Caching Beyond RAM: The Case for NVMe

•

2 gostaram•510 visualizações

Video and slides synchronized, mp3 and slide download available at URL https://bit.ly/2Cnu9Td. Alan Kasindorf explores the possibility of using new storage devices to reduce DRAM dependency for cache workloads and talks about use cases that optimize for different cache workloads. Filmed at qconsf.com. Alan (Dormando) Kasindorf is OSS Memcached Project Maintainer. Previously, he was Memcache / Mcrouter at Facebook and Director of Edge Engineering at Fastly.

Tecnologia

CACHING BEYOND RAMCACHING BEYOND RAM
memcached.org/blog
@dormando

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Watch the video with slide
synchronization on InfoQ.com!
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nvme-cache

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Strategy
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Highlights
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Presented at QCon San Francisco
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W DB
4G RAM 4G RAM
Filled Empty
RAM Slots

FLASH! NOT JUST FOR HEAVYFLASH! NOT JUST FOR HEAVY
MACHINERYMACHINERY

X25-M 80G IOPS: 35k read, 300 write
X25-E 64G IOPS: 35k read, 3300 write

LB
Flash Cache!
Sticky L7
V
V X25-E
X25-E

GOOD (ENOUGH) SSD'S AREGOOD (ENOUGH) SSD'S ARE
EVERYWHEREEVERYWHERE

ARE SMALL ITEMS VALUABLE ON DISKARE SMALL ITEMS VALUABLE ON DISK
CACHE?CACHE?

RAM DISK
* metadata
* key
* pointer
* metadata
* key
* value

Bad: Still limited by RAM.
Good: Much less writing, consistent reads.

WORKLOADSWORKLOADS
ML facts / computed data / templated data
Sessions :P
Saving the 50% of RAM used in 8k+ items

JBOD [JUST A BUNCH OFJBOD [JUST A BUNCH OF
DEVICES]DEVICES]
memcached -o
ext_path=/m/f:64g,ext_path=/m2/f:64g

TIERED STORAGETIERED STORAGE
github.com/memcached/memcached/pull/432
ext_path=/m/f:64g:compact
ext_path=/m/f:64g:lowttl

PERSISTENT MEMORYPERSISTENT MEMORY
HTABLE VALUES

WRAP UP: PERFORMANCEWRAP UP: PERFORMANCE

THANKS!THANKS!
memcached.org/blog
@dormando
github.com/memcached/memcached/wiki/Extstore

Watch the video with slide
synchronization on InfoQ.com!
https://www.infoq.com/presentations/
nvme-cache

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Caching Beyond RAM: The Case for NVMe

1. CACHING BEYOND RAMCACHING BEYOND RAM memcached.org/blog @dormando

2. InfoQ.com: News & Community Site • Over 1,000,000 software developers, architects and CTOs read the site worldwide every month • 250,000 senior developers subscribe to our weekly newsletter • Published in 4 languages (English, Chinese, Japanese and Brazilian Portuguese) • Post content from our QCon conferences • 2 dedicated podcast channels: The InfoQ Podcast, with a focus on Architecture and The Engineering Culture Podcast, with a focus on building • 96 deep dives on innovative topics packed as downloadable emags and minibooks • Over 40 new content items per week Watch the video with slide synchronization on InfoQ.com! https://www.infoq.com/presentations/ nvme-cache

3. Purpose of QCon - to empower software development by facilitating the spread of knowledge and innovation Strategy - practitioner-driven conference designed for YOU: influencers of change and innovation in your teams - speakers and topics driving the evolution and innovation - connecting and catalyzing the influencers and innovators Highlights - attended by more than 12,000 delegates since 2007 - held in 9 cities worldwide Presented at QCon San Francisco www.qconsf.com

4. WHY RAM?WHY RAM?

5. W W W Identical Cache

6. W W W Broadcast Invalidation

7. MC MC HASH(key)

8. W DB 1G RAM 4G RAM 32bit OS!

9. W DB 4G RAM 4G RAM Filled Empty RAM Slots

10. W DB 16G RAM 4G RAM W W W

11. ENTER FLASHENTER FLASH

12. FLASH! NOT JUST FOR HEAVYFLASH! NOT JUST FOR HEAVY MACHINERYMACHINERY

13. X25-M 80G IOPS: 35k read, 300 write X25-E 64G IOPS: 35k read, 3300 write

14. V LB RAM cache! Sticky L7 V V V

15.