Advantages of Machine Learning in DevOps

DevOps and Machine Learning are the technologies that are creating a combined impact on the software industry today.

As the DevOps engineers are expected to understand the working nature of the codes, infrastructure, cloud, and, other things, incorporation of machine learning into their work culture seems to be more promising.

Technologies today are pushing the boundaries that mankind would have ever dreamt of. Though there is no real substitute for intelligence and hard work, we witness a positive impact in businesses today with robotics, machine learning, artificial intelligence; evolving software development cultural practices and trends like DevOps, blockchain development, and so forth.

DevOps [truncated term for Development and Operations] is a bold new strategy getting implemented by the IT industries who are in search of the outcome-based model. All of them carry the main objective that is, create, test, release, and support the software at a reliable, scalable, and faster rate, that are closely aligned with the business objectives.

On the other hand, Machine Learning, an algorithm category, facilitates the data-driven automation for applications and predict the outcomes more accurately. It is able to receive the data input, analyze the statistics, predict the output, update the data, and, so forth. It is pushing the businesses to explore and implement data analysis model.

However, the DevOps advantage, when combined with harnessing, monitoring, and, analysis of the data it creates, is forecasted to help the team to optimize the operations in a better manner.

The potential of Machine Learning to make the DevOps smarter is the talk of the techno-town today and is becoming the key area to explore in the future.

In brief, the DevOps methodologies and machine learning are parallelly evolving and is logically considered for a successful outcome in combination.

Here is a brief note about how both these giant technologies could be implemented in combination for deriving better benefits in business.

How Machine Learning Benefits DevOps Methodology?

Till date, most of the teams depend on threshold monitoring approach wherein conventional habit and wisdom are the factors to rely on. This has resulted in a high signal-to-noise ratio and alert fatigue.

But, when you consider machine learning, it is of mathematical, statistical, and logical. That is, it is more grounded as it uses the models namely linear and logistic regression, deep learning, classification, and, etc., to scan the data sets, trends, correlations, and make the logical predictions.

You may also like: An Online Platform For Deploying Machine Learning Models

Optimizing DevOps with Machine Learning:

• Machine Learning Application may analyze all the large data in store and help for predictive analysis.
• The possibilities of looking at data in many forms and combinations are easier like velocity, bugs, metrics, continuous integration system, and, etc.
• It delivers the data as per the needs like daily, weekly, monthly, or so; and trends like seasons, festivals, geography, and, etc., for gaining a complete insight.
• The collection of data and its analysis helps to rule out the root causes, investigate the failure, and other issues easily.
• It determines the efficiency of the orchestration and helps to analyze the tools and processes for more efficient and directed planning.
• It helps to optimize a specific metric like maximizing the uptime, reduce the deployment time, maintain the standard performance, and, etc.

Advantages of Machine Learning in DevOps Methodology:

There are varied illustrations, where machine learning could be effectively implemented to DevOps. A few of them are mentioned below.

1.Machine learning implication on DevOps tools like Jira, Jenkins, Puppet, and, etc., identifies the software wastes like inefficient resources, partial work, task switch, process slow down, and other shortfalls that are faced during application delivery.

2. It helps to review the QA results, detect the errors, ensure proper testing, and thus raise the quality standard of the deliverables.

3. It helps to ensure the security of the applications by detecting the backdoors in coding, deployment of unauthorized code, theft against intellectual property rights, and etc., based on user behaviors and exercising patterns.

4. It analyzes and detects the abnormal pattern in usage, group the alerts based on transaction ID, servers, subnet, and, etc., enabling filtration. This, in turn, manages the alerts by reducing the alert storms and fatigue.

5. The machine learning tools can detect the anomalies in the process, operations, alerts, and suggests best-fixing measures. It automatically detects and also triages the known issues in a more intelligent manner.

6. It analyzes user metrics and its impact on the business at an early stage itself. For instance,

Cart abandonment, click through rates, user registrations, and, etc. This serves as an early warning for the businesses to take effective measures wherever needed.

Challenges of Machine Learning in DevOps:

It is understood that the machine learning tool implementation is still limited owing to several challenges. A few of them are highlighted below.

• We find technical challenges among the DevOps practitioners as there is the need for better understanding about these technologies like machine learning, Artificial intelligence, and/or the predictive analysis. Example: Logarithms, statistics, linear algebra, programming, trigonometry, and, etc.
• Further, implementation of machine learning itself is a challenge at the organizational level. Integration of it with DevOps is not yet understood completely and the management is not unanimous to support the decision.
• The Hiring of a new team, encouraging the existing team to meet the DevOps and Machine learning challenges by upgrading themselves is still in the process.

What Next?

The effectiveness of machine learning is dependent on DevOps processes. By understanding the benefits a machine-learning DevOps infrastructure could provide to the business processes, and its implementation is anticipated to bring success in project management.

If the integrations are correlated and evaluated efficiently, the technology is going to create wonders in business processes positively.

It is expected that the proliferation of the frameworks would make the algorithms easier than the present scenario. As more professionals are expanding their skills in machine learning, we may expect more use cases in the near future.

Machine learning is able to map the best possible patterns for enhanced performance and infrastructure.

Thus, the implementation of machine learning in DevOps is highly recommended today.

Read more info at — https://www.oodlestechnologies.com/blog/tagged/MachineLearning

Issues between testers and developers.

Issues between testers and developers and the key point for healthy relationship between them

Understanding is the core thing for building good relationships. When it comes to testers and developers it becomes more interesting and important. All the members associated with software development have their own place in the team.

Read more info at - http://bit.ly/2CpWVBZ

ICO Development Company

The trend of ICO coins is off to a great start. It’s turning out to be a great opportunity for the startups to kickstart their business. For those who are not familiar with this term, the Initial Coin Offering or simply ICO is an unregulated way of fundraising especially for a cryptocurrency venture. An ICO is a process of raising funds from the public via crowdfunding campaigns. The only difference is that in case of an ICO, the investors get returns in form of the newly generated digital coins rather than the fiat currency.

If a startup plans to raise money through an ICO, the first and foremost requirement is a white paper specifying the project details. The white paper also contains all the financial requirements for the project. During the initial stages of an ICO, the investors buy some cryptocoins with the fiat currency. If the ICO fails to meet the minimum financial requirements of the company, the money is returned to the investors to compensate their losses. On contrary to this, if the ICO turns out to be a success, the funds raised through it are used to execute the plan. The investors get profits as specified in the white paper.

Why Choose Oodles Technologies?

Oodles Technologies is a leading offshore software development company with vast experience in Blockchain and Cryptocurrency Development. We also provide world-class ICO Development Services at the most competent price. We provide a comprehensive development support for your ICO campaigns. From creating digital tokens to ICO Smart Contracts, we provide a one stop solution for all your ICO related endeavors.

Read more info at - http://www.oodlestechnologies.com/ico-development-company

Live Video Streaming

Live Video Streaming is the process of broadcasting audio/video content in real-time over the internet. This is the fastest growing method of promoting your product/services and reach the target audiences which in turn aids in a steady business growth and faster conversions. Video streaming is anytime better than saving content. This method is used by a large number of content owners and publishers to broadcast their content over the internet. A live streaming video can’t be downloaded, it can only be viewed as long as the stream is live. When the stream ends, you can no longer see the video. That’s one of the many perks of Live Video Streaming.

 

Apart from marketing and advertisements, Live Video Streaming is also being used in the entertainment industry for quite a long time. The popular social media platforms like Facebook and Instagram have also rendered support for live video streaming. With Facebook Live feature, you can go live while being anywhere around the world.  Facebook-owned media sharing app, Instagram also offers similar, “Live on Instagram” feature.

Major Benefits of Live Video Streaming :

 

• Increase in Brand Value.
• Easy to reach the target audience in relatively less time.

• Helps you stay unaffected in the intensifying competition.

• Exploring new marketing and revenue opportunities.

• Most interactive and engaging medium of online advertising.

• Helps you make important announcements in real-time.
• Easy to talk     to your clients
  
  

Why Choose Oodles Technologies?

Oodles Technologies has carved its niche in Live Video Streaming Industry. We are pioneers in building top-notch video streaming applications for popular streaming platforms. For over seven years now, we have been delivering excellent live and on-demand video streaming services at the best market price. We have attained excellence in Video on Demand (VoD) Streaming as well. Other than that, we have a team of professionals in Video Streaming who have a hands-on experience in creating network-based applications.

Read more info at -

http://www.oodlestechnologies.com/live-video-streaming

Most Of The Android Applications Have Secret Trackers

Is there something keeping an eye on the activities you do? Yes, we need to accept this fact and this is an invasion of privacy. A new study by Yale University’s Privacy Lab and French non-profit organization Exodus Privacy has shed a light on the privacy concerns of the Android users.
 

Surprisingly, this report has revealed that hundreds of Android apps have third-party trackers installed in them. They are using “clandestine surveillance software” to keep track on their actions. These tracking tools are devised largely to collect personal information of users for targeted advertising, user behaviors, and location tracking. The prime purpose of these trackers is to gain insights from the user's data for giving them services and their profit.

Many famous apps fall in this “hidden trackers” category, including Tinder, Spotify, Uber and OKCupid and many others too. As per the research was done, about 75 percent of the Android apps are found to have trackers implanted to monitor the user habits and behaviors for monetary gains. 

Majority of the Android users are unaware of the fact that their personal data is being shared by these trackers. This research into the Apps of Google play store has raised grave concerns about the user private data. 

A tracker named FidZup is very powerful, it can track the movements of the mobile phone users using ultrasonic emitters. It can detect where the users are going for shopping and to which place. In that way, it shows up those ads which are relevant for the users and can help advertising companies by tracking the location of the users.

One more tracker which belongs to the tech giant Google is known as Crashlytics. It is invented to report the crash happens to the apps. It also sends the reasons behind the Apps crashes to the developers. The tracker is also believed to get the user information to infuse live social substance to enchant them and to keep track of what they are involved with. Apps such as AccuWeather and the Weather Channel, contain trackers to surveil web browsing activities and app usage behaviors over the time.

Read more info at - http://www.oodlestechnologies.com/blogs/Most-Of-The-Android-Applications-Have-Secret-Trackers

Bitcoin Wallet Developers India

Bitcoin is a digital currency which is highly successful worldwide as a payment method. Satoshi Nakamoto shed a light on the concept of Bitcoin, it was devised and created in 2009. Bitcoin is an open-source cryptocurrency and it laid the groundwork for the new cryptocurrencies to emerge. All these new digital cryptocurrencies are popularly known as Altcoins because of the fact that these are just an alternative to the original Bitcoin protocol. Some popular Altcoins are Litecoin, Ripple, Monero, Ether, and Dash.   

 

Bitcoin transactions are stored and transferred using a distributed public ledger called Blockchain over a peer-to-peer network that is open, without an intermediary. The decentralized digital walletsprovide robust and secure storage medium to Bitcoin transactions. Bitcoins cannot be stored anywhere, there is a private key (secret number) for every Bitcoin address that is stored in the Bitcoin wallet of the person who owns the balance.

 

Why Choose Oodles Technologies?  

Read more info at - http://www.oodlestechnologies.com/bitcoin-wallet-developers

Bitcoin Cash Continues To Gain Support Worldwide

It’s been merely four months since the Bitcoin Cash hard fork took place and it has come a long way ahead. After splitting from its legacy chain on August 1, BCH has shown a tremendous growth in terms of price, infrastructure and market cap. At the time of writing, the price of BCH is looming around $1631 for each token. With 16.6 million coins in distribution, it has reached a market cap of 27.2 billion, making it the second most valuable cryptocurrency.

Besides, it has gained support from the online communities all over the world with new exchanges connecting to the BCH network every now and then. Owing to the increasing popularity of Bitcoin Cash (BCH), people are taking more interest in this emerging digital currency. Consequently, there has been a sharp incline in the trade volume of BCH which is ranging between $1-5 billion every 24 hours.

Also read New Hard Fork Update Arrives For Bitcoin Cash.

Supported Trading Platforms & Wallets

While initially, there were just four trading platforms that supported Bitcoin Cash, it has now gained support from over 35 online exchanges. The list includes some big names like Kraken, Bittrex, Poloniex, Shapeshift, Bitflyer and Huobi. Out of these, the first four are the world’s leading cryptocurrency exchanges and are available in a large number of countries. Earlier this week, Bitstamp which happens to be the largest cryptocurrency exchange in all of Europe (in terms of trading volume) has also decided to list BCH in its popular currency pairs.

When it comes to wallets for the storage of Bitcoin Cash, options were limited at the time of its launch but not any more. BCH tokens are currently supported by 19 virtual wallets including Ledger, Trezor, KeepKey, Jaxx, Copay, BitPay, Exodus and Stash.

Bitcoin Acquires Over 50 Percent Crypto Market Share

There’s no denying that Bitcoin rules the entire Cryptocurrency landscape. With a market cap of nearly $37.5 billion, it’s still way ahead of the other popular altcoins like Litecoin, Ripple and Monero. However, many people were of the opinion that the magic of Bitcoin is somehow fading especially with the emergence of new cryptocurrencies like Ethereum that took the whole world by storm in the recent years. For the first time in history, the share of Bitcoin had dropped down to 46 percent in the Crypto Market. But after a bumpy trip, the Bitcoin has made a solid comeback acquiring more than 50% of the Crypto Market Share once again.
 

The Downfall of Ripple

The world famous altcoin, Ripple had been on a magical journey several weeks backs. Lately, the market cap of Ripple had gone beyRead more at - http://www.oodlestechnologies.com/blogs/Bitcoin-Acquires-Over-50-Percent-Crypto-Market-Shareond $17 billion swallowing over 25 percent of the market share. However, the last one week has been awful for Ripple as it has lost more than 60 percent of its value in terms of BTC. The market cap of Ripple has also fallen sharply and it now adds up to $8.83 billion. The downfall of Ripple is one of the major driving factors behind the Bitcoin acquiring the 50 percent share in the crypto market once again.  

Also read Why Bitcoin Transactions Are Being Delayed.

The Rat Race Continues

Despite of being the world’s most extensively used Cryptocurrency, Bitcoin faces immense competition from the other popular Altcoins as already told. While on one hand, the BTC price is rising beyond expectations, it’s also losing its charm as the new Altcoins are getting more and more popular. Also, some persisting issues in Bitcoin have long been avoided, the most severe one of which is the scaling difficulty due to block size limit. Due to scaling issues, the Bitcoin transactions are continuously being delayed which has also led to an increase in the transaction fees. This is one of the reasons why the Bitcoin users are moving toward the other cryptocurrencies.

Bitcoin price today, has reached an all-time-high. However, you might not have noticed yet the price of almost all the popular Altcoins is rising. Ethereum is leading the race with a whopping price value of $208 at the time of writing and the market cap of the latter has also reached $19 billion. With this, Ethereum alone acquires more than 20 percent of the total Crypto market share.

Read more at - http://www.oodlestechnologies.com/blogs/Bitcoin-Acquires-Over-50-Percent-Crypto-Market-Share

The New Apple TV Requires 25Mbps For 4K Streaming

It’s been several years since the 4K streaming was introduced in the worldwide market. While all the leading streaming service providers such as Chromecast, Amazon Fire TV and Roku have had the 4K integration about a year ago, Apple has finally rendered support for the same with the launch of its brand new Apple TV also known as Apple TV 4K. Being the fourth generation to the Apple’s elite class streaming player lineup, there are huge expectations from this OTT streaming device. Of course, it’s the first one of the Apple TV products to offer 4K streaming and HDR display that gives a stunning visual appeal to the pictures you see on your TV.

It’s quite obvious that for streaming media content in 4K UHD, you need an exceptionally fast internet connection. Usually the 4K streaming can be attained at an average connection speed of 15-20 Mbps. But for a seamless streaming experience, Apple recommends a minimum speed of 25 Mbps for its new Apple TV 4K.

Also read How To Change Display Type On A Third Generation Roku Device.
 

What If Your Internet Connection Speed Drops?

Apple has imposed a minimum internet connection speed of 25 Mbps for 4K UHD streaming through Apple TV 4K on all the 4K supported television sets. This means if your internet speed drops and goes below the threshold, your Apple TV will automatically switch the streaming settings to normal depending on the speed of your internet connection. All this is mentioned in the support document released by Apple quite recently.

 

How To Find 4K Videos On iTunes Store?

The 4K videos are played in the highest resolution that is currently available. While the normal HD videos support a resolution of 1920x1080, 4K videos are played in 3840x2160 thereby offering a more detailed and sharper imagery. Besides, the HDR support provides a wide gamut of colors with high luminance and vibrancy. If you have previously purchased an HD video from the iTunes Store, then it may or may not play in 4K with HDR10 imagery. But you can easily find new videos on the iTunes Store that support 4K resolution. As a matter of fact, all the movies and videos available on the iTunes Store can be played in high definition. Some videos may also support Dolby Vision and HDR10 display. When you buy or rent a movie from the iTunes Store, it is automatically played in the best resolution supported on your TV. So if your TV is 4K compatible, it will automatically play a movie in 4K resolution or the best quality that is available for that particular movie.

Read more at - http://www.oodlestechnologies.com/blogs/The-New-Apple-TV-Requires-25Mbps-For-4K-Streaming