By Guang R. Gao, Depei Qian, Xinbo Gao, Barbara Chapman, Wenguang Chen

This ebook constitutes the lawsuits of the thirteenth IFIP WG 10.3International convention on community and Parallel Computing, NPC 2016,held in Xi'an, China, in October 2016.
The 17 complete papers provided have been conscientiously reviewed and chosen from ninety nine submissions. they're equipped within the following topical sections; reminiscence: non-volatile, reliable kingdom drives, hybrid platforms; resilience and reliability; scheduling and load-balancing; heterogeneous platforms; information processing and massive information; and algorithms and computational models.

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Extra resources for Network and Parallel Computing: 13th IFIP WG 10.3 International Conference, NPC 2016, Xi'an, China, October 28-29, 2016, Proceedings

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ACM (2006) 33. com Abstract. The Mean Time to Failure continues to decrease as the scaling of computing systems. To maintain the reliability of computing systems, checkpoint has to be taken more frequently. Incremental checkpointing is a well-researched technique that makes frequent checkpointing possible. Fine-grained incremental checkpointing minimizes checkpoint size but suffers from significant monitoring overhead. We observe the memory access at page granularity and find that the size of contiguous memory regions visited by applications tends to be propor‐ tional to size of corresponding memory allocation.

To leverage the benefits of different technologies, with disparate access-cost modules into an integrated hybrid memory opens up a promising future for memory design. It has the potential to reduce power consumption and improve performance at the same time [1]. However, it exposes the complexity of distributing data to appropriate modules. Many hybrid memory management policies are implemented in a memory controller with or without OS assistance [2–9]. However, their page migrations can cause time and memory bandwidth overhead.

LLC misses/object size) identification is conducted offline, thus no online profiling cost. We steal one bit from an object header as a flag to indicate hot object, so no impact on total space usage even at object grain. Our work is orthogonal to the management policies proposed inside an OS or hardware. They can work cooperatively but with reduced cost for managed applications. It can also work alone as a pure software portable hybrid-memory management. For appropriate heap partition placement, we quantitatively analyze the LLC miss density for each partition of generational GC, including nursery, mature, metadata, and LOS (large object space).

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