Mammoth Knowledge Storage and Processing Continuous Assessment Programme Title: MSc in Knowledge Analytics Module Title(s): Mammoth Knowledge Storage and Processing Project Kind: Particular individual Weighting(s): Mammoth Knowledge Storage and Processing \u2013 100% Capped at 40%<\/p>\n
Project Title: MSC_DA_ BDv9\u00a0 Repeat Scenario Date: June, 2026 Due Date: Sunday, twenty sixth July 2026 at 23:59 Unhurried Submission Penalty: Unhurried Submissions Will No longer be accredited Come of Submission: Moodle Employ the submission link on the Evolved Knowledge Analytics Module page<\/p>\n
Suggestions Date: After exam board Finding out Outcomes On profitable completion of this module the learner could be in a suppose to:<\/p>\n
Severely assess the solutions storage and management requirements of a given files mission from a contemporary level of view and take beneath consideration obstacles of legacy approaches to Mammoth Knowledge. (Linked to PLO 3) Assess the keep ideas and architectural patterns of disbursed Mammoth Knowledge systems and analyse the parts that plot their abilities stack. (Linked to PLO 1, PLO 2) Severely take beneath consideration and make a selection a Mammoth Knowledge surroundings correct for retrieving and processing a given Mammoth Knowledge location, keep files management operations and make a selection appropriate analytic algorithms for the essential scale and proceed. (Linked to PLO 2, PLO 3) Assess the purposeful differences between unique extensive files environments and the particularities Assessment Activity College students are urged to learn about and hold to the submission requirements documented after the assessment assignment.<\/p>\n
It is Required that you simply utilize GitHub Faculty room as your version lend a hand an eye fixed on repository and masses others with fashioned commits of code and document variations. You are going to be in a suppose to be called to a Viva to defend your work.<\/p>\n
Please pick up the GitHub Faculty room link below:<\/p>\n
https:\/\/faculty room.github.com\/a\/dVkmg3sO<\/p>\n
You have to presumably also no longer upload a PDF doc for your document, It MUST be a observe doc. This is No longer a Scientific Paper and can must mute be formatted in fashioned document format including index, appendix, and masses others.<\/p>\n
In this continuous assessment, You are required to title and operate an prognosis of a tidy dataset the use of the energy AND the weather files Supplied. This files can must mute be stored as requested below<\/p>\n
Your mission must incorporate the next aspects:<\/p>\n
Utilisation of a disbursed files processing surroundings (e.g., Hadoop Method-decrease or Spark), for some fragment of the prognosis. Source dataset(s) will even be stored into an appropriate SQL\/ NoSQL database(s) before processing by MapReduce \/ Spark (HBase \/ HIVE \/ Spark SQL \/Cassandra \/ MongoDB \/ and masses others.) The guidelines will even be populated into the NoSQL database the use of an appropriate tool (Hadoop\/ Spark and masses others.) Post Method-decrease processing dataset(s) will even be stored into an appropriate NoSQL database(s) (Discover a the same different as in the earlier step) Store the solutions and then apply-up prognosis on the output files. It is going to also be extracted from the NoSQL database into one other format, the use of an appropriate tool, if essential (e.g. extract to CSV to import into R\/ Python and masses others.). Devise and implement a test approach in present to keep a comparative prognosis of the capabilities of any two databases (MySQL, MongoDB, Cassandra, HBase and CouchDB) when it comes to the performance. You are going to must mute document a location of appropriate metrics and keep a quantitative prognosis for comparability capabilities between the 2 chosen database systems. Provide evidence and justification of your sequence of sentiment extraction tactics. Deliverables The outcomes of the prognosis can must mute be presented in the plot of a mission document. This document can must mute explain about the storage and processing of big files. The document can must mute be 2500 \u00b1 10% phrases in length (with the exception of references, titles, and code) and must apply the Harvard types format as well to employing appropriate referencing programs and tutorial writing style. The document can must mute consist of the next:<\/p>\n
Mammoth Knowledge Crucial parts of the solutions storage and processing actions utilized, including preparation of the solutions and processing the solutions in a MapReduce\/ Spark surroundings;[0-30] Comparative prognosis for as a minimal two databases (one SQL and as a minimal one NOSQL) the use of YCSB.[0-30] A discussion of the rationale and justification for the selections it is most likely you’ll per chance also have made when it comes to files processing and storage, programming language different, that it is most likely you’ll presumably be also have utilized.[0-20] Place the structure for the processing of big files the use of the total essential applied sciences (HADOOP\/SPARK,NOSQL\/SQL databases and programming). Most as a lot as date your Place in the plot of a plot and discussion for your document .[0-20] Present that MapReduce-style processing in this instance is belief about to consist of platforms equivalent to Apache Spark.<\/p>\n
Submission Submission Requirements All assessment submissions must meet the minimal requirements listed below. Failure to operate so can also have implications for the mark awarded.<\/p>\n
All assessment submissions must:<\/p>\n
2500 phrases +- 10% (with the exception of references, titles, citations and quotes) Observe Doc for document (No PDF\u2019s), Jupyter notebook for code, Screencast for purposeful demonstration. Be submitted by the closing date date specified or be field to unhurried submission penalties Be submitted by intention of Moodle upload Employ Harvard Referencing when citing third occasion field topic Be the coed\u2019s possess work. Consist of the CCT assessment quilt page. Continuous Assessment Rubric Criteria 70+ (Comely) 60-69 (Very Lawful) 50-59 (Lawful) 40-49 (Bolt) <=39(Fail)<\/p>\n
Mammoth Knowledge Storage and Processing Continuous Assessment Programme Title: MSc in Knowledge Analytics Module Title(s): Mammoth Knowledge Storage and Processing Project Kind: Particular individual Weighting(s): Mammoth Knowledge Storage and Processing \u2013 100% Capped at 40% Project Title: MSC_DA_ BDv9\u00a0 Repeat Scenario Date: June, 2026 Due Date: Sunday, twenty sixth July 2026 at 23:59 Unhurried Submission […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-32227","post","type-post","status-publish","format-standard","hentry","category-solutions"],"_links":{"self":[{"href":"https:\/\/academicwritersbay.com\/solutions\/wp-json\/wp\/v2\/posts\/32227","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/academicwritersbay.com\/solutions\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/academicwritersbay.com\/solutions\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/academicwritersbay.com\/solutions\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/academicwritersbay.com\/solutions\/wp-json\/wp\/v2\/comments?post=32227"}],"version-history":[{"count":0,"href":"https:\/\/academicwritersbay.com\/solutions\/wp-json\/wp\/v2\/posts\/32227\/revisions"}],"wp:attachment":[{"href":"https:\/\/academicwritersbay.com\/solutions\/wp-json\/wp\/v2\/media?parent=32227"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/academicwritersbay.com\/solutions\/wp-json\/wp\/v2\/categories?post=32227"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/academicwritersbay.com\/solutions\/wp-json\/wp\/v2\/tags?post=32227"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}