioning inefficiencies in current datacenters. Multiple software runtimes for disaggregated memory have been proposed in an attempt to make disaggregated memory practical. These systems rely on the virtual memory subsystem to transparently offer disaggregated memory to applications using a local memory abstraction. Unfortunately, using virtual memory for disaggregation has multiple limitations, including high overhead that comes from the use of page faults to identify what data to fetch and cache locally, and high dirty data amplification that comes from the use of page-granularity for tracking changes to the cached data (4KB or higher).
| Year | Citations | |
|---|---|---|
Page 1
Page 1