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| Content Provider | ACM Digital Library |
|---|---|
| Author | Jevdjic, Djordje Kaynak, Cansu Loh, Gabriel H. Falsafi, Babak |
| Abstract | Recent research advocates large die-stacked DRAM caches in many core servers to break the memory latency and bandwidth wall. To realize their full potential, die-stacked DRAM caches necessitate low lookup latencies, high hit rates and the efficient use of off-chip bandwidth. Today's stacked DRAM cache designs fall into two categories based on the granularity at which they manage data: block-based and page-based. The state-of-the-art block-based design, called Alloy Cache, collocates a tag with each data block (e.g., 64B) in the stacked DRAM to provide fast access to data in a single DRAM access. However, such a design suffers from low hit rates due to poor temporal locality in the DRAM cache. In contrast, the state-of-the-art page-based design, called Footprint Cache, organizes the DRAM cache at page granularity (e.g., 4KB), but fetches only the blocks that will likely be touched within a page. In doing so, the Footprint Cache achieves high hit rates with moderate on-chip tag storage and reasonable lookup latency. However, multi-gigabyte stacked DRAM caches will soon be practical and needed by server applications, thereby mandating tens of MBs of tag storage even for page-based DRAM caches. We introduce a novel stacked-DRAM cache design, Unison Cache. Similar to Alloy Cache's approach, Unison Cache incorporates the tag metadata directly into the stacked DRAM to enable scalability to arbitrary stacked-DRAM capacities. Then, leveraging the insights from the Footprint Cache design, Unison Cache employs large, page-sized cache allocation units to achieve high hit rates and reduction in tag overheads, while predicting and fetching only the useful blocks within each page to minimize the off-chip traffic. Our evaluation using server workloads and caches of up to 8GB reveals that Unison cache improves performance by 14% compared to Alloy Cache due to its high hit rate, while outperforming the state-of-the art page-based designs that require impractical SRAM-based tags of around 50MB. |
| Starting Page | 25 |
| Ending Page | 37 |
| Page Count | 13 |
| File Format | |
| ISBN | 9781479969982 |
| ISSN | 10724451 |
| DOI | 10.1109/MICRO.2014.51 |
| Language | English |
| Publisher | Association for Computing Machinery (ACM) |
| Publisher Date | 2014-12-13 |
| Access Restriction | Subscribed |
| Subject Keyword | 3d die stacking Memory Dram Caches Servers |
| Content Type | Text |
| Resource Type | Article |
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