{LightNVM}: The linux {Open-Channel}{SSD} subsystem

M Bjørling, J Gonzalez, P Bonnet - 15th USENIX Conference on File and …, 2017 - usenix.org
As Solid-State Drives (SSDs) become commonplace in data-centers and storage arrays,
there is a growing demand for predictable latency. Traditional SSDs, serving block I/Os, fail …

GraFBoost: Using accelerated flash storage for external graph analytics

SW Jun, A Wright, S Zhang, S Xu - 2018 ACM/IEEE 45th …, 2018 - ieeexplore.ieee.org
We describe GraFBoost, a flash-based architecture with hardware acceleration for external
analytics of multi-terabyte graphs. We compare the performance of GraFBoost with 1 GB of …

{Application-Managed} Flash

S Lee, M Liu, S Jun, S Xu, J Kim - 14th USENIX Conference on File …, 2016 - usenix.org
In flash storage, an FTL is a complex piece of code that resides completely inside the
storage device and is provided by the manufacturer. Its principal virtue is providing …

Bluecache: A scalable distributed flash-based key-value store

S Xu - 2016 - dspace.mit.edu
Low-latency and high-bandwidth access to a large amount of data is a key requirement for
many web applications in data centers. To satisfy such a requirement, a distributed …

Segmentation and classification of skin cancer melanoma from skin lesion images

NC Lynn, ZM Kyu - 2017 18th international conference on …, 2017 - ieeexplore.ieee.org
Melanoma, one type of skin cancer is considered o the most dangerous form of skin cancer
occurred in humans. However it is curable if the person detects early. To minimize the …

Implementing accelerated key-value store: From SSDs to datacenter servers

C Chung - 2023 - dspace.mit.edu
Efficient management of storage is a primary concern in all systems dealing with Big Data. In
the modern era, flash-based solid-state drives (SSDs) are widely adopted in computer …

Computing Big-Data Applications Near Flash

S Xu - 2021 - dspace.mit.edu
Current systems produce a large and growing amount of data, which is often referred to as
Big Data. Providing valuable insights from this data requires new computing systems to store …

A case for application-managed flash

J Koo, C Chung, S Lee - IEEE Transactions on Computers, 2020 - ieeexplore.ieee.org
We propose a new I/O architecture for NAND flash-based SSDs, called application-
managed flash (AMF) and present two case studies to show its usefulness. In a typical SSD …

[BOOK][B] Low Overhead & Energy Efficient Storage Path for Next Generation Computer Systems

A Stratikopoulos - 2019 - search.proquest.com
The constant growth of data is pushing storage systems towards ever-increasing I/O
bandwidth and lower latency requirements. In recent years, the Non-Volatile Memory …

Cider: A Case for Block Level Variable Redundancy on a Distributed Flash Array

S Chandrashekhara, MR Kumar… - 2017 26th …, 2017 - ieeexplore.ieee.org
With the increase in data volumes, it is prudent to classify data depending on its criticality.
One might prefer a cheap storage for a year old system logs but a highly fault tolerant …