Bailey Davidson DAT 260 Module Three Assignment
docx
keyboard_arrow_up
School
Southern New Hampshire University *
*We aren’t endorsed by this school
Course
260
Subject
Electrical Engineering
Date
Feb 20, 2024
Type
docx
Pages
2
Uploaded by PrivateMetal11597
DAT 260 Module Three Assignment Big Data Analysis Tools
I.
Tool Comparison Table
Tool
Strengths
Weaknesses
Best Used
Hive
Supports SQL and
based its tool language off of SQL.
Allows users to define tasks using
Java or Python.
Only stores structured data.
High latency.
Hive is great for needing to analyze large data
quickly and easily. I think this will fit well in Medicine (Baturina, 2019).
Spark
Uses in-memory caching to run fast analytic queries.
Supports a variety
of languages for developers (Amazon, 2024)
Does not have its own storage system.
Not for multiple users.
Spark is one of the fastest among other tools and supports developers, therefore it may be best for software engineers.
Flink
It can perform on a large scale.
Real time processing.
“Supports a wide range of connectors to third-party systems” (Taylor, 2024).
Limited long-term
storage.
Reduced data type
storage.
Because of its real-time processing and large-scale abilities, Flink may be best for financial businesses (Baturina, 2019).
Pentaho
Encourages big data to be analyzed at the source.
Offers tools for visualization and reporting.
Slower than other tools.
Even though it is open sourced, support in community is worse than others.
Pentaho is best for
using a tool from beginning to end, for those who have small projects and need to mine, analyze, and then present. Great for small business or contractors to help businesses.
II.
Reflection
I am not sure what field I would like to start my career in. However, I do have experience in medical administration and if I were to continue working in that field I believe the best fit would be between Flink and Hive. I chose Flink simply because it can connect to a lot of third-party systems and it has real-time processing, which in the medical field there are lot of different categories of information that are stored in several different places. Yet, Hive would be amazing because it stores and analyzes a lot of data and can store it too. Therefore, it would be very useful
to be able to access and analyze that information directly from each source. On the other hand, if I were working for a company that had its information nearly all in one source and needed to use it for reporting as well, then Pentaho would be the way to go. If I were to continue in medical administration, I would probably use Hive or Flink to analyze “personalized treatment, patient admissions prediction, and practice management and optimization” (Baturina, 2019). Using the data and finding trends for these reasons would be very beneficial for any provider in the medical field. It will provide patients with better care through knowing what works best and what areas need improving. Resources
An introduction to big data
. Opensource.com. (2024). https://opensource.com/resources/big-data
Baturina, O. (2019, May 2). 40 Stats and Real-Life Examples of How Companies Use Big Data
. ScienceSoft. https://www.scnsoft.com/blog/big-data-use-cases-stats-and-examples#real-
life-examples
Taylor, D. (2024, January 18). Top 15 Big Data Tools and Software (Open Source) 2024
. Guru99. https://www.guru99.com/big-data-tools.html
What is Apache Spark?
. Amazon. (2024). https://aws.amazon.com/what-is/apache-spark/
Your preview ends here
Eager to read complete document? Join bartleby learn and gain access to the full version
- Access to all documents
- Unlimited textbook solutions
- 24/7 expert homework help
Related Documents
Related Questions
True or False:
1. A 16 bit data word will require a minimum of 21 bits of storage space if Hamming code error detection is implemented.
2. When writing data to a memory storage device, the first lines to be set are the data lines
3. An octal counter requires a minimum of four JK flipflops
4. In a microprocessor-based system, Dynamic Ram access times are longer than Static RAM because of the refresh requirement.
5. The clock period of the internal clockof a logic monitor must typically be longer than the clock period of the system being monitored.
6. Dynamic RAM is typically found in the Level I and Level II cache of a microprocessor.
arrow_forward
Question iii please help......
arrow_forward
Explain the arithmetic operations in binary number system and how code conversion is done between binary and decimal numbers.
arrow_forward
Plz solve within 40min I vill give definitely upvote and vill give positive feedback thank you sir
arrow_forward
QUESTION i please help........
arrow_forward
The numbers from 0-9 and a no characters
is the Basic 1 digit seven segment display
* .can show
False
True
In a (CA) method of 7 segments, the
anodes of all the LED segments are
* "connected to the logic "O
False
True
Some times may run out of pins on your
Arduino board and need to not extend it
* .with shift registers
True
False
arrow_forward
29) Write an assembly language program in 8086 microprocessor to find square root of a number.
30) Write an assembly language program in 8086 microprocessor to reverse 16 bit number using 8 bit
operation.
Assume 16 bit number is stored at memory location 2050 and 2051.
31) Write an assembly language program in 8086 microprocessor to divide a 16 bit number by an 8 bit
number.
Assumption – Initial value of each segment register is 00000.
-
Calculation of physical memory address –
Memory Address = Segment Register * 10(H) + offset,
%3D
where Segment Register and Offset is decided on the basis of following table.
arrow_forward
What range of decimal integers can be represented by a. three-bit binary numbers; b. three-digit octal numbers; c. three-digit hexadecimal numbers?
arrow_forward
What are ways to speed up ripple adders? Mark all that apply.
Use faster logic gates.
a.
Eliminate the output carry.
b.
Use the principle of carry lookahead.
C.
Use only multiplexers.
d.
None of the others are ways to speed up ripple adders.
е.
Lf. Design for the specific length of the input binary numbers.
arrow_forward
1) Is it a Mealy machine or Moore machine?
2) Derive simplified expressions for Output z, and next state FF outputs y1+ and y2+ in terms of input w, and present state y1 and y2. Simplify using Boolean manipulation. You need not name specific Boolean properties/Theorems used. Leave final answers in simplest SoP/PoS forms.
3) Derive its encoded State-Transition Table.
4) Using the encoded State-Transition Table from part c, derive the symbolic state-transition table. Define your states. Use S0, S1, S2, and so on for state names.
5) Draw state diagram with all states and all transitions shown clearly.
6) What sequence of input values on wire w is detected by this circuit?
arrow_forward
a) Convert the decimal number - 239 into a
signed binary number using
(1) sign-magnitude method (2) 1's
complement method (3) 2's complement
method
b) If the above decimal number is positive ,
that is + 239, then convert it to a signed
binary number using 1 's complement
method
c) Do the following binary subtraction:
101111111.01111-
001011010.10110
d)Explain Types of RAM?
arrow_forward
dont use others answers
show your work step by step
short answer
Suppose we are given the following subset of binary words, created for a 7-bit memory word with one parity bit: 11100110, 00001000, 10101011, and 11111110. Does this code use even or odd parity? Explain in 1-2 sentences.
arrow_forward
Problem_#08] For the 4-bit parity generator shown, determine the output. It this circuit
generating even or odd parity?
Bit
time
Ao
A1
A2
A3
arrow_forward
Procedure:
1. Design an even/odd parity generator for 4-bit data.
2. Design a parity checker circuit for a 4-bit data.
3. Design a logic circuit for a 3-bit message to be transmitted with an even parity bit.
4. Four data bits are to be transmitted. Design a parity bit generator to give an o/p of 'l' if the
number of logic l's in the message is: (i) odd; (ii) even.
arrow_forward
Q1) Write the assembly language instructions required to convert negative numbers to
positive numbers, for a block of data of size 2kbytes stored at starting address: 6A000H
in the data segment, each of these numbers is an 8-bit signed number.
arrow_forward
SEE MORE QUESTIONS
Recommended textbooks for you

Related Questions
- True or False: 1. A 16 bit data word will require a minimum of 21 bits of storage space if Hamming code error detection is implemented. 2. When writing data to a memory storage device, the first lines to be set are the data lines 3. An octal counter requires a minimum of four JK flipflops 4. In a microprocessor-based system, Dynamic Ram access times are longer than Static RAM because of the refresh requirement. 5. The clock period of the internal clockof a logic monitor must typically be longer than the clock period of the system being monitored. 6. Dynamic RAM is typically found in the Level I and Level II cache of a microprocessor.arrow_forwardQuestion iii please help......arrow_forwardExplain the arithmetic operations in binary number system and how code conversion is done between binary and decimal numbers.arrow_forward
- Plz solve within 40min I vill give definitely upvote and vill give positive feedback thank you sirarrow_forwardQUESTION i please help........arrow_forwardThe numbers from 0-9 and a no characters is the Basic 1 digit seven segment display * .can show False True In a (CA) method of 7 segments, the anodes of all the LED segments are * "connected to the logic "O False True Some times may run out of pins on your Arduino board and need to not extend it * .with shift registers True Falsearrow_forward
- 29) Write an assembly language program in 8086 microprocessor to find square root of a number. 30) Write an assembly language program in 8086 microprocessor to reverse 16 bit number using 8 bit operation. Assume 16 bit number is stored at memory location 2050 and 2051. 31) Write an assembly language program in 8086 microprocessor to divide a 16 bit number by an 8 bit number. Assumption – Initial value of each segment register is 00000. - Calculation of physical memory address – Memory Address = Segment Register * 10(H) + offset, %3D where Segment Register and Offset is decided on the basis of following table.arrow_forwardWhat range of decimal integers can be represented by a. three-bit binary numbers; b. three-digit octal numbers; c. three-digit hexadecimal numbers?arrow_forwardWhat are ways to speed up ripple adders? Mark all that apply. Use faster logic gates. a. Eliminate the output carry. b. Use the principle of carry lookahead. C. Use only multiplexers. d. None of the others are ways to speed up ripple adders. е. Lf. Design for the specific length of the input binary numbers.arrow_forward
- 1) Is it a Mealy machine or Moore machine? 2) Derive simplified expressions for Output z, and next state FF outputs y1+ and y2+ in terms of input w, and present state y1 and y2. Simplify using Boolean manipulation. You need not name specific Boolean properties/Theorems used. Leave final answers in simplest SoP/PoS forms. 3) Derive its encoded State-Transition Table. 4) Using the encoded State-Transition Table from part c, derive the symbolic state-transition table. Define your states. Use S0, S1, S2, and so on for state names. 5) Draw state diagram with all states and all transitions shown clearly. 6) What sequence of input values on wire w is detected by this circuit?arrow_forwarda) Convert the decimal number - 239 into a signed binary number using (1) sign-magnitude method (2) 1's complement method (3) 2's complement method b) If the above decimal number is positive , that is + 239, then convert it to a signed binary number using 1 's complement method c) Do the following binary subtraction: 101111111.01111- 001011010.10110 d)Explain Types of RAM?arrow_forwarddont use others answers show your work step by step short answer Suppose we are given the following subset of binary words, created for a 7-bit memory word with one parity bit: 11100110, 00001000, 10101011, and 11111110. Does this code use even or odd parity? Explain in 1-2 sentences.arrow_forward
arrow_back_ios
SEE MORE QUESTIONS
arrow_forward_ios
Recommended textbooks for you
