Are you faced with the formidable task of tackling a complex cloud computing project, like the one outlined here, and in need of expert guidance? Developing scalable cloud solutions and working with extensive datasets can often present a daunting challenge. Whether you're a student seeking to conquer Spark frameworks and data computation tasks or a professional looking to refine your cloud computing skills, look no further.
What do we offer?
At CodersArts, we appreciate the intricacies of building complex, scalable cloud solutions and handling large datasets. In this project, we delve into the world of big data, where we programmatically acquire, store, preprocess, and perform data computation tasks on the extensive BGL dataset using Spark frameworks and best-practice design patterns. We will provide you with the answers to critical questions like identifying fatal log entries, calculating average error detection times, and uncovering patterns within the data. This project exemplifies our expertise in cloud computing and data processing.
Get Assignment Solution
We providing a sample assignment below, and if you're in need of a solution for this assignment or have similar tasks at hand, don't hesitate to reach out. We specialize in delivering comprehensive solutions for complex assignments like the one presented here, and we're here to assist you. Our expertise extends beyond this project; we offer solutions for a wide range of assignments in fields such as cloud computing, big data analytics, and more. Feel free to contact us to learn how CodersArts can provide you with top-notch solutions tailored to your specific needs.
In this project, you are required to develop a complex scalable cloud computing solution, which should be informed by best practice in the domain and documented in the form of a conference- style report. You will also be required to provide a complete archive of the code you developed and to prepare a video presentation demonstrating your working solution.
The data set
BGL is an open data set of logs collected from a BlueGene/L supercomputer at Lawrence Livermore National Labs. It is equipped with 131,072 processors and 32,768GB memory.
The log file can be downloaded from Zenodo1. A sample line from the log file is shown below.
- 1121707460 2005.07.18 R23-M1-N0-C:J05-U01 2005-07-18-10.24.20.440509 R23-M1-N0-C:J05-U01 RAS
KERNEL INFO generating core.7663
This can be parsed as show in table 1 below.
Note that the first column may contain values other than the alert message flag.
For this project you are required to programmatically acquire, store, pre-process, and perform data computation tasks on the BGL data set using Spark frameworks and appropriate design patterns. The data computation tasks should provide answers to the questions listed below.
We have to
How many fatal log entries in the month of September resulted from a "major internal error"?
For each month, what is the average number of seconds during which EDRAM errors were detected and corrected?
What are the top 5 most frequently occurring dates in the log?
What are the top 5 most frequently occurring days of the week in the log?
What are the top 5 most frequently occurring nodes in the log?
What are the top 5 most frequently occurring hours in the log?
Which node generated the largest number APPSEV events?
Which node generated the smallest number of KERNRTSP events?
Which node generated the largest number of APPBUSY events?
Which node generated the smallest number of APPUNAV events?
On which date was the latest fatal kernel error resulting in an rts panic?
All code used on the project must be submitted as a single gz archive. The submitted code must be thoroughly commented.
The root directory of the archive should contain a plain text file name readme.txt that provides clear instructions to re-run your code to verify the results obtained.
Submission of the code artefact is mandatory. Non-submission will result in you being marked as not present (NP) for the entire project.
Deliverables You Can Expect
At CodersArts, we've got you covered every step of the way. When you choose us to assist with assignments like this one, you can expect a comprehensive package. We will provide all the necessary information and resources you need to excel in this project. From the code artifacts to a thoroughly documented conference-style report, we ensure that you receive a complete solution. Additionally, we'll prepare a video presentation showcasing the working solution, making it easier for you to understand the intricate aspects of the project. Your success is our top priority, and we're committed to providing you with all the support you require to excel in assignments like this. Don't hesitate to get in touch with us and experience our dedication to your academic and professional success.
How We Can Help You Overcome Challenges
CodersArts provides customized solutions to conquer the complexities of this project:
Expert Cloud Computing Guidance: Our seasoned experts in cloud computing offer comprehensive guidance for tackling intricate tasks using Spark frameworks and best design patterns.
Efficient Data Processing: We teach you techniques to efficiently acquire, store, and preprocess extensive datasets, optimizing your data computation tasks for better performance.
Error Handling: Receive timely assistance in debugging and resolving issues that might arise during the development and execution of your cloud computing solution.
Tailored Support: We provide one-on-one support, tailored to your specific project needs, ensuring that you have the resources and guidance necessary to succeed in your cloud computing endeavors.
Why Choose CodersArts Expertise
Our team is composed of seasoned cloud computing experts with a wealth of industry experience.
Tailored Solutions: We customize our support to your proficiency level and the unique demands of your project, ensuring a perfect fit for your requirements.
Timely Support: We recognize the importance of meeting deadlines, and we provide swift assistance to keep your project on track.
In-Depth Understanding: Our commitment goes beyond completing your assignment; we make sure you thoroughly comprehend the core concepts of cloud computing and data processing.
Affordability: We offer competitive pricing, making expert guidance in cloud computing and big data analytics within reach for all.
If you're in search of a solution for this assignment or require assistance with similar projects, feel free to get in touch with us via email at email@example.com. We're dedicated to providing you with the best solutions tailored to your specific needs. Your success is our priority, and we look forward to being your trusted partner in conquering complex assignments and projects. Reach out to us today and experience the difference CodersArts can make in your academic and professional journey.