Building an Application|specific Memory Hierarchy on FPGA

Constructing Application-specific Memory Hierarchies on FPGAs

On an FPGA the designer has to construct the memory hierarchy using the available memory blocks. This offers the freedom to build an application-specific memory ...

Constructing Application-Specific Memory Hierarchies on FPGAs

The high performance potential of an FPGA is not fully exploited if a design suffers a memory bottleneck. Therefore, a memory hierarchy is needed to reuse ...

Building an Application-specific Memory Hierarchy on FPGAs - UGent

Therefore, a memory hierarchy is needed to reuse data in on-chip memories and minimize the number of accesses to off-chip memory. Buffer memories not only hide ...

(PDF) Constructing Application-Specific Memory Hierarchies on ...

Constructing Application-specific Memory Hierarchies on FPGAs Harald Devos1 , Jan Van Campenhout1 , Ingrid Verbauwhede2 , and Dirk Stroobandt1 1 Parallel ...

How to use FPGA memory in a CPU design? - Reddit

Yes you can use block RAM. Take a look at the Vivado documentation for inferring RAM (UG901) and the specific features of your Spartan 7's block ...

Constructing application-specific memory hierarchies on FPGAs

Constructing application-specific memory hierarchies on FPGAs. Author: Devos, H. Van Campenhout, J ; Verbauwhede, I ; Stroobandt, D ...

Building an Application-specific Memory Hierarchy on FPGA

The high potential performance of FPGAs cannot be exploited if a design suffers a memory bottleneck. Therefore, a memory hierarchy is needed to ...

Addressing the Greatest Memory and Compute Challenges with ...

Smoothly moving data into and out of this memory hierarchy and throughout the FPGA is critical to meeting aggressive, system-level performance ...

Custom-Sized Caches in Application-Specific Memory Hierarchies

Abstract—Developing FPGA implementations with an input specification in a high-level programming language such as C/C++ or OpenCL allows for a substantially ...

Scavenger: Automating the construction of application-optimized ...

In this work, we perform an initial exploration of methods for automating the construction of these application-specific memory hierarchies. Although ...

Demystifying Memory Access Patterns of FPGA-Based Graph ... - arXiv

The memory hierarchy of FPGAs is split up into on-chip and off-chip ... sequentially write into a partition-specific update queue.

Scavenger: Automating the Construction of Application-Optimized ...

memory system on a specific conventional processor is fixed, cache algorithms or the memory hierarchies on FPGAs can be tailored for different applications ...

Memory Hierarchy - 2024.1 English

For data-intensive applications that demand high-bandwidth memory, the best approach is to construct an application-specific memory hierarchy, ...

Automatic application-specific optimizations under FPGA memory ...

In this thesis, we leverage the freedom of abstraction to build program-optimized memory hierarchies on behalf of the user, making FPGA programming easier and ...

Leap scratchpads: automatic memory and cache management for ...

Building an FPGA-side memory hierarchy is treated as an application-specific problem. Even methods for mapping memory management as basic as malloc and free to.

An FPGA Memory Hierarchy for High-level Synthesized OpenCL ...

Constructing Application-Specific Memory Hierarchies on FPGAs. Article. Full-text available. Jan 2011. Harald Devos · Jan Van Campenhout · Ingrid ...

Memory optimization in FPGA-accelerated scientific codes based on ...

A methodology to reduce the required memory bandwidth is presented and evaluated, based on the combined application of data sorting, coding and compression ...

Reconfigurable Virtual Memory for FPGA-Driven I/O - NSF PAR

Developers use FPGAs to create datapaths specific to their application, maximizing the utilization of functional units, on-chip cache, and off-chip memory. This ...

A Domain-Specific Architecture for Accelerating Sparse Matrix ...

Abstract: FPGAs allow custom memory hierarchy and flexible data movement with highly fine-grained control. These capabilities are critical for building high ...

H.264 memory hierarchies explored. (a) Stores all interpolation data ...

In this work, we perform an initial exploration of methods for automating the construction of these application- specific memory hierarchies. Although ...