COMP5349 – Cloud Computing Week 11: Consistency in Cloud Storage and DB Services Dr. Ying Zhou School of Computer Science Outline n Consistency in Cloud Storage and DB Services Individual customized solutions n Paxos Algorithm COMP5349 “Cloud Computing” – 2020 (Y. Zhou ) 11-2 Cloud Storage and DB Services n Run on a large fleet […]
COMP20008 Elements of Data Processing Experimental Design Semester 1, 2020 Contact: uwe.aickelin@unimelb.edu.au Where are we now? 2 Supervised vs Unsupervised Learning 3 Experimental Design • Feature Selection • Dimensionality Reduction • Performance Evaluation • Real-world Example – Medical Datamining 4 Feature Selection 5 Feature selection for machine learning • A series of data wrangling steps
COMP5349– Cloud Computing Week 1: Introduction to Cloud Computing Dr. Ying Zhou School of Computer Science Outline Cloud in layman term A brief history of Cloud Cloud official definition The Role of Data Centers COMP5349 “Cloud Computing” – 2020 (Ying Zhou) 01-2 What is “Cloud”? Informally, we may view cloud computing
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COMP20008 Elements of Data Processing Semester 1 2020 Lecture 20: Differential Privacy – Local and Global Plan today • An introduction to differential privacy What to do? “The future of privacy is lying” – (April 10 2013, Matt Buchanan, New Yorker) A Simple Example • Negative data survey – ask people to lie, and then
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School of Computer Science Dr. Ying Zhou COMP5349: Cloud Computing Sem. 1/2020 Week 11: Cloud Storage and Database Services 14.05.2020 Question 1: Bigtable storage model and read/write behaviour Assume an Google Bigtable cluster consisting of 1 master and a few tablet servers. There is also A Chubby service storing important meta data of the cluster.
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COMP20008 Elements of data processing Semester 1 2020 Lecture 5: Web crawling and text search Web – the repository of data A large amount of text data is on the Web. Web crawling is a method to get the data from the web. We will cover: • Web crawling and scraping; getting text data from
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COMP5349 – Cloud Computing Week 2: Virtualization Technology Dr. Ying Zhou School of Computer Science Outline Virtualization Technology Overview Definition Early Examples Technology areas and subareas Server Virtualization Resource managements Brief Intro to AWS EC2 and Related Concepts COMP5349 “Cloud Computing” – 2020 (Y. Zhou) 02-2 Last Week
COMP5349 – Cloud Computing Week 13: Course Review and Exam Info Dr. Ying Zhou School of Computer Science COMP5349 Schedule in 2019 Week Week 1 Week 2 Week 3 Week 4 Week 5 Topic Cloud Computing Overview and Service Models Virtualization Technology Container Technology Map/Reduce Framework Spark Framework Week 6 Week 7 Distributed Execution: HDFS
School of Computer Science Dr. Ying Zhou COMP5349: Cloud Computing Sem. 1/2020 Week 11: Cloud Storage and Database Services Example Solution Question 1: Bigtable storage model and read/write behaviour Assume an Google Bigtable cluster consisting of 1 master and a few tablet servers. There is also A Chubby service storing important meta data of the
Student ID number: ________________ ____ Instructions: Pages : 5 Questions : 20 UNIVERSITY OF TASMANIA EXAMINATIONS FOR DEGREES AND DIPLOMAS Semester 1, 2017 KIT202 Secure Web Programming Examiners Soonja Yeom Amanda Lunt Time allowed: TWO (2) hours Reading Time: FIFTEEN (15) minutes There are a total of 120 marks available. Answer ALL questions. Section A
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