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The future of FPGA acceleration in datacenters and the cloud
In this article, we survey existing academic and commercial efforts to provide Field-
Programmable Gate Array (FPGA) acceleration in datacenters and the cloud. The goal is a …
Programmable Gate Array (FPGA) acceleration in datacenters and the cloud. The goal is a …
Do {OS} abstractions make sense on {FPGAs}?
Hybrid computing systems, consisting of a CPU server coupled with a Field-Programmable
Gate Array (FPGA) for application acceleration, are today a common facility in datacenters …
Gate Array (FPGA) for application acceleration, are today a common facility in datacenters …
Enzian: an open, general, CPU/FPGA platform for systems software research
Hybrid computing platforms, comprising CPU cores and FPGA logic, are increasingly used
for accelerating data-intensive workloads in cloud deployments, and are a growing topic of …
for accelerating data-intensive workloads in cloud deployments, and are a growing topic of …
Farview: Disaggregated memory with operator off-loading for database engines
Cloud deployments disaggregate storage from compute, providing more flexibility to both the
storage and compute layers. In this paper, we explore disaggregation by taking it one step …
storage and compute layers. In this paper, we explore disaggregation by taking it one step …
Non-relational databases on FPGAs: Survey, design decisions, challenges
Non-relational database systems (NRDS) such as graph and key-value have gained
attention in various trending business and analytical application domains. However, while …
attention in various trending business and analytical application domains. However, while …
Near-data processing in database systems on native computational storage under htap workloads
T Vinçon, C Knödler… - … of the VLDB …, 2022 - publikationen.reutlingen-university …
Today's Hybrid Transactional and Analytical Processing (HTAP) systems, tackle the ever-
growing data in combination with a mixture of transactional and analytical workloads. While …
growing data in combination with a mixture of transactional and analytical workloads. While …
Survey and future trends for FPGA cloud architectures
In the last five years, FPGA presence in the cloud has gone from near zero (except for
deeply embedded devices) to a large fraction of all high-end FPGAs sold. This is because …
deeply embedded devices) to a large fraction of all high-end FPGAs sold. This is because …
Improving in-memory database operations with acceleration DIMM (AxDIMM)
The significant overhead needed to transfer the data between CPUs and memory devices is
one of the hottest issues in many areas of computing, such as database management …
one of the hottest issues in many areas of computing, such as database management …
Relational memory: Native in-memory accesses on rows and columns
Analytical database systems are typically designed to use a column-first data layout to
access only the desired fields. On the other hand, storing data row-first works great for …
access only the desired fields. On the other hand, storing data row-first works great for …
Relational Fabric: Transparent Data Transformation
A key design decision for data systems is whether they follow the row-store or the column-
store paradigm. The former supports transactional workloads, while the latter is better for …
store paradigm. The former supports transactional workloads, while the latter is better for …