News Feed Item

Top 6 Vendors in the Deep Learning System Market from 2016 to 2020: Technavio

Technavio has announced the top six leading vendors in their recent global deep learning system market report. This research report also lists 11 other prominent vendors that are expected to impact the market during the forecast period.

This Smart News Release features multimedia. View the full release here: http://www.businesswire.com/news/home/20161130005076/en/

Technavio publishes a new market research report on the global deep learning system market from 2016 ...

Technavio publishes a new market research report on the global deep learning system market from 2016-2020. (Graphic: Business Wire)

The global deep learning system market is expected to reach USD 1,325.3 million by 2020, growing at a CAGR of 38.73% during the forecast period. Deep learning has the potential to be very useful for real-life applications, due to which it has attracted a lot of attention. In most of the real-life applications, a large amount of information is gathered from social media, software service agreements, hardware, website cookies and app permissions. All this data cannot be used to train machine learning programs, and it is time-consuming and very expensive. Deep learning networks are helpful to get very valuable business information from this data as they excel at unsupervised learning.

Competitive vendor landscape

The global deep learning system market is highly fragmented with the presence of many large and small players. Technavio analysts expect market competition to intensify as different vendors foray into this market. The multiplicity of vendors with differentiated products has raised the competition, and vendors continue to innovate in a bid to establish themselves in the market. In addition, product selection has become more convoluted with the availability of advanced technologies.

The growth of players in the market depends on their capabilities to combine technology with business expertise, data management expertise, and technology maturation. The shortage of skilled workforce will be a challenge for market vendors. Intense competition, rapid changes in the technology, and industry barriers constitute significant risks to vendors,” says Ishmeet Kaur, a lead enterprise application analyst from Technavio.

To grow, vendors should provide value-added services such as consultancy, integration of solutions, support and maintenance, and end-user training to address available opportunities and risks.

Request a sample report: http://www.technavio.com/request-a-sample?report=54609

Technavio’s sample reports are free of charge and contain multiple sections of the report including the market size and forecast, drivers, challenges, trends, and more.

Top six deep learning system market vendors


In November 2015, Alphabet's Google announced that it is opening its TensorFlow deep learning framework under the open-source Apache 2.0 license for others to use. TensorFlow is a deep learning framework developed by Google's Machine Intelligence Research Organization. It is used for numerical computation with the help of data flow graphs. It consists of Python APIs and uses data flow graphs for performing numerical computations. The nodes in the graph represent mathematical operations and the edges signify multidimensional data array. TensorFlow has a fast-growing community of users and contributors, which makes it an important deep learning framework.


BVLC provides an environment that facilitates opportunities for technology transfers and additional sponsored approach to researchers and implementers. BVLC and community contributors developed deep learning platform named Caffe under BSD 2-Clause license. Caffe is developed using C++ programming language with expression, speed, and modularity in mind. It has various features such as expressive architecture, extensible code, and fast speed.


Facebook provides a deep learning framework Torch, which helps users train large-scale convolutional neural networks for applications such as image recognition, AI, and neural network applications. Torch is a systematic computing framework that offers wide support for machine learning algorithms. It is built using Lua that runs on Lua (JIT) compiler. The Tensor libraries that come with it have very efficient CUDA backend, and neural networks libraries can be used to build random acyclic computation graphs with automatic differentiation functionalities.

LISA lab

LISA lab at the University of Montreal developed deep learning framework named Theano. Theano is a software package or math expression compiler that efficiently defines, evaluates, and optimizes mathematical expressions involving multi-dimensional arrays. It allows the user to write code and compile it on different architectures such as CPU and GPU. It is not only used for machine learning applications, which are CPU-intensive but also used for large neural network or deep learning.


The Computational Network Toolkit (CNTK) is an open-source unified deep-learning toolkit from Microsoft Research. This is used to speed up developments in AI and makes it easy to combine and train popular deep learning model types across multiple GPUs and servers. CNTK is used in many applications such as speech recognition, machine translation, image captioning, image recognition, language modeling, language understanding, and text processing and relevance.

Nervana Systems

On August 9, 2016, Intel announced that it is acquiring Nervana Systems, a deep learning start-up, to strengthen the role of AI solutions within the company. Nervana developed a Python-based deep learning framework named Neon. It has recently been open-sourced under an open-source Apache 2.0 License. Neon has customized CPU and GPU backends, branded as NervanaCPU and NervanaGPU backends, respectively.

Browse Related Reports:

Do you need a report on a market in a specific geographical cluster or country but can’t find what you’re looking for? Don’t worry, Technavio also takes client requests. Please contact [email protected] with your requirements and our analysts will be happy to create a customized report just for you.

About Technavio

Technavio is a leading global technology research and advisory company. The company develops over 2000 pieces of research every year, covering more than 500 technologies across 80 countries. Technavio has about 300 analysts globally who specialize in customized consulting and business research assignments across the latest leading edge technologies.

Technavio analysts employ primary as well as secondary research techniques to ascertain the size and vendor landscape in a range of markets. Analysts obtain information using a combination of bottom-up and top-down approaches, besides using in-house market modeling tools and proprietary databases. They corroborate this data with the data obtained from various market participants and stakeholders across the value chain, including vendors, service providers, distributors, re-sellers, and end-users.

If you are interested in more information, please contact our media team at [email protected].

More Stories By Business Wire

Copyright © 2009 Business Wire. All rights reserved. Republication or redistribution of Business Wire content is expressly prohibited without the prior written consent of Business Wire. Business Wire shall not be liable for any errors or delays in the content, or for any actions taken in reliance thereon.

Latest Stories
In 2014, Amazon announced a new form of compute called Lambda. We didn't know it at the time, but this represented a fundamental shift in what we expect from cloud computing. Now, all of the major cloud computing vendors want to take part in this disruptive technology. In his session at 20th Cloud Expo, Doug Vanderweide, an instructor at Linux Academy, discussed why major players like AWS, Microsoft Azure, IBM Bluemix, and Google Cloud Platform are all trying to sidestep VMs and containers wit...
The Internet giants are fully embracing AI. All the services they offer to their customers are aimed at drawing a map of the world with the data they get. The AIs from these companies are used to build disruptive approaches that cannot be used by established enterprises, which are threatened by these disruptions. However, most leaders underestimate the effect this will have on their businesses. In his session at 21st Cloud Expo, Rene Buest, Director Market Research & Technology Evangelism at Ara...
"We are a monitoring company. We work with Salesforce, BBC, and quite a few other big logos. We basically provide monitoring for them, structure for their cloud services and we fit into the DevOps world" explained David Gildeh, Co-founder and CEO of Outlyer, in this SYS-CON.tv interview at DevOps Summit at 20th Cloud Expo, held June 6-8, 2017, at the Javits Center in New York City, NY.
When growing capacity and power in the data center, the architectural trade-offs between server scale-up vs. scale-out continue to be debated. Both approaches are valid: scale-out adds multiple, smaller servers running in a distributed computing model, while scale-up adds fewer, more powerful servers that are capable of running larger workloads. It’s worth noting that there are additional, unique advantages that scale-up architectures offer. One big advantage is large memory and compute capacity...
SYS-CON Events announced today that IBM has been named “Diamond Sponsor” of SYS-CON's 21st Cloud Expo, which will take place on October 31 through November 2nd 2017 at the Santa Clara Convention Center in Santa Clara, California.
A look across the tech landscape at the disruptive technologies that are increasing in prominence and speculate as to which will be most impactful for communications – namely, AI and Cloud Computing. In his session at 20th Cloud Expo, Curtis Peterson, VP of Operations at RingCentral, highlighted the current challenges of these transformative technologies and shared strategies for preparing your organization for these changes. This “view from the top” outlined the latest trends and developments i...
"Loom is applying artificial intelligence and machine learning into the entire log analysis process, from start to finish and at the end you will get a human touch,” explained Sabo Taylor Diab, Vice President, Marketing at Loom Systems, in this SYS-CON.tv interview at 20th Cloud Expo, held June 6-8, 2017, at the Javits Center in New York City, NY.
In his session at @ThingsExpo, Eric Lachapelle, CEO of the Professional Evaluation and Certification Board (PECB), provided an overview of various initiatives to certify the security of connected devices and future trends in ensuring public trust of IoT. Eric Lachapelle is the Chief Executive Officer of the Professional Evaluation and Certification Board (PECB), an international certification body. His role is to help companies and individuals to achieve professional, accredited and worldwide re...
With major technology companies and startups seriously embracing Cloud strategies, now is the perfect time to attend 21st Cloud Expo October 31 - November 2, 2017, at the Santa Clara Convention Center, CA, and June 12-14, 2018, at the Javits Center in New York City, NY, and learn what is going on, contribute to the discussions, and ensure that your enterprise is on the right path to Digital Transformation.
Automation is enabling enterprises to design, deploy, and manage more complex, hybrid cloud environments. Yet the people who manage these environments must be trained in and understanding these environments better than ever before. A new era of analytics and cognitive computing is adding intelligence, but also more complexity, to these cloud environments. How smart is your cloud? How smart should it be? In this power panel at 20th Cloud Expo, moderated by Conference Chair Roger Strukhoff, pane...
@DevOpsSummit at Cloud Expo taking place Oct 31 - Nov 2, 2017, at the Santa Clara Convention Center, Santa Clara, CA, is co-located with the 21st International Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry players in the world. The widespread success of cloud computing is driving the DevOps revolution in enterprise IT. Now as never before, development teams must communicate and collaborate in a dynamic, 24/7/365 environment. There is ...
New competitors, disruptive technologies, and growing expectations are pushing every business to both adopt and deliver new digital services. This ‘Digital Transformation’ demands rapid delivery and continuous iteration of new competitive services via multiple channels, which in turn demands new service delivery techniques – including DevOps. In this power panel at @DevOpsSummit 20th Cloud Expo, moderated by DevOps Conference Co-Chair Andi Mann, panelists examined how DevOps helps to meet the de...
No hype cycles or predictions of zillions of things here. IoT is big. You get it. You know your business and have great ideas for a business transformation strategy. What comes next? Time to make it happen. In his session at @ThingsExpo, Jay Mason, Associate Partner at M&S Consulting, presented a step-by-step plan to develop your technology implementation strategy. He discussed the evaluation of communication standards and IoT messaging protocols, data analytics considerations, edge-to-cloud tec...
What's the role of an IT self-service portal when you get to continuous delivery and Infrastructure as Code? This general session showed how to create the continuous delivery culture and eight accelerators for leading the change. Don Demcsak is a DevOps and Cloud Native Modernization Principal for Dell EMC based out of New Jersey. He is a former, long time, Microsoft Most Valuable Professional, specializing in building and architecting Application Delivery Pipelines for hybrid legacy, and cloud ...
Amazon started as an online bookseller 20 years ago. Since then, it has evolved into a technology juggernaut that has disrupted multiple markets and industries and touches many aspects of our lives. It is a relentless technology and business model innovator driving disruption throughout numerous ecosystems. Amazon’s AWS revenues alone are approaching $16B a year making it one of the largest IT companies in the world. With dominant offerings in Cloud, IoT, eCommerce, Big Data, AI, Digital Assista...