Degree Type

Dissertation

Date of Award

2016

Degree Name

Doctor of Philosophy

Department

Electrical and Computer Engineering

Major

Computer Engineering

First Advisor

Zhao Zhang

Abstract

Main memory system is facing increasingly high pressure from the advances of computation power scaling. Nowadays memory systems are expected to have much higher capacity than before. However, DRAM devices have limited scalability. Higher capacity usually translates to proportional hardware and power cost. Memory compression is a promising technology to prevent it from happening. Previous memory compression works are generally based on rigid data layout which limits their performance. We thus propose Flexible Memory which supports out-of-order memory block layout to lower compression-related overhead and improve performance.

Besides, the cost of memory reliability also increases with capacity growth. Conventional error protection schemes utilizes Hamming-based SECDED code that comes with 12.5\% capacity and power overhead of entire memory system. However it is not necessary to protect whole memory system because some data is not critical or not sensitive to memory errors. Memory capacity and power used in protecting them is almost wasted. Therefore, Selective Error Protection is necessary to lower the cost of large scale memory protection. The method to select critical data and non-critical data has been proposed before, however a memory system design to support its partitioned memory is challenging and does not exist at that time. Therefore, we propose a memory system design that has the capability to maintain two or more partitions with different layout in main memory at the same time. This design makes SEP schemes a complete practical design.

Even with selective error protection, supporting memory reliability is still hurting scaling of memory capacity. Fortunately, memory data has been proved to be very compressible. Most common applications are expected to free up enough space that can be used to store their own ECC code. For these applications, memory reliability incurs very low space and power overhead. However, combining ECC and memory compression is not trivial. It is difficult to achieve high percentage of coverage over entire memory when compressibility of different memory blocks varies a lot. We thus introduce Flexible ECC that is based on Flexible Memory to allow easier ECC code placement. When a block has more choices to store its ECC code, it is more likely to be covered by ECC. With Flexible ECC, a larger portion of memory can be covered by ECC codes whose storage overhead is lowered by memory compression.

Copyright Owner

Yanan Cao

Language

en

File Format

application/pdf

File Size

128 pages

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