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Is Machine Learning Model Management The Next Big Thing In 2020? – Analytics India Magazine

ML and its services are only going to extend their influence and push the boundaries to new realms of the technology revolution. However, deploying ML comes with great responsibility. Though efforts are being made to shed its black box reputation, it is crucial to establish trust in both in-house teams and stakeholders for a fairer deployment. Companies have started to take machine learning model management more seriously now. Recently, a machine learning company Comet.ml, based out of Seattle and founded in 2017, announced that they are making a $4.5 million investment to bring state-of-the-art meta-learning capabilities to the market.

The tools developed by Comet.ml enable data scientists to track, compare, monitor, and optimise model development. Their announcement of an additional $4.5 million investment from existing investors Trilogy Equity Partners and Two Sigma Ventures is aimed at boosting their plans to domesticate the use of machine learning model management techniques to more customers.

Since their product launch in 2018, Comet.ml has partnered with top companies like Google, General Electric, Boeing and Uber. This elite list of customers use comet.al services, which have enterprise-level toolkits, and are used to train models across multiple industries spanning autonomous vehicles, financial services, technology, bioinformatics, satellite imagery, fundamental physics research, and more.

Talking about this new announcement, one of the investors, Yuval Neeman of Trilogy Equity Partners, reminded that the professionals from the best companies in the world choose Comet and that the company is well-positioned to become the de-facto Machine Learning development platform.

This platform, says Neeman, allows customers to build ML models that bring significant business value.

According to a report presented by researchers at Google, there are several ML-specific risk factors to account for in system design, such as:

Debugging all these issues require round the clock monitoring of the models pipeline. For a company that implements ML solutions, it is challenging to manage in-house model mishaps.

If we take the example of Comet again, its platform provides a central place for the team to track their ML experiments and models, so that they can compare and share experiments, debug and take decisive actions on underperforming models with great ease.

Predictive early stopping is a meta-learning functionality not seen in any other experimentation platforms, and this can be achieved only by building on top of millions of public models. And this is where Comets enterprise products come in handy. The freedom of experimentation that these meta learning-based platforms offer is what any organisation would look up to. Almost all ML-based companies would love to have such tools in their arsenal.

Talking about saving the resources, Comet.ml in their press release, had stated that their platform led to the improvement of model training time by 30% irrespective of the underlying infrastructure, and stopped underperforming models automatically, which reduces cost and carbon footprint by 30%.

Irrespective of the underlying infrastructure, it stops underperforming models automatically, which reduces cost and carbon footprint by 30%.

The enterprise offering also includes Comets flagship visualisation engine, which allows users to visualise, explain, and debug model performance and predictions, and a state-of-the-art parameter optimisation engine.

When building any machine learning pipeline, data preparation requires operations like scraping, sampling, joining, and plenty of other approaches. These operations usually accumulate haphazardly and result in what the software engineers would like to call a pipeline jungle.

Now, add in the challenge of forgotten experimental code in the code archives. Things only get worse. The presence of such stale code can malfunction, and an algorithm that runs this malfunctioning code can crash stock markets and self-driving cars. The risks are just too high.

So far, we have seen the use of ML for data-driven solutions. Now the market is ripe for solutions that help those who have already deployed machine learning. It is only a matter of time before we see more companies setting up their meta-learning shops or partner with third-party vendors.

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Apple is on a hiring freeze … except for its Hardware, Machine Learning and AI teams – Thinknum Media

Word in the tech community is that Apple ($NASDAQ:AAPL) employees are begnning to report hiring freezes for certain groups within the company. But other reports are that hiring is continuing at the Cupertino tech giant. In fact, we've reported on the former.

It turns out that both reports are correct. For some divisions, like Marketing and Corporate Functions, openings have been reduced. But for others, like Hardware and Machine Learning, openings and subsequent hiring appear to be as brisk as ever.

To be clear, overall, job listings at Apple have been cut back.

As recently as mid-March, Apple job listings were nearing the 6,000 mark, which would have been the company's most prolific hiring spree in history. But in late March, it became clear that no one would be going into the office any time soon, and openings quickly began disappearing from Apple's recruitment site. As of this week, openings at Apple are down to 5,240, signaling a decrease in hiring of about 13%.

But not all divisions are stalling their job listings. NeitherApple's "Hardware" or"Machine Learning and AI" groups show a decline in job listings of note.

Hardware openings are flat at worst. Today's 1,570 openings isn't significantly different than a high of 1,600 in March.

Apple's "Machine Learning and AI" group remains as healthy as ever when it comes to new listings being posted to the company's careers sites. As of this week, the team has 334 openings. Last month, that number was 300, an 11% increase in hiring activity.

However, other groups at Apple have seen significant decreases in job listings, including "Software and Services", "Marketing", and "Corporate Functions".

Apple's "Software and Services" team saw a siginificant drop in openings, particularly on April 10, when around 110 openings were cut from the company's recruiting website overnight. Since mid-March, openings on the team have fallen by about 12%.

Between April 14 and April 23, the number of listings for Apple's "Marketing" team dropped by 84. In late March, Apple was seeking 311 people for its Marketing team. Since then, openings have fallen by 36% for the team.

"Corporate Functions" jobs at Apple, which include everything from HR to Finance and Legal, have also seen a steep decline in recent weeks. In late March, Apple listed more than 300 openings for the team. As of this week, it has just around 200 openings, a roughly 1/3 hiring freeze.

So is Apple in the middle of a hiring freeze? Some parts of the company appear frozen. Others appear as hot as ever. Given the in-person nature of Marketing and Corporate Functions jobs, it's not surprising that the company would tap the breaks on interviewing for such positions. On the other hand, engineers working on hardware and machine learning can be remote interviewed and onboarded with equipment delivery.

So, yes, and yes. Apple is, and is not, in the middle of a hiring freeze.

Thinknum tracks companies using the information they post online - jobs, social and web traffic, product sales and app ratings - andcreates data sets that measure factors like hiring, revenue and foot traffic. Data sets may not be fully comprehensive (they only account for what is available on the web), but they can be used to gauge performance factors like staffing and sales.

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Global Machine Learning as a Service Market Industry Raesearch Report, Growth Trends and Competitive Analysis 2020-2026 – Cole of Duty

The research report on Machine Learning as a Service Market provides comprehensive analysis on market status and development pattern, including types, applications, rising technology and region. Machine Learning as a Service Market report covers the present and past market scenarios, market development patterns, and is likely to proceed with a continuing development over the forecast period. The report covers all information on the global and regional markets including historic and future trends for market demand, size, trading, supply, competitors, and prices as well as global predominant vendors information.

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This market research report on the Machine Learning as a Service Market is an all-inclusive study of the business sectors up-to-date outlines, industry enhancement drivers, and manacles. It provides market projections for the coming years. It contains an analysis of late augmentations in innovation, Porters five force model analysis and progressive profiles of hand-picked industry competitors. The report additionally formulates a survey of minor and full-scale factors charging for the new applicants in the market and the ones as of now in the market along with a systematic value chain exploration.

An outline of the manufacturers active within the Machine Learning as a Service Market, consisting of

GoogleIBM CorporationMicrosoft CorporationAmazon Web ServicesBigMLFICOYottamine AnalyticsErsatz LabsPredictron LabsH2O.aiAT&TSift Science

The Machine Learning as a Service Market Segmentation by Type:

Software ToolsCloud and Web-based Application Programming Interface (APIs)Other

The Machine Learning as a Service Market Segmentation by Application:

ManufacturingRetailHealthcare & Life SciencesTelecomBFSIOther (Energy & Utilities, Education, Government)

Market Segment by Regions, regional analysis covers

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The competitive landscape of the Machine Learning as a Service Market is discussed in the report, including the market share and new orders market share by company. The report profiles some of the leading players in the global market for the purpose of an in-depth study of the challenges faced by the industry as well as the growth opportunities in the market. The report also discusses the strategies implemented by the key companies to maintain their hold on the industry. The business overview and financial overview of each of the companies have been analyzed.

This report provide wide-ranging analysis of the impact of these advancements on the markets future growth, wide-ranging analysis of these extensions on the markets future growth. The research report studies the market in a detailed manner by explaining the key facets of the market that are foreseeable to have a countable stimulus on its developing extrapolations over the forecast period.

Key questions answered in this research report:

Table of Contents:

Global Machine Learning as a Service Market Research Report

Chapter 1 Machine Learning as a Service Market Overview

Chapter 2 Global Economic Impact on Industry

Chapter 3 Global Market Competition by Manufacturers

Chapter 4 Global Production, Revenue (Value) by Region

Chapter 5 Global Supply (Production), Consumption, Export, Import by Regions

Chapter 6 Global Production, Revenue (Value), Price Trend by Type

Chapter 7 Global Market Analysis by Application

Chapter 8 Manufacturing Cost Analysis

.CONTINUED FOR TOC

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COVID-19 Impact on Cloud Computing Market – Exclusive Report by MarketsandMarkets – PRNewswire

CHICAGO, April 27, 2020 /PRNewswire/ -- Post COVID-19, the report "COVID-19 Impact on Cloud Computing Market by Service Type (Infrastructure as a Service (IaaS), Platform as a Service (PaaS) and Software as a Service (SaaS)), Vertical and Region - Global Forecast to 2021",size is expected to grow from USD 233 billion in 2019 to USD 295 billion by 2021, at a Compound Annual Growth Rate (CAGR) of 12.5% during the forecast period. Over the years, organizations have enhanced the level of innovation; and with the outbreak of COVID-19, a majority of operations have been compromised. This has forced organizations to function in a non-optimized manner, as a result of which they are looking for innovative areas that can improve their revenue by a small percentage.

Browsein-depth TOC on"COVID-19 Impact on Cloud Computing Market"09 Tables24 Figures63 Pages

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IT and ITES to witness growth during the forecast period within the global cloud market

Coronavirus has pushed a majority of the IT enterprises to adopt the work from home model. IT and ITES enterprises have enabled mobile workforce, adopting enterprise mobility tools & services. Thus, there is an increased demand for cloud communication and collaboration services across the globe.

Digital productivity and collaboration tool providers such as Microsoft and Zoom are witnessing massive upticks in usage across China, Italy, and the US because of coronavirus. Therefore, there will be continuous growth in the demand for cloud infrastructure services and spending on specialized software, communications equipment, and telecom services. This spending will be focused on remotely working employees and educators, as firms are encouraging employees to work from home, and schools are moving to online courses.

Cloud is helping to tackle disaster recovery situations using distributed cloud IT systems. Owing to the lack of on-site IT personnel amidst the lockdown, enterprises are leveraging cloud capabilities to check, maintain, and monitor their server and storage installations in data centers. Businesses are using the cloud effectively to create resilient and disaster-averse systems anywhere across the globe to cater to a remote workforce and protect data and business application integrity as well. IT enterprises are highly adopting managed data center services to enhance security, avoid network downtime, and achieve operational efficiency. Leading players such as DataBank, along with the help of managed service teams, has started preparing a COVID-19 response plan to assess the continuity of operations. Thus, the increasingly mobile workforce due to lockdowns, and growing need for disaster recovery and security to avoid high network downtime costs have fueled the demand for cloud managed services across the vertical globally.

The energy & utilities vertical is expected to see less growth during the forecast period in the global cloud market

The energy & utilities vertical is in the phase of digital transformation. According to a study, this vertical is expecting all its players to go digital entirely within the next two or three years. The rising need for IT service management and advanced infrastructure is driving this transformation in the energy and utilities vertical.

However, due to the COVID-19 pandemic, countries are locking down to contain the spread of the virus. This has led to a significantly declining usage of energy resources such as oil and gas. Thus, the usage of cloud services for IT service management has also diminished substantially. Additionally, due to disrupted supply chains, production is halted, and therefore, the need for technologies such as smart metering is reducing day-by-day. This has reduced the overall usage of cloud services across the vertical.

Europe to witness the higher impact of COVID-19 during the forecast period within the global cloud market

Post the COVID-19 pandemic, businesses & organizations in Europe are facing significant pressure on revenue and cash flows, which is adversely impacting enterprise IT spend. However, there is a significant positive impact on the cloud market in the region. Amidst the COVID-19 pandemic, due to lockdowns, a majority of the employees are working remotely. Thus, there is an increase in the demand for private cloud networks to improve the internet connectivity and security of vital data. As many employees are transitioning to remote working, there is a sudden surge in demand for collaboration solutions. Additionally, the demand for online shopping and video streaming is gaining traction due to lockdown initiatives in all major economies of Europe. This is driving the spending on cloud, as retailers, broadcasters, and government gateways are scaling up their eCommerce and front-end platforms to deal with the increasing demand.

Enterprise software spending is expected to show weaker growth. IT consulting and professional services market will be impacted adversely due to travel restrictions and project delays. These trends would increase the demand for public cloud services, especially SaaS-based industry-specific applications, including collaboration and other productivity and business continuity tools. The social shift towards online platforms - VOD, social media platform, and cloud gaming - would induce spend on cloud infrastructure and automation/management software.

The major cloud market vendors includes AWS (US), Microsoft (US), Google (US), Alibaba (China), SAP (Germany), IBM (US), Oracle (US), VMware (US), Rackspace (US), Salesforce (US), Adobe (US), Verizon (US), CenturyLink (US), Fujitsu (Japan), NTT Communications (Japan), Cisco (US), Dell (US), Equinix (US), HPE (US), Inspur (China), Cyrusone (US), Digital Relty (US), Lenovo (Hong Kong), Tencent (China), SAP (US), Cloudbees (US), Servicenow (US), Mendix (US), Engine Yard (US), ADP (US), Workday (US), Ringcentral (US), Mitel (Canada), 8x8 (US), Slack (US), Zoom (US), Docusign (US), Citrix (US), Okta (US), Nextiva (US), Intermedia (US), CrowdStrike (US), Carbonite (US), Cyberark (US), Infosys (India), Accenture (Ireland), Capgemini (France), TCS (India), AT&T (US), T-Mobile (US), and Vodafone (United Kingdom).

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Leveraging the cloud to expand access for remote workers: A guide – Cloud Tech

As organisations work to enable remote workers and remote students to meet the sudden demands of the current crisis, their goal is to quickly enable remote services in a way that does not introduce additional security challenges or incur unjustified operational overhead. However, implementing such protocols especially when blending networking and security into a single solution can be a complicated process in the best of times, let alone when they need to happen in a short time frame.

However, because of digital transformation, remote access is about a lot more than just providing remote workers with a secure connection back to the office. Many critical business applications and other essential resources are now hosted in the cloud, or even across multiple clouds. And rather than backhauling those applications through the core network, organisations need to consider how to provide a secure connection to those applications directly from a teleworkers desktop or laptop. Direct connectivity will not only reduce the load on the network, but also improve overall user experience, especially for high-bandwidth or latency-sensitive applications.

It is also critical for remote access to include advanced security. As a result, organisations need a remote access solution that offers consistent security posture across multiple locations combined with high performance and flexibility to scale to todays heightened demand.

Deploying large-scale VPN solutions for remote users requires enabling access, along with segmenting users and devices based on role, device type, or security profile. It also requires implementing role-based access control (RBAC) in order to maintain principles of least privilege and need to know. Effectively, limiting those users and devices only to the content and resources they require. IT teams also need to identify users that require special access to resources.

As part of that process, it is critical that IT teams often assign different users to different role, an example could be to identify which employees are power users such as system administrators, IT support technicians, and emergency personnel who require a higher level of access to corporate resources and the ability to operate in multiple, parallel IT environments.

These users include administrators with privileged system access, executives and their support staff, the human resources and financial teams, and even key partners aligned to the continuity plan.

These requirements can be addressed using things like SSO, Identity Federation and general integration with Authentication, Authorisation, and Accounting (AAA) systems. It is important to maintain continuous monitoring and automated response for quick resolution should any policies be broken. But because access can span multiple network environments, organisations also need to provide consistent access controls so enforcement is consistent, scalable, and adaptive whether resources being accessed are in the cloud or on premise.

Business performance and user experience depend on direct access to content and applications from any location at any time. In cloud environments, security solutions need to be able to secure high volumes of IPSec VPN traffic and potentially tens of thousands of simultaneous SSL-VPN sessions. This flexibility and scalability ensures that organisations can meet their remote access needs without the need to redesign networks or security policies.

Because more remote access users will need to access more applications, whether hosted on-site or delivered in the cloud, security solutions will need to support the termination of more VPN connections and transfer of more data in both environments. There will also be more site-to-site VPN traffic as a growing number of users need to access applications globally, which in turn increases traffic volume across application functions and modules between datacenters and cloud regions. Security solutions need to be chosen that are able to accommodate the resulting decryption and encryption performance requirements.

Increased traffic demands will create more stress on existing infrastructure performance, and functionality is going to be pushed to its limits. In such situations, excess performance headroom is much appreciated. Following are some of the leading considerations when addressing increased remote access demands:

IPSec aggregation: There may be a need to secure high-speed links that require performance higher than that those available on a single cloud compute instance. Organisations will need a solution that can aggregate connections to equally spread traffic across multiple network interfaces as part of a single IPSec tunnel to achieve high throughput for secure, site-to-site encrypted connections. This capability is extremely important for large volume secure communications across clouds and datacenters and is instrumental when possible without any redesign.

Scale-up vs. scale-out: For large-scale VPN, especially since VPN is a very stateful communications technology, too many challenges are introduced when designed as a scale-out solution. The ability to scale-up to support the volume of traffic and remote users is critical and can accelerate an organisations ability to quickly respond to demand, by scaling to very large levels of user connectivity and traffic encryption.

High performance security virtual machines (VMs), especially next-gen firewalls (NGFWs) being used to terminate VPN connections, are essential for organisations looking to securely connect to a public cloud-based security services hub to access applications in the cloud. It also enables them to access on-premise applications through the closest cloud region, and on to the private data centre, to ensure continuous high-speed data transfers from the cloud to data centres and vice versa.

Ciphers and CPU affinity: Since in-the-cloud compute is generally bound to general purpose CPUs, its ability to support high-performance crypto negotiations is limited. Choosing the right cipher for the job is an important task, as it will dramatically affect the feasible performance and scale of a secure connectivity solution.

Addressing new or increased capacity requirements due to a suddenly increased demand for direct remote access to applications hosted in the cloud, including SaaS services, can seem like a significant challenge. But by leveraging the innovation and capabilities in many of their existing technology investments, organisations can often address a majority of their requirements without significant additional overhead. By fine tuning their existing configurations and environments to address urgent and critical business requirements, organisations can quickly provision the lifeline needed to effectively and securely support their sudden increase in remote workers.

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Cloud Computing Market to Hit USD 760.98 Billion by 2027; Rising Demand for Improved Virtual Access to Information Among Industries to Foster Steady…

PUNE, India, April 30, 2020 /PRNewswire/ -- The global cloud computing market size is projected to reach USD 760.98 billion by 2027, exhibiting a CAGR of 18.6% during the forecast period. Rising preference for omni-cloud systems will prove highly beneficial for the growth of this market, states Fortune Business Insights in its report, titled "Cloud Computing Market Size, Share & Industry Analysis, By Type (Public Cloud, Private Cloud, Hybrid Cloud), By Service (Infrastructure as a Service (IaaS), Platform as a Service (PaaS), Software as a Service (SaaS)), By Industry (Banking, Financial Services, and Insurance (BFSI), IT and Telecommunications, Government, Consumer Goods and Retail, Healthcare, Manufacturing, Others (Energy and Utilities, Education, Media and Entertainment etc.)), and Regional Forecast, 2020-2027".

Omni-cloud computing is a cloud solution that allows multiple cloud services to smoothly integrate and streamline their data on a single platform. The omni-cloud system is being increasingly preferred over the multi-cloud system owing to its multiple advantages and leading the cloud computing market trends. For example, an omni-cloud tool makes possible accessing real-time information from any location. In a departmental store, for instance, whenever there is an inventory shortfall, the cloud will send notification to the authorities, who will then take the necessary action. Similarly, storage of data on a unified platform also enables efficient analysis, enhances productivity, and elevates the quality of services. These, along with a few other benefits, are widening the applicability of omni-cloud computing across a variety of industries.

According to the cloud computing market research report, the value of the market stood at USD 199.01 billion in 2019. The other highlights of the report are:

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An Overview of the Impact of COVID-19 on this Market:

The emergence of COVID-19 has brought the world to a standstill. We understand that this health crisis has brought an unprecedented impact on businesses across industries. However, this too shall pass. Rising support from governments and several companies can help in the fight against this highly contagious disease. There are some industries that are struggling and some are thriving. Overall, almost every sector is anticipated to be impacted by the pandemic.

We are taking continuous efforts to help your business sustain and grow during COVID-19 pandemics. Based on our experience and expertise, we will offer you an impact analysis of coronavirus outbreak across industries to help you prepare for the future.

Click here to get the short-term and long-term impact of COVID-19 on this Market.

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Market Restraint

Potential Risk of Cyber Attacks to Negatively Influence Adoption of Cloud Systems

Today, majority of organizations and many government departments and agencies have shifted their databases onto the cloud to improve efficiency and productivity of resources as well as bring down costs. Unfortunately, this move has exposed sensitive information to hackers, who have frequently launched cyber-attacks to retrieve and misuse data. For instance, the US-based Center for Strategic & International Studies (CSIS) revealed that in April 2020 hackers from Iran attempted to breach personal files of World Health Organization (WHO) staffers while the world was reeling under the coronavirus pandemic. In February 2020, two Chinese hackers were persecuted by the US Department of Justice for performing cryptocurrency laundering activities for North Korean nationals. Such attacks are prompted by the availability of delicate data on cloud platforms and the constant threat of privacy infringement may hinder the cloud computing market growth in the upcoming years.

Regional Analysis

Strong Presence of Tech Bigwigs to Augment the Market in North America

North America is home to some of the biggest technology companies such as Google, Microsoft, and IBM and this factor has enabled the region to boast a market size of USD 61.59 billion in 2019. Moreover, the regulatory and research environment in the region is extremely favorable for development and adoption of advanced cloud technologies based on Artificial Intelligence (AI) and Machine Learning (ML). As a result, North America is slated to dominate the cloud computing market share during the forecast period. Increasing penetration of the internet and rising usage of smartphones will aid Asia-Pacific register a high CAGR, while rapid deployment of 5G will favor market growth in Latin America and Middle East & Africa.

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Competitive Landscape

Advent of IoT to Create Numerous Innovation Opportunities for Market Players

The market leaders such as Oracle and SAP are directing their research and investment energies toward efficiently utilizing the opportunities generated by the Internet of Things (IoT) phenomenon. Most of the players in this market are focused of making their products and services smarter and more streamlined using IoT-based tools.

Industry Developments:

List of Key Players Profiled in the Cloud Computing Market Report are:

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TOC Continued...!!!

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SOURCE Fortune Business Insights

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Cloud Computing Market to Hit USD 760.98 Billion by 2027; Rising Demand for Improved Virtual Access to Information Among Industries to Foster Steady...

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Cloud Computing Has A Promising Future Ahead. Here’s Why! – Express Computer

The company empowers businesses across the globe with technology solutions that take care of their various operations. The expertise in cloud computing & IT allows to deliver solutions that simplify the business and enhance their performance. They provide services like accounting and business applications on the cloud.

Talking to Express Computers Gairika Mitra, Vinay Chhabra, CEO, Real Time Data Service tell us how technology would be dominating the way forward, and how does cloud computing help.

How would you say that technology is in the frontline of all operations? Are businesses immune to this?

We are seeing technology adopting an ever-increasing role around us. Businesses are no exception to this and are, in fact, leading end consumers. We are seeing the telephony industry also getting disrupted significantly by the cloud and subscription-based service models. As businesses become more nimble and agile, we expect increased adoption of cloud telephony by businesses across different verticals. Industry analysts predict anywhere between 15% to 30% annual growth in the cloud telephony space over the course of the next five years.

Could you acquaint us with UCaaS and why would you essentially call it a disruptor in the tech space?

We have been within the cloud telephony space or technically called as UCaaS (Unified Communication as a Service) for almost a decade hence we have a good understanding of the customer demands and intricacies of the business. We focus highly on customer-centricity. We offer complete customisation to accommodate any requirements from the customer while ensuring round the clock active support to them. What has helped us is, having invested in building our own platform from scratch which has aided in increased reliability and scalability for our customers.

How are you trying to inculcate technology so much so that it eases out the workload of your employees?

We cater to all kinds of businesses that may have any kind of communication-based needs. What we have understood is that workforce enablement has been a critical pillar of success for businesses. Through technology, we are trying to make it easier for employees within organizations to collaborate within functions such as sales; technology and operations. We are constantly trying to understand from our customers on how we can help them become more consumer-centric.

Could we safely deduce that technology is the panacea for all problems, and is the need of the hour?

In this current time, technology is oxygen for businesses to survive. Irrespective of the industry that you may be in, if you are not technology first, then it may be a disaster waiting to happen. Technology prowess is a strong differentiator in the current times, and the more invested you are in technology and especially deep technology, will hold you in good stead with your customers.

The only aspect to be careful about is the choice and degree of technology you want to invest in, which may be specific to the industry you are in. The golden mantra to understand is that technology is only an enabler and not an absolute solution. Decision of adoption of technology unsuitable to a business can have negative consequences for the business.

Industry leaders often state that clouds future is quite promising. Do we expect RTDS to hold the same thought, and lies ahead of RTDS?

We are in a growing industry, so we do expect ourselves also to ride the wave when it comes to the growth for the next few quarters. To build further on this, we are actually keen on to further catalyse this growth so that we beat the industry benchmarks. We have taken a few initiatives and investments to achieve these internal milestones that we have set.

For the long term, we would want to invest in our key organizational values of learning, unlearning, and relearning as we grow. Our industry is very dynamic and fairly prone to disruption considering its heavy leaning of technology. However, a strong organizational culture, is the key to success in navigating the water. In cloud-based technologies sky is the limit as you are not limited by geographies or national boundaries. In the world of technology, there is no dearth of opportunities or availability of capital. You could only be limited by lack of talent or management bandwidth.

Currently, the world is witnessing some tough times. Do you want to share some words of hope?

The most important advice, especially in the current tumultuous times for entrepreneurs, is to invest in a strong product-market fit for any business idea they have. Being customer-centric will definitely need to be the foundation of any new business. On top of that, investing in the right people, technology, and processes in that order is essential.

If you have an interesting article / experience / case study to share, please get in touch with us at [emailprotected]

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Cloud Computing Has A Promising Future Ahead. Here's Why! - Express Computer

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Shining The Spotlight On Confluent – Gigabit Magazine – Technology News, Magazine and Website

We take a closer look into Confluent, a tech startup who was featured in our list of the top ten technology startups.

Confluent, founded by the original creators of Apache Kafka, pioneered the enterprise-ready event streaming platform. With Confluent, organizations benefit from the first event streaming platform built for the enterprise with the ease-of-use, scalability, security and flexibility required by the most discerning global companies to run their business in real-time. Companies leading their respective industries have realized success with this new platform paradigm to transform their architectures to streaming from batch processing, spanning on-premises and multi-cloud environments. Backed by Benchmark, Index Ventures and Sequoia Capital, Confluent is headquartered in Mountain View, Calif. and London with offices globally.

Benefits of its products:

Confluent has recently been valued at $4.5billion after recent funding. Following the announcement of the funding, the company launched Confluent Cloud, its Kafka-based cloud-native data streaming ingestion platform on Amazon Web Services, Microsoft Azure and Google Cloud.

Weve seen incredible adoption in companies big and small whether it be accelerating drug discovery and treatments with KSQL or collecting data streams from power tools as part of a new Internet of Things capabilities and business lines, Confluent Chief Executive Jay Kreps (pictured) said in the announcement. We saw our cloud revenue grow over 450% in the last year, and are now managing over 4,500 Kafka clusters in Confluent Cloud.

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Shining The Spotlight On Confluent - Gigabit Magazine - Technology News, Magazine and Website

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Cloud Computing in Healthcare Market 2020 Emerging Trends and Global Business Insights & Development Analysis by 2025 – Latest Herald

Global Cloud Computing in Healthcare market report presents an overview based on the historic data. Report provides market key segmentation such as product type, industry, key regions and key companies. On the basis of historic data, market size has been forecasted in terms of revenue from base year 2019 to 2025. Research report includes in detailed study of growth factors, restrains, opportunities, technological innovations and trends of the global Cloud Computing in Healthcare market. Report also covers the impact of drivers and restrains region and country wise and the opportunities during the forecast period.

Top Leading Key Players are:McKesson Corporation, Allscripts, NextGen Healthcare, Epic Systems Corporation, Healthcare Management System, eClinicalWorks, CPSI, Computer Sciences Corporation, and many more.

Get Sample Copy of this Report:https://www.adroitmarketresearch.com/contacts/request-sample/1091

In addition, report on global Cloud Computing in Healthcare market presents strategic analysis and ideas for new entrants using historic data study. Thus report provides estimation about the market size, revenue, sales analysis and opportunities based on the past data for current and future market status. Report covers analysis of different enterprises as part of global Cloud Computing in Healthcare market. There are some important tools for any market movement. Also report forecasts the market size of global Cloud Computing in Healthcare market in Compound Annual Growth Rate in terms of revenue during the forecast period.

The main objective of this research report is to present the comprehensive analysis about the factors which are responsible for the growth of the global Cloud Computing in Healthcare market. The study report covers all the recent developments and innovations in the market for a Cloud Computing in Healthcare. The global Cloud Computing in Healthcare market is likely to provide insights for the major strategies which is also estimated to have an impact on the overall growth of the market. Several strategies such as the PESTEL analysis and SWOT analysis is also being covered for the global market. These strategies have an impact on the overall market.

Browse the complete report @https://www.adroitmarketresearch.com/industry-reports/cloud-computing-in-healthcare-market

Global Cloud Computing in Healthcare market is segmented based by type, application and region.

Based on Type, the market has been segmented into:

by End Use (Hospitals, Diagnostics and Imaging Centres, Ambulatory Centres, and Others)

The research report on global Cloud Computing in Healthcare market ensures users to remain competitive in the market. Also report helps to identify the new innovations and developments by existing key players to increase the growth of the global Cloud Computing in Healthcare market. This market study report covers all the geographical regions where competitive landscape exists by the players such as North America, Europe, Latin America, Asia-Pacific and Middle East Africa. Thus report helps to identify the key growth countries and regions.

In addition, study report covers all the important geographical regions which have good market growth of global Cloud Computing in Healthcare market. Government organizations and policy makers are taking initiatives to promote the global Cloud Computing in Healthcare market thus it is boosting the growth of global Cloud Computing in Healthcare market. Furthermore, report presents the end users on the basis of enterprise size for the global Cloud Computing in Healthcare market. Report is beneficial for any user of any department as report provides strategic analysis for the expansion of the business cross the globe.

For Any Query on the Cloud Computing in Healthcare Market:https://www.adroitmarketresearch.com/contacts/enquiry-before-buying/1091

About Us :

Adroit Market Research is an India-based business analytics and consulting company. Our target audience is a wide range of corporations, manufacturing companies, product/technology development institutions and industry associations that require understanding of a markets size, key trends, participants and future outlook of an industry. We intend to become our clients knowledge partner and provide them with valuable market insights to help create opportunities that increase their revenues. We follow a code Explore, Learn and Transform. At our core, we are curious people who love to identify and understand industry patterns, create an insightful study around our findings and churn out money-making roadmaps.

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Cloud Computing in Healthcare Market 2020 Emerging Trends and Global Business Insights & Development Analysis by 2025 - Latest Herald

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Google Anthos Extending Cloud Reach With Cisco, Amazon And Microsoft Connections – Seeking Alpha

While it always sounds nice to talk about complete solutions that a single company can offer, in today's reality of multi-vendor IT environments, it's often better if everyone can play together. The strategy team over at Google Cloud seems to be particularly conscious of this principle lately and are working to extend the reach of GCP and their Anthos platform into more places.

Last week, Google (NASDAQ:GOOG) (NASDAQ:GOOGL) made several announcements, including a partnership with Cisco (NASDAQ:CSCO) that will better connect Cisco's software-defined wide area network (SD-WAN) tools with Google Cloud. Google also announced the production release of Anthos for Amazon's (NASDAQ:AMZN) AWS and a preview release of Anthos for Microsoft's (NASDAQ:MSFT) Azure cloud. These two new Anthos tools are applications/services for both migrating and managing cloud workloads to and from GCP to AWS or Azure respectively.

The Cisco-Google partnership offering is officially called the Cisco SD-WAN Hub with Google Cloud. It provides a manageable private connection for applications all the way from an enterprise's data center to the cloud. Many organizations use SD-WAN tools to manage the connections between branches of an office or other intra-company networks, but the new tools extend that reach to Google's GCP cloud platform. What this means is that companies can see, manage, and measure the applications they share over SD-WAN connections from within their organizations all the way out to the cloud.

Specifically, the new connection fabric being put into place with this service (which is expected to be previewed at the end of this year) will allow companies to do things like maintain service-level agreements, compliance policies, security settings, and more for applications that reach into the cloud.

Without this type of connectivity, companies have been limited to maintaining these services only for internal applications. In addition, the Cisco-powered connection gives companies the flexibility to put portions of an application in one location (for example, running AI/ML algorithms in the cloud), while running another portion, such as the business logic, on a private cloud, but managing them all through Google's Anthos.

Given the growing interest and usage of hybrid cloud computing principles-where applications can be run both within local private clouds and in public cloud environments-these connection and management capabilities are critically important. In fact, according to the TECHnalysis Research Hybrid and Multi-Cloud study, roughly 86% of organizations that have any type of cloud computing efforts are running private clouds, and 83% are running hybrid clouds, highlighting the widespread use of these computing models and the strategically important need for this extended reach.

Of course, in addition to hybrid cloud, there's been a tremendous increase in both interest and usage of multi-cloud computing, where companies leverage more than one different cloud provider. In fact, according to the same study, 99% of organizations that leverage cloud computing use more than one public cloud provider.

Appropriately enough, the other Anthos announcements from Google were focused on the ability to potentially migrate and to manage cloud-based applications across multiple providers. Specifically, the company's Anthos for AWS allows companies to move existing workloads from Amazon's Web Services to GCP (or the other way, if they prefer). Later this year, the production version of Anthos for Azure will bring the same capabilities to and from Microsoft's cloud platform.

While the theoretical concept of moving workloads back and forth across providers, based on things like pricing or capability changes, sounds interesting, realistically speaking, even Google doesn't expect workload migration to be the primary focus of Anthos. Instead, just having the potential to make the move gives companies the ability to avoid getting locked into a single cloud provider.

More importantly, Anthos is designed to provide a single, consistent management backplane to an organization's cloud workloads, allowing them all to be managed from a single location-eventually, regardless of the public cloud platform on which they're running. In addition, like many other vendors, Google incorporates a number of technologies into Anthos that lets companies modernize their applications.

The ability to move applications running inside virtual machines into containers, for example, and then to leverage the Kubernetes-based container management technologies that Anthos is based on, for example, is something that a number of organizations have been investigating.

Ultimately, all of these efforts appear to be focused on making hybrid, multi-cloud computing efforts more readily accessible and more easily manageable for companies of all sizes. Industry discussions on these issues have been ongoing for years now, but efforts like these emphasize that they're finally becoming real and that it takes the efforts of multiple vendors (or tools that work across multiple platforms) to make them happen.

Disclaimer: Some of the author's clients are vendors in the tech industry.

Disclosure: None.

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Editor's Note: The summary bullets for this article were chosen by Seeking Alpha editors.

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Google Anthos Extending Cloud Reach With Cisco, Amazon And Microsoft Connections - Seeking Alpha

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