2 papers
cs.DB2020
Predict and Write: Using K-Means Clustering to Extend the Lifetime of NVM Storage
Saeed Kargar, Heiner Litz, Faisal Nawab
Non-volatile memory (NVM) technologies suffer from limited write endurance. To address this challenge, we propose Predict and Write (PNW), a K/V-store that uses a clustering-based…
cs.LG2018
Learning Memory Access Patterns
Milad Hashemi, Kevin Swersky, Jamie A. Smith +5
The explosion in workload complexity and the recent slow-down in Moore's law scaling call for new approaches towards efficient computing. Researchers are now beginning to use recen…