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Metis: a smart memory allocator using historical reclamation information
| Content Provider | ACM Digital Library |
|---|---|
| Author | Dueck, Gerhard Wang, Yang Guo, Qi Xu, Shijie Bremner, David |
| Abstract | Dynamic memory management has received extensive attention in the last decade. Reducing memory fragmentation is a major design consideration to achieve efficient memory management. However, for some loop intensive applications (e.g., Apache HTTP and Ngnix), state-of-the-art dynamic memory allocators are not capable of reducing fragmentation efficiently due to repeatedly allocations and deallocations of objects with varying size. To address this problem, we propose a smart memory allocator, called Metis, designed for loop intensive applications. In Metis, a program's runtime is divided into two phases: profiling phase and activation phase. For the former, Metis builds a model to group historical allocation instructions, the objects created which are interconnected and likely to be reclaimed together during the same Garbage Collection (GC) cycle. For the latter, a region group (a contiguous piece of memory that can be reclaimed as a whole) is created to serve allocation instructions from one instruction group in the model. Our experiment with extended SPECjvm2008 traces shows that 79% of true fragmentation in the global heap can be reduced and a larger fraction of false fragmentation in region groups. |
| Starting Page | 1 |
| Ending Page | 9 |
| Page Count | 9 |
| File Format | |
| ISBN | 9781450336574 |
| DOI | 10.1145/2843915.2843920 |
| Language | English |
| Publisher | Association for Computing Machinery (ACM) |
| Publisher Date | 2015-07-04 |
| Publisher Place | New York |
| Access Restriction | Subscribed |
| Content Type | Text |
| Resource Type | Article |
