Latest Trends in FPGA
Latest Trends in FPGA
The FPGA industry is expected to grow at a steady rate in the next years due to the increasing number of military and aerospace applications, like image processing, waveform generation, and secure communication, adopt FPGAs.
The increasing demand for FPGAs in various applications is expected to boost the market's growth. This is due to the increasing adoption of security protocols and deep packet inspection (DPI). According to the report, the FPGA market was valued at approximately USD 9 billion in 2018 and it is estimated to develop at a Compound Annual Growth Rate (CAGR) of 9.7% from 2020 to 2027.
The increasing need for higher bandwidth has raised the bar for embedded FPGA architecture. Due to their low cost and high performance, they are commonly used in data processing and streaming applications as they are low power consumable. FPGA-based accelerators are becoming more prevalent in modern high-performance computing platforms.
FPGAs are typically built to perform specific design tasks. Although they can be reprogrammed as needed, they are typically not as fast as ASICs.According to a report by Xilinx, the total logic market is worth about $57 billion with ASICs accounting for $14.0 billion, FPGAs for $2.8 billion, other PLDs for $0.5 billion, and other general-purpose logic accounting for $8.5 billion. It is divided into three categories: ASICs, FPGAs, and general-purpose logic. Various technologies such as EEPROM, anti-fuse, SRAM, and Flash are included in the classifications of these Data processing, consumer electronics, manufacturing, military & aerospace, automobile, wireless, and others.
FPGAs are becoming more prevalent in cloud computing. As a result, many service providers are adopting field-programmable gate arrays to improve network encryption, web surfing, and video processing. Due to the limited processing power and memory size of many devices, the developers are creating solutions that support all the necessary features through predefined interfaces and frameworks. This strategy increases the reach and effectiveness of the company. Designed FPGA-boosted analytics on the developed FPGA instances to boost the elastic search feature of these FPGAs will allow for multiple datasets to be analyzed. The hardware features of these FPGAs are very robust and will allow for better performance and efficiency.
Due to the rigid nature of ASIC, many companies like Microsoft and Facebook have started looking for few ways to improve their designs without resorting to traditional hardware design. One of these is by using FPGA allowed hardware designers for reconfigurable ASIC design that can be reprogrammed in 20ms.
Microsoft Project Brainwave is powered by Intel Stratix 10 FPGA. It accelerates inference in services like Bing. Other Intel FPGA lines are also offered.AI chips require more complex connectivity and better performance to avoid getting fat. In some context, this is not fat.AI Tensor Blocks are optimized for low-precision multipliers and large-scale vector multiplication. They can be easily programmed to support various types of operations such as block FP16 or block INT4.
One key restraint, the embedded field-Programmable gate array market will face is high power consumption. This issue will limit the growth rate of the market due to the lack of uniform industry authentication methods. Heterogeneous data processing platforms will provide the necessary processing power and system complexity to meet the demands of the embedded market.
The demand for new FPGA programming tools is increasing at a fast pace. As programmable devices grow in size, complexity, and contain one or more processors, tools to take advantage of these capabilities and optimize designs are in high demand. Modern FPGAs are equipped with features that are more advanced than their predecessors. These include high-speed connectivity and security features. Logic Fruit Technologies designs and develops FPGAs for a wide range of applications. These include defense, aerospace, and communications.FPGAs are ideal for various industrial applications, as they have plenty of features like faster performance available onboard makes them a better choice to include them in an increasing number of applications in the upcoming years.
References:
https://www.iosrjournals.org/iosr-jeee/Papers/Vol12%20Issue%203/Version-2/I1203027177.pdf
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