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InAccel

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Apr 3

PPMLOps: Privacy-Preserving ML meets MLOps

The fields of machine learning and data science have made tremendous strides, with the increasing use of artificial intelligence (AI) in various applications. However, as the amount of data generated and collected continues to grow, concerns over data privacy have become a critical issue especially in cases where data needs…

Privacy

4 min read

PPMLOps: Privacy-Preserving ML meets MLOps
PPMLOps: Privacy-Preserving ML meets MLOps
Privacy

4 min read


Mar 28

Quickstart with FPGA Acceleration using InAccel

Field-Programmable Gate Arrays (FPGAs) are a type of programmable hardware that can be customized to execute specific tasks. Xilinx FPGAs, such as the Alveo and AWS f1 boards, offer high-performance computing capabilities and are commonly used in data center applications. Harnessing the full power of these devices, however, can be…

Inaccel

3 min read

Inaccel

3 min read


Jan 4

What is Homomorphic Encryption and why FPGAs are the ideal computing platform for HE

Homomorphic encryption is a type of encryption that allows computation to be performed directly on encrypted data, without the need to first decrypt it. …

Security

2 min read

Security

2 min read


Jul 12, 2022

How FPGAs can accelerate ZKP and reduce the TCO on cloud or on-prem

Zero Knowledge Proof allow you to prove that you possess some information but without revealing anything else whatsoever. It allows to authenticate yourself but at the same time respecting the privacy concerns. …

Fpga

3 min read

How FPGAs can accelerate ZKP and reduce the TCO on cloud or on-prem
How FPGAs can accelerate ZKP and reduce the TCO on cloud or on-prem
Fpga

3 min read


Jun 20, 2022

World’s first end-to-end integration of ZKP with FPGAs

Zero Knowledge Proof (ZKP) allows somebody who possesses some information to prove that they possess this information but without revealing anything else whatsoever. It’s an emerging technology with many applications in several application domains, in blockchain, finance, online voting, authentication, etc. Succinct ZKP is considered by many people, like Vitalik…

Blockchain

3 min read

World’s first end-to-end integration of ZKP with FPGAs
World’s first end-to-end integration of ZKP with FPGAs
Blockchain

3 min read


Jun 14, 2022

Can ZKP be the next killer application for FPGAs?

Zero Knowledge Proof (ZKP) allows somebody who possesses some information to prove that they possess this information but without revealing anything else whatsoever. It’s emerging technology with many applications in several spaces like FinTech, blockchains, smart contracts, etc. ZKP consists of 2 parts that need to be executed in computing…

Fpga

3 min read

Can ZKP be the next killer application for FPGAs?
Can ZKP be the next killer application for FPGAs?
Fpga

3 min read


May 10, 2022

How better FPGA resource utilization can save you time and money

Hardware accelerators, like GPUs and FPGAs, offer much higher computing power compared to typical processors. This is the reason that more and more cloud providers offer FPGAs and GPUs as computing resources. …

Fpga

2 min read

How better FPGA resource utilization can save you time and money
How better FPGA resource utilization can save you time and money
Fpga

2 min read


Apr 13, 2022

How FPGAs can be deployed in data centers efficiently

Software developers and ML engineers want to run their applications as fast as possible, but they also care a lot about the ease of programming and deployment. This is why they prefer Python, Java or C++ instead of C or other lower level programming languages. In other words, not only…

Kubernetes

3 min read

How FPGAs can be deployed in data centers efficiently
How FPGAs can be deployed in data centers efficiently
Kubernetes

3 min read


Apr 7, 2022

What is an Operator in K8s and why FPGAs need one in Data Centers

In Kubernetes, an operator is an application-specific controller that can help you package, deploy, and manage a Kubernetes application. Ordinarily, you run and manage Kubernetes applications via the Kubernetes application programming interface (API) and kubectl tooling. …

Fpga

3 min read

What is an Operator in K8s and why FPGAs need one in Data Centers
What is an Operator in K8s and why FPGAs need one in Data Centers
Fpga

3 min read


Feb 9, 2022

How Machine Learning can help reduce the road accidents

Motorcycle crashes account for a disproportionate number of motor vehicle deaths and injuries in the U.S and worldwide. Motorcycle helmet use can lead to an estimated 42% reduction in risk for fatal injuries and a 69% reduction in risk for head injuries. …

Machine Learning

2 min read

How Machine Learning can help reduce the road accidents
How Machine Learning can help reduce the road accidents
Machine Learning

2 min read

InAccel

InAccel

61 Followers

InAccel is a product for you to build, ship and run FPGA accelerated applications

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