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Query processing on smart ssds: Opportunities and challenges
Data storage devices are getting" smarter." Smart Flash storage devices (aka" Smart SSD")
are on the horizon and will package CPU processing and DRAM storage inside a Smart …
are on the horizon and will package CPU processing and DRAM storage inside a Smart …
Garbage collection and wear leveling for flash memory: Past and future
Recently, storage systems have observed a great leap in performance, reliability,
endurance, and cost, due to the advance in non-volatile memory technologies, such as …
endurance, and cost, due to the advance in non-volatile memory technologies, such as …
LSM-based storage techniques: a survey
Recently, the log-structured merge-tree (LSM-tree) has been widely adopted for use in the
storage layer of modern NoSQL systems. Because of this, there have been a large number …
storage layer of modern NoSQL systems. Because of this, there have been a large number …
Monkey: Optimal navigable key-value store
In this paper, we show that key-value stores backed by an LSM-tree exhibit an intrinsic trade-
off between lookup cost, update cost, and main memory footprint, yet all existing designs …
off between lookup cost, update cost, and main memory footprint, yet all existing designs …
Dostoevsky: Better space-time trade-offs for LSM-tree based key-value stores via adaptive removal of superfluous merging
In this paper, we show that all mainstream LSM-tree based key-value stores in the literature
and in industry are suboptimal with respect to how they trade off among the I/O costs of …
and in industry are suboptimal with respect to how they trade off among the I/O costs of …
{NV-Tree}: reducing consistency cost for {NVM-based} single level systems
The non-volatile memory (NVM) has DRAM-like performance and disk-like persistency
which make it possible to replace both disk and DRAM to build single level systems. To keep …
which make it possible to replace both disk and DRAM to build single level systems. To keep …
The {CacheLib} caching engine: Design and experiences at scale
Web services rely on caching at nearly every layer of the system architecture. Commonly,
each cache is implemented and maintained independently by a distinct team and is highly …
each cache is implemented and maintained independently by a distinct team and is highly …
Rosetta: A robust space-time optimized range filter for key-value stores
We introduce Rosetta, a probabilistic range filter designed specifically for LSM-tree based
key-value stores. The core intuition is that we can sacrifice filter probe time because it is not …
key-value stores. The core intuition is that we can sacrifice filter probe time because it is not …
SlimDB: A space-efficient key-value storage engine for semi-sorted data
Modern key-value stores often use write-optimized indexes and compact in-memory indexes
to speed up read and write performance. One popular write-optimized index is the Log …
to speed up read and write performance. One popular write-optimized index is the Log …
SkimpyStash: RAM space skimpy key-value store on flash-based storage
We present SkimpyStash, a RAM space skimpy key-value store on flash-based storage,
designed for high throughput, low latency server applications. The distinguishing feature of …
designed for high throughput, low latency server applications. The distinguishing feature of …