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The Nokia 6.1 Plus has been launched starting at Rs. 15,999 and unlike the Chinese variant (Nokia X6), this one comes only in the 4GB/64GB variant, sporting a Qualcomm Snapdragon 636 octa-core processor. We’ve already covered the battery test of this new smartphone from HMD Global, and if you’re wondering what the performance of the phone is like, we’ve done that for you too.
Nokia 6.1 Plus SpecificationsBefore we dive into the tests we performed on the Nokia 6.1 Plus and the way it handled different tasks, let’s get the specifications out of the way.
Display5.8-inch FullHD+ 2280×1080 pixels
ProcessorSnapdragon 636
GPUAdreno 509
RAM4GB
Storage64GB
Primary Camera16MP f/2.0 + 5MP f/2.4
Secondary Camera16MP f/2.0
Battery3,060 mAh
OSAndroid 8.1 Oreo
SensorsAmbient light sensor, Proximity sensor, Accelerometer (G-sensor), E-compass, Gyroscope, Fingerprint Sensor (on the back)
ConnectivityWiFi 802.11 a/b/g/n/ac; Bluetooth 5.0; GPS/AGPS+GLONASS
Now that we’ve gotten those out of the way, let’s jump into how the phone actually performs in various benchmarks and real world performance tests.
BenchmarksWe ran the usual benchmarks on the Nokia 6.1 Plus to get an overview of what we can expect from the phone before we put it through its paces in our real world tests. We also benchmarked the Redmi Note 5 Pro since it’s in a similar price range so as to get a comparative idea of where the two phones stand.
Geekbench AnTuTuWe also benchmarked both the Redmi Note 5 Pro and the Nokia 6.1 Plus on AnTuTu and here the Nokia 6.1 Plus beats the Redmi Note 5 Pro, though not by a huge margin. While the Redmi Note 5 Pro scored 112,569 on AnTuTu, the Nokia 6.1 Plus got a slightly higher score of 115,398.
Real World PerformanceWhile the benchmark scores of the Nokia 6.1 Plus are basically indicative of the fact that we can expect Redmi Note 5 Pro like performance from the phone. To test out the real world performance I put the phone through some gaming tests, and I used it as my daily driver for almost a week.
Gaming TestsStarting off with Asphalt 9, the newest game from Gameloft has some incredible graphics and races that are more intense than ever. In terms of perceived performance, I think the phone went through the game like a charm and I didn’t notice any stutters or lags while racing through People’s Square or in Cairo. It was all pretty awesome and I loved it. In terms of frame rate, Asphalt 9 ran at a median frame rate of 30FPS, and had 89% stability. True, that could’ve been higher, but it’s still a decent score to get.
Moving on to PUBG Mobile, the game auto-set the graphics to Low, which I expected because of the Snapdragon 636 and 4GB of RAM that the phone has. Surprisingly though, PUBG wouldn’t even let me turn up the graphics settings. Anyway, in Low settings, the game performed smoothly (as it should) and I faced no issues with getting a Chicken Dinner. It was definitely a fun experience even though I’m used to playing on high settings with my OnePlus 5. In terms of frame rates, the phone got a median frame rate of 26FPS which is okayish, though nothing to be overly proud of, and had 87% stability in its FPS values which is definitely good for a game like PUBG Mobile.
I also played Marvel Strike Force on the Nokia 6.1 Plus and as expected, the game ran perfectly fine. I personally don’t enjoy this game all that much, but it’s definitely a fun game. In terms of frame rates, the phone churned out an easy 55FPS median frame rate with a stability of 77%.
Everyday Usage TestsIn terms of everyday usage, the Nokia 6.1 Plus won’t disappoint you. Thanks to stock Android running on Snapdragon 636 and with 4GB of RAM, the phone doesn’t lag even when I’m using multiple apps and constantly switching between them. I also found that app launches are generally fast on the Nokia 6.1 Plus, although sometimes apps like Instagram would take a millisecond longer to launch which can get infuriating, but I won’t blame the Nokia 6.1 Plus for that; I’ve observed Instagram behaving like this on my OnePlus 5 as well.
The phone has standard Android animations though, and those can sometimes make things feel slower than they actually are. I’d recommend you to turn down the ‘Transition animation scale’ inside Developer Settings to 0.5x to get a snappier feel without feeling like the phone is absolutely not animating anything at all.
Nokia 6.1 Plus Performance Test: A Great Performer for Its PriceSo basically, the Nokia 6.1 Plus is a pretty great performer for the Rs. 15,999 price it’s coming in at. The phone has decent hardware for the price, and if you look at it that way, it’s basically a Redmi Note 5 Pro with stock Android. It performs pretty much the same way as the Redmi Note 5 Pro does, however, in some places, especially in games like PUBG Mobile, I feel like Xiaomi’s offering performs slightly better, though not really noticeably so. It’s more or less a personal choice at this point. If you want a metal build, gesture navigation, and performance that won’t let you down, the Redmi Note 5 Pro is the one for you; however, if you want stock Android, decent hardware, and performance that is definitely pretty great, the Nokia 6.1 Plus is the phone to go with.
Buy the Nokia 6.1 Plus from Flipkart (Rs. 15,999)
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Oneplus 6 Performance Test: Packs A Mean Punch
One thing that OnePlus has always gotten right with its smartphones is performance. I have been using OnePlus devices since the OnePlus 3 and I have never suffered any lag or stutter, even after using the devices for over more than a year. In fact, my original OnePlus 3 is still going strong even after being my daily driver for the last two years. So, it came as a no surprise when I tested the OnePlus 6 and it handled everything that I threw at it with quite an ease. In a time where the prices of flagship devices are touching $1000 mark, OnePlus has managed to provide impeccable performance at its killer price. In this article, we are going to take a look at OnePlus’ latest device, the OnePlus 6, and find out if and how it manages to push the bar even further as we put it through our performance test:
OnePlus 6: The SpecsThe OnePlus 6 packs the top of the line hardware which provides it with enough capabilities to scream through any task that you want it to handle. For those who are interested in numbers, the OnePlus 6 brings the Qualcomm Snapdragon 845 processor which is an octa-core processor with 4 high-performance cores clocked at 2.8 GHz and 4 energy efficient cores clocked at 1.7 GHz. OnePlus 6 pairs this chipset with Adreno 630 GPU, 6 GB of super-fast LPDDR4X RAM, and 64 GB of UFS 2.1 2-Lane storage which brings lightning fast file transfer speeds.
OnePlus 6 Performance Test: Oxygen OS OnePlus 6 Performance Test: BenchmarksWhile synthetic benchmarks never tell the whole story, they do paint a picture of the performance that you can expect from the device. We tested the OnePlus 6 on both Geekbench and AnTuTu and as expected, the OnePlus 6 scored at the top of the chart. You can see the scores in the picture below.
OnePlus 6 Performance Test: Real World PerformanceHonestly, as you can infer from the title of this post, the OnePlus 6 is a beast. The performance is so good that the phone just fades into the background and feels more like a portal for getting things done. Day-to-day tasks are handled in seconds and even playing major gaming titles such as PUBG mobile, Marvel Future Fight, and Asphalt 8, feels like a breeze. I tried really hard to make the OnePlus 6 miss one frame or show some lag, even for a second, but I failed. The OnePlus 6 gives one of the smoothest smartphone performance I have ever experienced.
Buy From Amazon: starts at ₹34,999
SEE ALSO: OnePlus 6 vs Honor 10: Quick Comparison
OnePlus 6 Performance Test: It Flies HighOnePlus smartphones have always delivered when it comes to performance, and the OnePlus 6 is the best performing smartphone from the OnePlus till date. Considering the OnePlus 6’s top of the line specs and nimble software, it was no surprise. If you are buying this phone, know that you are getting a lightning fast smartphone which is never going to disappoint you.
Managing Appication Performance With Appdynamics
Introduction to AppDynamics Tool
Web development, programming languages, Software testing & others
Explanation of AppDynamics Tool
The approach taken by these tools is not similar to other tools. They use analytics, and the details of every application are taken into consideration. This will not only help the AppDynamics but also the logs of the applications. For every transaction done in the application, the tool collects the details, whether it is basic or detailed, and this makes the AD tool more friendly to anyone who uses it. Because of any detail, be it basic or more detailed, can be seen in the reports or logs of this tool.
The AD tool can be used in production as well as development environments. In a production environment, all the transaction with its performance is noted down by the tool. This is mainly built for production environments as the tool itself follows an agile approach within itself. Normal performance is noted down, and alarms are given if any issues are found in the application. This gives the proper response time for the application in the tool.
A comparison is done for the response time and the user’s response time. This comparison helps to find out the tool’s performance with the self-learning curve. Troubleshooting can be done easily as the agent automatically collects all the details, even for normal behavior. This is an example of an analytics method, and this helps the tool to find out the alerts set for different problems. Hence the user can fix it very well as these are set before any major impact so as to ensure proper working of the application with the help of the tool.
We know that if the data is captured deeply, all the information related to the working of the application and its environments can be identified easily. But this data capturing is not easy as it requires more resources and more storage. AD tool has come as a rescue over here as it records the entire working of the application even if the app does not show any mode of failure. This makes the tool to use its analysis power to manage the performance of the application.
This recording helps to monitor the application and use it in testing and also in pre-production environments. Every request and every transaction are noted down or recorded by the AD tool, which helps to monitor the application’s performance. If the developer is left with any other work, they can instruct the tool to work by itself or stop when the transaction volume is more than the limit. Hence, the tool stops by itself if it feels the volume is increased or that enough information is collected. This alert helps the system to work well, and its performance is not halted due to overworking hours.
Agents are working along with the AD tool, and they monitor the performance of the application, support the infrastructure of the tool, and know the tool in and out. This makes the tool to work efficiently with human support. They know the entire application ecosystem and its environment, and the performance data logs are taken. This log data is sent to the controllers so that the application performance can be seen. This visual representation is done through a user interface in the system.
Accessibility issues will not happen in this tool as it is designed to work in any environment suitable for the application with all the access rights. Agents are working with the controllers, and real-time performance is seen. This helps boost the performance and orchestrate the bandwidth of the application and the tool being used.
The application in any environment will make many requests. The agents know these requests through the tool, and these requests are made to create a request map. This helps to manage and visualize the performance of the application along with the transaction history.
When a transaction is made, be it a business transaction or file transfer, the details, including a request made, response time, resolution time, and the files corresponding to the transaction, is taken care of. This helps to manage the requests in a log analytics manner with all the details in hand. Failure of the application will not be a worry, or can I say that the application will not fail if proper monitoring is done along with the AD tool monitoring?
Being part of Cisco, AppDynamics tools have incorporated machine learning and artificial intelligence to monitor and manage data. Several machine learning techniques such as anomaly detection, regression, and many others will be helpful to monitor and detect spams and unauthorized requests. This will reduce the work of agents who monitor the AD tool in the system. Also, machine learning helps to gather data and create logs by itself rather than creating reports in the system with external tools. Business performance metrics are identified and created with the help of machine learning. This helps to diagnose the problems in the application and to manage them perfectly. Autoscaling is another technique used in the AD tool with the help of Artificial Intelligence.
Conclusion – AppDynamics Tool Recommended ArticlesThis is a guide to AppDynamics Tool. Here we discuss the explanation of the AppDynamics Tool in detail for better understanding. You can also go through our other related articles to learn more –
Guiding Principles Of Performance Management
Performance management is also a technique for maximizing the efficiency of a workforce. While many believe it is a once-a-year occurrence, this is not the case. It is a never-ending process. It is a strategic plan designed to maximize an individual’s production quality. It effectively matches company objectives with an employee’s productivity when done correctly.
The guiding principles of performance management should be about people and performance, not just the process involved.
Some of the guiding principles of performance management are as follows −
Performance AnalysisIn performance management, the reviewer measures the frequency of behavior of the employee and the outputs he/she gives prior to any kind of management changes. Through this analysis, the management measures the current performance, establishes standards, specifies the deficiencies, calculates the value of improvement. The aim of this analysis is to achieve these identifications of potentially high-payoff behaviors and also the outputs that can be improved.
TransparencyIt is critical to maintain openness to ensure employees feel comfortable and involved. Ambiguity in any program breeds distrust and uncertainty. Transparency enables individuals and teams to easily understand how their objectives correspond with the company’s goals. When employees are left alone with limited information, they are more likely to feel under control and pressed.
In order to be an independent employee and be able to take initiatives, every employee must have the necessary information at their disposal. This refers to, for example, transparency about relevant company data, availability of resources to be utilized to increase work efficiency, and company goals. This way can employees take responsibility for goals and synchronize themselves independently.
Set Right GoalsEmployee performance should be improved to meet a corporate goal. It is critical to choose the one that inspires and is easily quantifiable. When the objectives seem impossible compared to the current state, this functions as a demotivator. In this manner, performance may be controlled optimally.
Be SpecificManagers should grasp how the company’s aims and objectives relate to individual targets. Any doubt should be avoided when communicating expectations and goals. Keep it concise and easy to comprehend. This encourages employees to focus their efforts on improving their performance by following established standards and enhancing productivity.
Effective MeasureThe criteria must be quantifiable for a performance management program to be effective. An employee should be able to understand his/her performance aligning to the program aimed at specific targets.
Proper CommunicationA well-designed communication system may significantly improve efficiency and accelerate the whole process. When vital information is provided to individuals, they feel valued. Communication is also critical during times of crisis to maintain staff performance.
Motivation and FeedbackPerformance management is a continual activity, just as inspiration must be. Every person needs some motivation. Develop some techniques to encourage them consistently to be driven to meet objectives and strive for greater performance.
When recipients get precise feedback at the appropriate moment, they may take remedial action and adjust their performance. Provide feedback to all of the company’s component entities. Then, individuals, teams, and departments work together to accomplish objectives.
Appropriate Tools and TrainingThe employees should be supplied with the necessary tools and technology necessary to do their assigned tasks more efficiently and effectively.
Appropriate training that enables the desired output is also critical. They should be capable of doing the assigned tasks while also overcoming everyday obstacles.
ConclusionPerformance management is a constant process of matching individual efforts with company objectives. This results in significant cost savings, accelerating the achievement of the firm’s objectives and a continuous rise in production.
8 Best Nokia 7 Plus Features And Tricks
Nokia 7 Plus has turned out to be a great smartphone. We have already published our review of the phone and it is one of the best mid-range devices you can buy today. Apart from bringing all the usual features of a smartphone, Nokia 7 Plus is also bringing some unique features which you cannot find on most other Android devices out there. In this article we are going to list out 8 best Nokia 7 Plus features and tricks which has impressed us the most:
Cool Nokia 7 Plus Features and Tricks 1. Face UnlockAfter Apple popularized facial biometric system with FaceID on the iPhone X, some of the Android manufacturers also started including the face unlock features on their devices. OnePlus was one of the first companies to bring facial unlock with its OnePlus 5T, and now Nokia also joins the fold with its Nokia 7 Plus.
2. Nokia Spatial Audio Recording
One of the best features about Nokia 7 Plus is what the company is calling spatial audio recording. Technical nomenclature aside, the feature comes in really handy when shooting video or recording audio as the Nokia 7 Plus packs three high-quality microphones which can capture audio clearly, irrespective of the surrounding. So whether you are in a noisy environment or are a bit far away from your phone, your Nokia 7 Plus will be able to record your voice clearly.
3. Pro Camera Mode4. Live Bokeh
With Nokia 7 Plus’s Live Bokeh mode, you can exactly see how your picture will look in the camera viewfinder before you take the picture. That means you can make necessary adjustments to your shots to get them exactly how you want them. Obviously, the picture you take will not exactly be the same as the one you saw through the viewfinder, that said, it’s better to have some inclination about how your picture is going to turn out rather than having nothing at all.
5. Bothie Photo CaptureAnother camera feature that is exclusive to Nokia phones is what the company calls a Bothie photo capture which utilizes both the front and the back camera to capture a photo. The idea here is that if you have a friend sitting or standing in front of you, you can use the bothie capture to capture both your and his photo in a single shot.
In Nokia 7 Plus, the bothie photo capture has two modes. The first is the normal bothie mode which divides the camera frame into two equal halves. The second is the picture-in-picture mode which captures the shot as if you were on a video call with someone. Although bothie is not something which you are going to use on a regular basis, it will certainly come in handy in certain situations.
6. Go Live Directly from Nokia Camera AppTo go live directly from Nokia 7 Plus’s camera app, first tap on the video icon to switch to video mode. Now, tap on the Live button marked in the picture above. As you can see, our camera app is showing Weibo as the only option. That’s because we have the Chinese model. The Indian model will show Twitter, Facebook and any other social media channels which the app supports. To go live, tap on the social media icon and then log-in with your information.
7. GesturesI love when a smartphone manufacturer brings support for gestures on their smartphones as gestures make life so much easier. For example, on my OnePlus 3, I can double tap to wake the device, perform a three finger swipe to capture screenshots, and more. While Nokia 7 Plus also brings many gestures, my favorite is swiping down on fingerprint sensor to drop the notification panel.
8. Android “One” 8.1One of the best things about Nokia 7 Plus is that it comes with Google’s Android One program which basically means that you are getting a stock Android experience with faster updates. In fact, as of writing this article, Nokia 7 Plus has already received Android 8.1 Oreo update, which is just amazing.
Apart from faster updates, it also means that you will get all the goodness that comes with Android Oreo. For example, you will get the new power menu, notification dots, automatic light and dark theme support, and much more. You can check out all the major features of Android Oreo here to see everything that you are going to get with the device. The bottom line is that Android One ensures that you will get new Android features and security patches faster than 99% of Android devices out there.
Enjoy These Awesome Features on Nokia 7 Plus
Interpretation Of Performance Measures To Evaluate Models
Introduction
In the last year of my bachelor’s degree, I learned an interesting fact during a customs class:
If a person appears suspicious, they detain him and deliberately prolong the interrogation process. He was asked very simple but annoying questions. Here one person asks a question, and another employee stands a short distance away and observes as if he was doing something else. If a person is really carrying a prohibited, harmful, or dangerous item across the border, selling, or importing it, they become overly irritable and overly emotional. Such a person is already considered quite suspicious.
That is, the probability of P (Person = Criminal / Reaction = Emotional) is high. However, this does not mean that all emotional individuals are criminals; If some people are suspicious, it may simply be due to their neurotic or other health problems, current mood, or first trip.
There is a saying, “Where there is no fire, there is no smoke.” That is, if I see smoke, then there is a fire. I wonder how right I am in this opinion?
Let’s say I’m making a fire detector. Thus, this detector should detect fire cases as accurately as possible and not cause a disturbance by giving a false fire signal. That is, the detector should not endanger me or disturb me unnecessarily.
Here, a fire that the detector can give a true warning to is a “True Positive” result. There is a fire (the event is positive) and the detector has identified it correctly (the result is true).
In the absence of fire, the alarm is “False Positive”. There is no fire, but the detector gives a positive signal by mistake. Let me note that this does not mean that the positive is good, but that the affirmation of the incident that took place.
The fact that the detector does not signal in the absence of fire is “True Negative”. No incident occurred and the detector did not signal according to the situation.
Failure to signal in case of fire (this is the most dangerous situation) is “False Negative”. An accident occurs, but the detector can not see it.
We show these 4 cases in the form of the table below. We have two types of errors.Type 1 is believing that something is not wrong, and Type 2 is not believing that something exists (it is not the same as believing that it does not exist).
In Type 1 error we reject the true Null Hypothesis, but in Type 2 error we fail to reject the false Null Hypothesis (we cannot accept Null Hypothesis, we can only fail to reject it due to insufficient data, time interval, or other impediments).
Generally, Type 1 error is considered more dangerous, because we continue to believe in something that does not exist, and we do not re-investigate. The investigation continues until it finds a Type 2 error. However, this comparison varies from situation to situation. Fire, health problems, accidents, etc. Type 1 error is often more reliable in matters related to human life because even if I am worried by mistake, I will insure myself (call the fire brigade, take vitamins, stay at home, etc.) and the second type of mistake will give me peace of mind and I will be caught unprepared. Otherwise, even if the detector gives the wrong signal, I will search everywhere until I find the problem. As a result, I will not face life-threatening.
To make such a detector, I have to program it (in the language of Data Science, train it), and finally, test it.
Let’s say our model detects 80% of fires. At first glance, the result is not bad. But when we look at the sentence again, we see that I only find 80% of fire cases. What about when there is no fire? Maybe our detector will activate such an alarm more often in the absence of fire and cause additional inconvenience?
“Base rate” – the percentage of fires that occur (the ratio of the number of fires to the total time, for example, once in 5 years.
We also need to know the “specificity rate”. The degree of specificity is the correct detection of non-fire cases by the detector, ie how accurate the detector can find when there is no fire.
But how can we evaluate our model?We use the following ratios to evaluate the model correctly.
In the Confusion Matrix, the TP / (TP + FP) ratio is called precision. That is the ratio of the number of times the signal is activated during a fire to the total time the signal is activated (what percentage of alarm cases occur at the right time).
The TP / (TP + FN) ratio is called recall. That is the ratio of the number of fires in which the signal is activated to all fires (what percentage of alarms are activated during a fire). Recall and sensitivity are the same concepts.
Besides, there is an accuracy rate. It is also equal to the ratio (TP + TN) / (TP + FP + TN + FN). That is the ratio of the times when all the alarms work properly (activated in case of fire, not activated in case of fire) to all cases (note that for highly imbalanced data we rely on F1 score rather than accuracy rate).
These 3 ratios are very important to evaluate the model. It should also be noted that, in fact, relative values are more important than absolute values for any assessment. For example, the absolute grade you get from the exam (say, 85 points) is insignificant when we do not know the maximum score. But when it comes to 85/100, this price is significant. The evaluation of the model is based on the same simple logic.
I hope that in this blog your discussion of the Bayesian theorem has expanded a bit.
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