TY - GEN
T1 - Characterizing virtual memory write references for efficient page replacement in NAND flash memory
AU - Lee, Hyejeong
AU - Bahn, Hyokyung
PY - 2009
Y1 - 2009
N2 - Recently, NAND flash memory is being used as the swap space of virtual memory as well as the file storage of embedded systems. Since temporal locality is dominant in page references of virtual memory, LRU and its approximated algorithms are widely used. However, we show that this is not true for write references. We analyze the characteristics of virtual memory read and write references separately, and find that the temporal locality of write references is weak and irregular. Based on this observation, we present a new page replacement algorithm that uses different strategies for read and write operations in predicting the re-reference likelihood of pages. For read operations, temporal locality alone is used, but for write operations, write frequency as well as temporal locality is used. The algorithm partitions the memory space into a read area and a write area to keep track of their reference patterns precisely, and then adjusts their sizes dynamically based on their reference patterns and I/O costs. Though the algorithm has no external parameter to tune, it performs better than CLOCK, CAR, and CFLRU by 20-66%. It also supports optimized implementations for virtual memory systems.
AB - Recently, NAND flash memory is being used as the swap space of virtual memory as well as the file storage of embedded systems. Since temporal locality is dominant in page references of virtual memory, LRU and its approximated algorithms are widely used. However, we show that this is not true for write references. We analyze the characteristics of virtual memory read and write references separately, and find that the temporal locality of write references is weak and irregular. Based on this observation, we present a new page replacement algorithm that uses different strategies for read and write operations in predicting the re-reference likelihood of pages. For read operations, temporal locality alone is used, but for write operations, write frequency as well as temporal locality is used. The algorithm partitions the memory space into a read area and a write area to keep track of their reference patterns precisely, and then adjusts their sizes dynamically based on their reference patterns and I/O costs. Though the algorithm has no external parameter to tune, it performs better than CLOCK, CAR, and CFLRU by 20-66%. It also supports optimized implementations for virtual memory systems.
KW - NAND flash memory
KW - Page replacement
KW - Temporal locality
KW - Virtual memory
KW - Write reference
UR - http://www.scopus.com/inward/record.url?scp=76349122433&partnerID=8YFLogxK
U2 - 10.1109/MASCOT.2009.5366768
DO - 10.1109/MASCOT.2009.5366768
M3 - Conference contribution
AN - SCOPUS:76349122433
SN - 9781424449262
T3 - Proceedings - IEEE Computer Society's Annual International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems, MASCOTS
SP - 451
EP - 460
BT - 2009 IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, MASCOTS 2009
T2 - 2009 IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, MASCOTS 2009
Y2 - 21 September 2009 through 23 September 2009
ER -