[PDF][PDF] 大数据管理: 概念, 技术与挑战

孟小峰, 慈祥 - 2013 - idke.ruc.edu.cn
大数据管理:概念,技术与挑战 Page 1 大数据管理:概念,技术与挑战 孟小峰慈祥 (中国人民大学信息
学院北京100872) Big Data Management: Concepts, Techniques and Challenges Meng …

A survey of software techniques for using non-volatile memories for storage and main memory systems

S Mittal, JS Vetter - IEEE Transactions on Parallel and …, 2015 - ieeexplore.ieee.org
Non-volatile memory (NVM) devices, such as Flash, phase change RAM, spin transfer
torque RAM, and resistive RAM, offer several advantages and challenges when compared …

Nomad:{Non-Exclusive} Memory Tiering via Transactional Page Migration

L Xiang, Z Lin, W Deng, H Lu, J Rao, Y Yuan… - … USENIX Symposium on …, 2024 - usenix.org
With the advent of byte-addressable memory devices, such as CXL memory, persistent
memory, and storage-class memory, tiered memory systems have become a reality. Page …

Slow and steady feature analysis: higher order temporal coherence in video

D Jayaraman, K Grauman - Proceedings of the IEEE …, 2016 - openaccess.thecvf.com
How can unlabeled video augment visual learning? Existing methods perform" slow" feature
analysis, encouraging temporal coherence, where the image representations of temporally …

Improving flash-based disk cache with lazy adaptive replacement

S Huang, Q Wei, D Feng, J Chen, C Chen - ACM Transactions on …, 2016 - dl.acm.org
For years, the increasing popularity of flash memory has been changing storage systems.
Flash-based solid-state drives (SSDs) are widely used as a new cache tier on top of hard …

Sibyl: Adaptive and extensible data placement in hybrid storage systems using online reinforcement learning

G Singh, R Nadig, J Park, R Bera, N Hajinazar… - Proceedings of the 49th …, 2022 - dl.acm.org
Hybrid storage systems (HSS) use multiple different storage devices to provide high and
scalable storage capacity at high performance. Data placement across different devices is …

[PDF][PDF] Caching less for better performance: balancing cache size and update cost of flash memory cache in hybrid storage systems.

Y Oh, J Choi, D Lee, SH Noh - FAST, 2012 - usenix.org
Hybrid storage solutions use NAND flash memory based Solid State Drives (SSDs) as non-
volatile cache and traditional Hard Disk Drives (HDDs) as lower level storage. Unlike a …

Differentiated storage services

M Mesnier, F Chen, T Luo, JB Akers - … of the twenty-third acm symposium …, 2011 - dl.acm.org
We propose an I/O classification architecture to close the widening semantic gap between
computer systems and storage systems. By classifying I/O, a computer system can request …

Fairness-aware scheduling on single-ISA heterogeneous multi-cores

K Van Craeynest, S Akram, W Heirman… - Proceedings of the …, 2013 - ieeexplore.ieee.org
Single-ISA heterogeneous multi-cores consisting of small (eg, in-order) and big (eg, out-of-
order) cores dramatically improve energy-and power-efficiency by scheduling workloads on …

Hybrid Aggregates: Combining SSDs and HDDs in a single storage pool

JD Strunk - ACM SIGOPS Operating Systems Review, 2012 - dl.acm.org
Relative to traditional hard disk drives (HDDs), solid state drives (SSDs) provide a very large
number of I/Os per second, but they have limited capacity. From a cost-effectiveness …