Lakeisha is developing a program to process data from smart sensors installed in factories. The thousands of sensors produce millions of data points each day. When she ran her program on her computer, it took 10 hours to complete. Which of these strategies are most likely to speed up her data processing?

Answers

Answer 1

There are several strategies that Lakeisha could use to speed up her data processing, such as parallel processing, data compression, and data aggregation.

The strategy to speed data processing

These strategies can be used to reduce the amount of data that needs to be processed, speed up the processing of each individual data point, and allow multiple data points to be processed simultaneously.

Additionally, she could use a more powerful computer or use cloud-based computing to speed up her program.Lakeisha is developing a program to process data from smart sensors installed in factories.

The thousands of sensors produce millions of data points each day. When she ran her program on her computer, it took 10 hours to complete.

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Related Questions

How can we improve the following program?
function start() {
move();
move();
move();
move();
move();
move();
move();
move();
move();
}

Answers

Answer:

Your professor may be looking for something simple. I am not sure the caliber your professor is expecting. But for a basic. You could make a simple loop to improve the code.

function start() {

 for (var i = 0; i < 9; i++) {

   move();

 }

}

With less text, this code will do the same task as the original program. We can prevent repeatedly repeating the same code by utilizing a loop.

From there you could make the moves dynamic...

function start(numMoves) {

 for (var i = 0; i < numMoves; i++) {

   move();

 }

}

This passes the number of mes as an argument..the code will move forward a specified number of times based on the value of the numMoves parameter.

Then from there we could add error handling to have it catch and handle any errors that may occur. This of course is if the move() function displays an error.

function start(numMoves) {

 try {

   for (var i = 0; i < numMoves; i++) {

     move();

   }

 } catch (e) {

   console.error(e);

 }

}

BONUS

Here is a combined executable code...explanation below...

// Define the move function

function move() {

 console.log("Moving forward");

}

// Define the start function

function start(numMoves) {

 try {

   for (var i = 0; i < numMoves; i++) {

     move();

   }

 } catch (e) {

   console.error(e);

 }

}

// Call the start function with 9 as an argument

start(9);

Explanation for bonus:

The move() and start() functions are defined in the code.

A message indicating that the object is moving forward is logged to the console by the straightforward move() function. The start() function calls this function.

Start() only accepts one argument, numMoves, which defines how many times to advance the object. To deal with any errors that might arise when calling the move() method, the function employs a try...catch block.

Based on the value of numMoves, the move() method is called a given number of times using the for loop.

Lastly, the object is advanced nine times by calling the start() procedure with the value 9.

This code requires that the move() function is defined someplace else in the code, or is provided by the environment where the code is being executed (such as a browser or Node.js).

When this code is executed, the start() function is invoked with the input 9 and the object is advanced nine times. Every time the loop executes, the move() function is invoked, which reports a message to the console indicating that the object is moving ahead. Any mistakes that can arise when invoking the move() function are caught and recorded to the console thanks to the try...catch block.

Data is being sent from a source PC to a destination server. Which three statements correctly describe the function of TCP or UDP in this situation? (Choose three.) 1. The TCP source port number identifies the sending host on the network 2. UDP segments are encapsulated within IP packets for transport across the network. 3. The source port field identifies the running application or service that will 4. The TCP process running on the PC randomly selects the destination port when 5. TCP is the preferred protocol when a function requires lower network
6. The UDP destination port number identifies the application or service on the handle data returning to the PC establishing a session with the server. overhead server which will handle the data.

Answers

The correct answer is TCP and UDP are two transport layer protocols that are used for sending data over a network. The following three statements correctly describe their functions:

The TCP source port number identifies the sending host on the network: TCP uses a 16-bit source port field to identify the sending process or application on the host. This helps the receiving host to identify the source of the data. UDP segments are encapsulated within IP packets for transport across the network: UDP does not have any built-in error recovery mechanism, so it simply encapsulates its segments within IP packets and sends them over the network. The source port field identifies the running application or service that will handle data returning to the PC establishing a session with the server: Both TCP and UDP use the source and destination port fields to identify the applications or services that will handle the data. The source port field helps the server to identify the process or application that sent the data and establish a session with the PC. In summary, TCP and UDP are transport layer protocols that use source and destination port numbers to identify the sending and receiving hosts and the applications or services that will handle the data. UDP simply encapsulates its segments within IP packets, while TCP establishes a reliable, connection-oriented session between the hosts.

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you are the administrator for the westsim domain. organizational units (ous) have been created for each company department. user and computer accounts for each department have been moved into their respective department ous.

Answers

As an administrator for the Westsim domain, the Organizational Units (OUs) have been created for each company department. All user and computer accounts for each department have been moved into their respective department OUs.

An Organizational Unit (OU) is a container object within an Active Directory that can contain other objects, including other OUs. OUs are created to facilitate the administration of users, computers, and other directory objects. An OU can have policies and permissions applied to it that are distinct from those of other OUs. These containers organize objects within the AD, making it simpler to implement administrative assignments and deploy Group Policy Objects (GPOs). What is Active Directory (AD)?Active Directory (AD) is a directory service that is utilized in Windows environments to centrally manage authentication and authorization for users, computers, and other network resources. It works by combining information about user accounts, computer accounts, and other resources into a central database.

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Often, programmers list the ____ first because it is the first method used when an object is created.a. instanceb. constructorc. accessor

Answers

Often, programmers list the constructor first because it is the first method used when an object is created.

A constructor is a unique method of the class that is executed when an instance of a class is created. It has the same name as the class and is created as a separate method. The constructor is also used to assign values to variables when the object is created. You can define constructors with or without parameters. The object's properties and variables can be initialized with the help of a constructor. Here's an example of how to create a constructor:

class Car {

String name;

int model_number;

Car(String name, int model_number) {

// The constructorthis.name = name;

this.model_number = model_number;

}

public static void main(String[] args) {

  Car car1 = new Car("BMW", 11);

  Car car2 = new Car("Audi", 2021);

   System.out.println(car1.name + " " + car1.model_number);

   System.out.println(car2.name + " " + car2.model_number);

   }

}

As we have defined a constructor for the Car class and used the Car object to initialize the name and model_number properties.

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Why didn’t Sonia Sotomayor follow her dream of becoming a detective?
(science question)

Answers

When she was seven years old, Sonia Sotomayor was diagnosed with diabetes, ending her dream of becoming a detective

Sonia Sotomayor

Sotomayor, the daughter of Puerto Rican immigrants who settled in New York City, grew up in a Bronx housing complex. Her mother put in a lot of overtime as a nurse to support the family when her father passed away. Sotomayor attributes her decision to become a lawyer to the episodes of the 1957–1966 television crime series Perry Mason that she watched as a young girl. She earned a B.A. with honours from Princeton University in 1976 before enrolling in Yale Law School, where she served as the Yale Law Journal's editor. She earned her degree in 1979 and served as an assistant district attorney in New York County for five years before deciding to work in private practise in a New York company, where she focused on intellectual property law

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how does the cybersecurity goal of preserving data integrity relate to the goal of authenticating users?

Answers

Both the purpose of authenticating users and the goal of data integrity preservation in cybersecurity are concerned with making sure that the data being accessed and used is valid.

How does cybersecurity maintain the reliability of data and systems?

User-access controls, file permissions, and version controls are examples of cybersecurity techniques that aid in preventing illegal changes. Systems for cyber security are made to spot unlawful or unexpected changes to data that point to a loss of integrity.

What is the primary objective of online safety?

Cybersecurity is the defence against harmful attacks by hackers, spammers, and cybercriminals against internet-connected devices and services. Companies employ the procedure to safeguard themselves against phishing scams, ransomware attacks, identity theft, data breaches, and monetary losses.

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you work at a large department store selling computer products. iwina walks in and wants to buy a wireless router. she explains that the media streaming device she ordered online supports a transmission speed of up to 200 mbps. what type of router should you recommend?

Answers

If Iwina's media streaming device supports a transmission speed of up to 200 Mbps, I would recommend a wireless router that supports at least 802.11n wireless standard.

What is a 802.11n wireless standard?

802.11n is a wireless networking standard that operates on both the 2.4 GHz and 5 GHz frequency bands. It offers higher speeds and greater range compared to earlier wireless standards, and is commonly used in home and small business networks.

Thus, if Iwina's media streaming device supports a transmission speed of up to 200 Mbps, I would recommend a wireless router that supports at least 802.11n wireless standard. This wireless standard supports a theoretical maximum speed of up to 600 Mbps, which should provide enough bandwidth to support Iwina's device. Alternatively, a router that supports the newer 802.11ac wireless standard could also be considered, as it offers even higher theoretical speeds.

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Which of the following terms is just the collection of networks that can be joined together?A virtual private networkB LANC intranetD extranetE internet

Answers

The term "internet" is just the collection of networks that can be joined together. The correct option is E.

The internet is a vast network of networks. It's a global network of computers, and it's used by millions of people every day. There's no central organization that controls the internet. Instead, it's made up of a vast number of networks that are connected together. This makes it possible for people to communicate with each other no matter where they are in the world.The internet is used for many different purposes. It's a tool for communication, for research, for shopping, for entertainment, and for many other things. It's also an important tool for businesses, governments, and organizations of all kinds. The internet has changed the way we live and work in many ways, and it will continue to do so in the future.There are many different kinds of networks that make up the internet. These include local area networks (LANs), wide area networks (WANs), and metropolitan area networks (MANs). Each of these networks has its own set of protocols and technologies that are used to connect computers together.The internet is also made up of many different kinds of servers and other devices. These include web servers, file servers, routers, switches, and firewalls. Each of these devices has a specific function within the internet, and they all work together to make it possible for people to communicate and share information.Therefore, the correct answer is E.

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Question 1 Write an application that displays a menu of five items in a Samzo restaurant as follows: ********Welcome to Samzo Restaurant Menu********** (1) Milk R10.99 (2) Coke R21.00 (3) Chips R22.75 (4) Bread R11.50 (5) Pap & Steak R43.00 ***Enjoy your meal... Thank you*** Prompt the user to choose an item using the number (1, 2, 3, 4 or 5) that corresponds to the items in the menu, or to enter 0 to quit the application. The program should then display the name and price of the selected item.​

Answers

Here's a Python program that displays the Samzo Restaurant menu and prompts the user to make a selection:

The Program

print("********Welcome to Samzo Restaurant Menu**********")

print("(1) Milk R10.99")

print("(2) Coke R21.00")

print("(3) Chips R22.75")

print("(4) Bread R11.50")

print("(5) Pap & Steak R43.00")

while True:

   selection = int(input("Please enter a number (1-5) to select an item, or 0 to quit: "))

   if selection == 0:

       print("Thank you for visiting Samzo Restaurant!")

       break

   elif selection == 1:

       print("You have selected Milk for R10.99")

   elif selection == 2:

       print("You have selected Coke for R21.00")

   elif selection == 3:

       print("You have selected Chips for R22.75")

   elif selection == 4:

       print("You have selected Bread for R11.50")

   elif selection == 5:

       print("You have selected Pap & Steak for R43.00")

   else:

       print("Invalid selection. Please try again.")

This program uses a while loop to repeatedly prompt the user for a selection until they enter 0 to quit. It uses an if statement to determine which menu item was selected based on the number entered by the user, and then displays the name and price of the selected item.

If the user enters an invalid selection (i.e. a number outside of the range 0-5), the program displays an error message and prompts the user to try again.

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Today, organizations are using personal computers for data presentation because personal computer use compared to mainframe use is morea. Controllable.b. Cost effective.c. Reliable.d. Conducive to data integrity.

Answers

The answer "cost-effective" is based on the fact that personal computers are less expensive to acquire, operate and maintain compared to mainframe computers. Option B is the correct answer.

They are also more scalable, allowing organizations to purchase and add capacity as needed, without the upfront costs associated with mainframes. Additionally, personal computers offer greater flexibility in terms of software and hardware choices, making it easier to customize and tailor solutions to specific business needs.

Finally, with the increasing availability of cloud-based services, personal computers can easily access powerful computing resources on-demand, without the need for on-premise hardware. All of these factors make personal computers a more cost-effective option for data presentation compared to mainframes.

Therefore, the correct naswer is b. Cost effective.

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Simple Linear Regression The purpose of this exercise is to implement a simple linear regression from scratch. Do not use a library to implement it. You will generate synthetic data using the linear equation y=50x+22The synthetic data will have some random variation to make the problem interesting. - Grading Criteria: The result of your regression should round to the orginal equation. It is not expected to be perfect. - I have a sample notebook that I will be going over in class. That will get you 80% through problem 1 Part 1 - Generate Data 1. Randomly select 20X values between 0 and 100 . Use a uniform distribution.

Answers

For this question, you need to implement a simple linear regression from scratch without using a library. The linear equation that you need to use for this exercise is y=50x+22, which you will use to generate some synthetic data with random variation to make the problem interesting.

Lets discuss more in detail.

To begin, you need to randomly select 20 x values between 0 and 100 using a uniform distribution. To do this, you can use a for loop to iterate through the range of 0 to 100 and randomly select 20 x values.

Once you have your x values, you can then use the linear equation of y=50x+22 to calculate the corresponding y values. Finally, you can use these x and y values to create a linear regression and check if it rounds to the original equation.

Grading criteria: The result of your linear regression should round to the original equation. It is not expected to be perfect.

You can find more detailed steps on how to solve this problem in the sample notebook that will be going over in class. This should get you 80% through problem 1.

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