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MEMORY SOLUTIONS LAB



TRANSFORMING MEMORY PERFORMANCE


Memory Solutions Lab
 * Products
 * Publications
 * Contributions
 * Collaboration
 * Leadership
 * Careers




ABOUT MSL


The Memory Solutions Lab (MSL) is part of Samsung’s Memory Business Unit, the
industry’s technology and volume leader in DRAM and SSD. MSL’s vision is to
solve key problems & innovate new architecture platforms for Cloud & Data Center
environments, and MSL is an integral part of Samsung’s worldwide R&D Labs. MSL
works closely with development teams to bring feature innovation to product
roadmaps, and engages with customers, partners, universities and the technology
community in Silicon Valley to develop new solutions.


PRODUCTS


SmartSSD® CSD
View Product
CXL Memory Expander
View Product
Multistream
View Product
KV SSD
View Product
ESSD
View Product


PUBLICATIONS


Showing 1 - 6 of 6
Results per Page: 6 12 24
IEEE International Conference On Computer Aided Design (ICCAD)  2020

NEST: DIMM BASED NEAR-DATA-PROCESSING ACCELERATOR FOR K-MER COUNTING

Krishna Teja Malladi Wenqin Huangfu
IEEE Computer architecture Letters (CAL’2020)

NMTSIM: TRANSACTION-COMMAND BASED SIMULATOR FOR NEW MEMORY TECHNOLOGY DEVICES

Krishna Teja Malladi Peng Gu, Benjamin Lim
25th Asia and South Pacific Design Automation Conference (ASP-DAC ’20)

HYBRID DATA RELIABILITY FOR EMERGING KEY-VALUE STORAGE DEVICES

Mian Qin Joo Hwan Lee, Rekha Pitchumani, Yang Seok Ki, Narasimha Reddy, Paul V.
IEEE Computer Architecture Letters

SMARTSSD: FPGA ACCELERATED NEAR-STORAGE DATA ANALYTICS ON SSD

Joo Hwan Lee Hui Zhang, Veronica Lagrange Moutinho dos Reis, Praveen
Krishnamoorthy, Xiaodong Zhao, Yang Seok Ki
18th USENIX Conference  Storage Technologies (FAST ’20)

HYBRID DATA RELIABILITY FOR EMERGING KEY-VALUE STORAGE DEVICES

Rekha Pitchumani Yang Seok Ki
International Symposium on Field-Programmable Custom Computing Machines

FANS: FPGA-ACCELERATED NEAR-STORAGE SORTING

Weikang Qiao Jihun Qh, Licheng Guo, Mau-Chung Chang, Jason Cong
«
1
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OPEN SOURCE CONTRIBUTIONS


Multi-stream
Multi-stream is a technology that allows SSDs to receive host hints(e.g., stream
IDs) for data lifetime and place a similar lifetime data(e.g., same stream ID)
to a set of erase blocks. This way SSDs are able to minimize garbage collection
overhead since the lifetime of data in one erase block would be similar and
whole data in one erase block would be valid or invalid during garbage
collection time. The multi-stream is already standardized in NVMe and T10 (SCSI)
standards groups. The multi-stream open source software package includes patches
of fio benchmark tool, nvme cli tool, sg3 utilities, Linux Kernel and Qemu to
support the multi-stream. It also includes examples that contain example C
programming codes demonstrating how Stream Directive is used in application
writes.
Github
KV SSD
KV SSD open source software package includes the host software that operates
with KV SSD. The package includes API library, emulator, kernel device driver
and performance evaluation suite called kvbench. With the package users can
evaluate multiple application(e.g., RocksDB, Aerospike, etc.) performance on
block device in addition to direct key-value stack performance on KV SSD.
Github
KVRocks
KV SSD open source software package includes the host software that operates
with KV SSD. The package includes API library, emulator, kernel device driver
and performance evaluation suite called kvbench. With the package users can
evaluate multiple application(e.g., RocksDB, Aerospike, etc.) performance on
block device in addition to direct key-value stack performance on KV SSD.
Github
KVCeph
KVCeph provides a new CEPH object store called KvsStore. It is integrated with
Samsung Key-Value SSDs, offloading the object management layer from CEPH to a
device. KvsStore reducing IO and compute overheads per device in a host system,
and thus improving performance and scalability; more number of SSDs can be used
in a single host system without performance degradation. This project also
demonstrates the use of Samsung Key-Value SSDs in implementing complex storage
operations such as transactions, and object filtering and listing.
Github
1U Mission Peak
The 1U Mission Peak server platform was contributed to OCP, and it was developed
with the latest technologies with up to 576TB of high-speed NF1 (NGSFF) form
factor NVMe SSDs. It offers more than 5X higher capacity and 3X more IOPS than
traditional flash storage solutions within the same footprint and ease of
implementing this total solution in data centers.
Github


FUNDED RESEARCH COLLABORATIONS



Every year we invite academia to submit research proposals in certain research
areas that are common with our charter to collaborate and grow community
together.




COLLABORATE WITH SAMSUNG ON YOUR NEXT RESEARCH PROJECT

We encourage doctoral students associated with funded research projects to join
us and explore future opportunities at Samsung while they engage in innovative
activities.
Apply


COMPUTATIONAL STORAGE/OFFLOAD/ACCELERATION





DISAGGREGATED/RACKSCALE/COMPOSABLE ARCHITECTURE





STORAGE FOR ML AND STREAMING





STORAGE VIRTUALIZATION/CONTAINER





MEMBERSHIPS




DO YOU HAVE A RESEARCH PROJECT YOU WOULD LIKE TO SUBMIT? APPLY HERE:


Apply


INDUSTRY STANDARDS LEADERSHIP

FUTURE TECHNOLOGIES INITIATIVE (FTI)


The OCP Future Technologies Initiative is a formal project within the Foundation
whose mission is to build a future-focused Community within OCP to serve as
forward-looking funnel for ideas and technologies three-to-five years into the
future.

There are 3 work streams: Software Defined Memory, Cloud Service Model and AI
HW-SW Design Collaboration. Samsung is committed to contribute and collaborate
with academia and industry to build community and grow together.

OCP Future Technologies Initiative – OpenCompute


Learn More

STORAGE NETWORKING INDUSTRY ASSOCIATION (SNIA)


SNIAs mission is to Lead the storage industry worldwide in developing and
promoting vendor-neutral architectures, standards, and educational services that
facilitate the efficient management, movement, and security of information.

Samsung is actively participating in the SNIA in many areas. One of the most
active areas currently in the SNIA is the area of Computational Storage where
the Computational Storage Architecture specification and the Computational
Storage API specification are being developed. Samsung has contributed the API
specification and is editor of both specifications. Samsung is involved in
defining Storage Management for Ethernet attached SSDs and Direct attached
NVMe-oF™ SSDs. Samsung has a leadership role ibn the SNIA Security Technical
Work Group (TWG) where security for all aspects of storage is discussed and the
Transport Layer Security (TLS) specification is developed with the latest
revision TLS Specification for Storage Systems v2.0 being published in February
2021.

Samsung is also involved in the various marketing activities of the SNIA and the
leadership of SNIA with a representative as an advisor to the SNIA Board of
Directors and co-chair of the SNIA Technical Council which determines the
technical direction of the SNIA.


Learn More

NON VOLATILE MEMORY EXPRESS (NVME)


NVM Express (NVMe™) is an open collection of standards and information to fully
expose the benefits of non-volatile memory in all types of computing
environments from mobile to data center.

NVMe defines:

• A register interface and command set for PCI Express(PCIe®) attached storage
as well as NVMe-oF™ attached storage
• A block storage command standard (NVM Command Set)
• A zoned storage command standard (ZNS Command Set)
• A key value storage command standard (KV Command Set), and
• A Management Interface

Samsung is a member of the NVMe Board of Directors and an active participant in
the NVMe standardization activities. Samsung has driven and participated in the
development of:

• The KV Command set, providing the basis for this standard,
• The ZNS Command Set, including enhancements for Zoned Random Write Area (ZRWA)
and other functionality,
• The NVM Command Set including driving multiple technical proposals for
enhancements and correctness,
• The Management Interface specification, and
• The refactored NVMe Base Specification.

Current activities in NVMe also include the development of Computational Storage
for NVMe. Samsung is a co-chair of the Task Group developing this work and is
actively contributing to this development.


Learn More

FUTURE TECHNOLOGIES INITIATIVE (FTI)


The OCP Future Technologies Initiative is a formal project within the Foundation
whose mission is to build a future-focused Community within OCP to serve as
forward-looking funnel for ideas and technologies three-to-five years into the
future.

There are 3 work streams: Software Defined Memory, Cloud Service Model and AI
HW-SW Design Collaboration. Samsung is committed to contribute and collaborate
with academia and industry to build community and grow together.

OCP Future Technologies Initiative – OpenCompute


Learn More

STORAGE NETWORKING INDUSTRY ASSOCIATION (SNIA)


SNIAs mission is to Lead the storage industry worldwide in developing and
promoting vendor-neutral architectures, standards, and educational services that
facilitate the efficient management, movement, and security of information.

Samsung is actively participating in the SNIA in many areas. One of the most
active areas currently in the SNIA is the area of Computational Storage where
the Computational Storage Architecture specification and the Computational
Storage API specification are being developed. Samsung has contributed the API
specification and is editor of both specifications. Samsung is involved in
defining Storage Management for Ethernet attached SSDs and Direct attached
NVMe-oF™ SSDs. Samsung has a leadership role ibn the SNIA Security Technical
Work Group (TWG) where security for all aspects of storage is discussed and the
Transport Layer Security (TLS) specification is developed with the latest
revision TLS Specification for Storage Systems v2.0 being published in February
2021.

Samsung is also involved in the various marketing activities of the SNIA and the
leadership of SNIA with a representative as an advisor to the SNIA Board of
Directors and co-chair of the SNIA Technical Council which determines the
technical direction of the SNIA.


Learn More




PATENTS



100+ Patents every year for the last last five years: 500 patents applied and
350 issued.




SAMSUNG MEMORY SOLUTIONS LAB




100+




PATENTS ISSUED EVERY YEAR


WHY JOIN US?



Samsung Semiconductor advances the world’s technologies with breakthroughs in
5G, AI, cloud, edge, IoT, and autonomous vehicle technologies. At Samsung
Semiconductor, we power the future.


Learn More
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R&D / ENGINEERING
@SAMSUNG SEMICONDUCTOR



R&D for global products happens every day in our Silicon Valley HQ.

Our Engineers, Research Scientists and Design Architects are developing
leading-edge technologies across consumer device and computing platform
technologies.



We demand the best of each other so that, together, we can design product
solutions that drive impact on a Global scale.

MSL focuses on memory and storage use cases for data center applications.





MAKE YOUR MOVE.



Find your passion and do your best work in an environment that encourages
individuality and fosters innovation.


Learn More
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COPYRIGHT © 1995-2021 SAMSUNG ALL RIGHTS RESERVED

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