Architecture of a Database System
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RDBMS in the Cloud: Deploying SQL Server on AWS
RDBMS in the Cloud: Deploying SQL Server on AWS Darryl Osborne Vlad Vlasceanu June 2015 Amazon Web Services – RDBMS in the Cloud: Deploying SQL Server on AWS May 2015 © 2015, Amazon Web Services, Inc. or its affiliates. All rights reserved. Notices This document is provided for informational purposes only. It represents AWS’s current product offerings and practices as of the date of issue of this document, which are subject to change without notice. Customers are responsible for making their own independent assessment of the information in this document and any use of AWS’s products or services, each of which is provided “as is” without warranty of any kind, whether express or implied. This document does not create any warranties, representations, contractual commitments, conditions or assurances from AWS, its affiliates, suppliers or licensors. The responsibilities and liabilities of AWS to its customers are controlled by AWS agreements, and this document is not part of, nor does it modify, any agreement between AWS and its customers. Page 2 of 67 Amazon Web Services – RDBMS in the Cloud: Deploying SQL Server on AWS May 2015 Contents Abstract 5 SQL Server Solutions on AWS 6 Amazon RDS for SQL Server 6 SQL Server on Amazon EC2 6 Hybrid Scenarios 7 Choosing between SQL Server Solutions on AWS 7 Amazon RDS for SQL Server 9 Starting a Microsoft SQL Server RDS Instance 11 Security 15 Performance Management 19 High Availability 26 Monitoring and Management 27 Managing Cost 30 SQL Server on Amazon EC2 33 Starting a Microsoft SQL Server Instance 33 Security 38 Performance Management 40 High Availability 44 Monitoring and Management 48 Managing Cost 49 Caching 52 Hybrid Scenarios 53 Backups to the Cloud 53 SQL Server Log Shipping – Between On-Premises and Amazon EC2 57 Page 3 of 67 Amazon Web Services – RDBMS in the Cloud: Deploying SQL Server on AWS May 2015 SQL Server AlwaysOn Availability Groups – Between On-Premises and Amazon EC2 58 Amazon RDS Migration Tool 59 Conclusion 60 Further Reading 61 Appendix 62 I. -
Aptum Database Administration Program September 2019 Overview
SERVICE GUIDE APTUM DATABASE ADMINISTRATION PROGRAM SEPTEMBER 2019 OVERVIEW Aptum’s Database Administration (DBA) Program was designed to DBA Plan hours can be leveraged for all database-related activities help our customers reduce the cost of normal operation and the risk of detailed within this document, up to the allocation purchased. If you application and database downtime. require more hours than are purchased in a plan for a given month, any excess will be billed on an hourly basis at the standard Database Customers can work with Aptum’s Solutions Engineers and Certified Administration rate. Database Administrators to obtain assistance with everything from database engine configuration, performance optimization, clustering Included Database Platforms: administration, and replication administration. Microsoft SQL Server To help you achieve your performance goals, we offer our DBA plans in MySQL/MariaDB/Percona block-hour increments: 4 hours* * Hours are monthly and renew at the 1st of each calendar month and do not roll over. Overage rates are applicable only after block hours are consumed. All hours are 8 hours* applicable to the entire solution not per server. 12 hours* 20 hours* THE NEED FOR DATABASE ADMINISTRATION Most applications—especially those that support enterprise processes enable e-commerce, or facilitate collaboration—are database-intensive and demand optimal performance from the database. Applications and database queries may utilize very lean and elegant code, but the structure and configuration of your databases can be a detriment to high performance. There are dozens, sometimes hundreds, of configuration settings that need to be optimally tuned to enhance database performance. When the database is installed, most configuration defaults are applied automatically. -
Software Development Career Pathway
Career Exploration Guide Software Development Career Pathway Information Technology Career Cluster For more information about NYC Career and Technical Education, visit: www.cte.nyc Summer 2018 Getting Started What is software? What Types of Software Can You Develop? Computers and other smart devices are made up of Software includes operating systems—like Windows, Web applications are websites that allow users to contact management system, and PeopleSoft, a hardware and software. Hardware includes all of the Apple, and Google Android—and the applications check email, share documents, and shop online, human resources information system. physical parts of a device, like the power supply, that run on them— like word processors and games. among other things. Users access them with a Mobile applications are programs that can be data storage, and microprocessors. Software contains Software applications can be run directly from a connection to the Internet through a web browser accessed directly through mobile devices like smart instructions that are stored and run by the hardware. device or through a connection to the Internet. like Firefox, Chrome, or Safari. Web browsers are phones and tablets. Many mobile applications have Other names for software are programs or applications. the platforms people use to find, retrieve, and web-based counterparts. display information online. Web browsers are applications too. Desktop applications are programs that are stored on and accessed from a computer or laptop, like Enterprise software are off-the-shelf applications What is Software Development? word processors and spreadsheets. that are customized to the needs of businesses. Popular examples include Salesforce, a customer Software development is the design and creation of Quality Testers test the application to make sure software and is usually done by a team of people. -
Object Oriented Programming
No. 52 March-A pril'1990 $3.95 T H E M TEe H CAL J 0 URN A L COPIA Object Oriented Programming First it was BASIC, then it was structures, now it's objects. C++ afi<;ionados feel, of course, that objects are so powerful, so encompassing that anything could be so defined. I hope they're not placing bets, because if they are, money's no object. C++ 2.0 page 8 An objective view of the newest C++. Training A Neural Network Now that you have a neural network what do you do with it? Part two of a fascinating series. Debugging C page 21 Pointers Using MEM Keep C fro111 (C)rashing your system. An AT Keyboard Interface Use an AT keyboard with your latest project. And More ... Understanding Logic Families EPROM Programming Speeding Up Your AT Keyboard ((CHAOS MADE TO ORDER~ Explore the Magnificent and Infinite World of Fractals with FRAC LS™ AN ELECTRONIC KALEIDOSCOPE OF NATURES GEOMETRYTM With FracTools, you can modify and play with any of the included images, or easily create new ones by marking a region in an existing image or entering the coordinates directly. Filter out areas of the display, change colors in any area, and animate the fractal to create gorgeous and mesmerizing images. Special effects include Strobe, Kaleidoscope, Stained Glass, Horizontal, Vertical and Diagonal Panning, and Mouse Movies. The most spectacular application is the creation of self-running Slide Shows. Include any PCX file from any of the popular "paint" programs. FracTools also includes a Slide Show Programming Language, to bring a higher degree of control to your shows. -
SQL/MX Release 2.0 Best Practices
SQL/MX Best Practices white paper Part number: 540372-003 Second edition: 01/2007 Legal notices © Copyright 2006 Hewlett-Packard Development Company, L.P. The information herein is subject to change without notice. The only warranties for HP products and services are set forth in the express warranty statements accompanying such products and services. Nothing herein should be construed as constituting an additional warranty. HP shall not be liable for technical or editorial errors or omissions contained herein. Printed in the US Part number: 540372-003 Second edition: 01/2007 2 Contents Objectives of This Document Project Planning HP Roles and Responsibilities...............................................................................................................................7 Roles.......................................................................................................................................................................7 Technical Lead................................................................................................................................................7 Database Consultant .....................................................................................................................................7 Extract, Transform, and Load (ETL) Specialist...............................................................................................8 Performance Consultant................................................................................................................................8 -
Existing Cybernetics Foundations - B
SYSTEMS SCIENCE AND CYBERNETICS – Vol. III - Existing Cybernetics Foundations - B. M. Vladimirski EXISTING CYBERNETICS FOUNDATIONS B. M. Vladimirski Rostov State University, Russia Keywords: Cybernetics, system, control, black box, entropy, information theory, mathematical modeling, feedback, homeostasis, hierarchy. Contents 1. Introduction 2. Organization 2.1 Systems and Complexity 2.2 Organizability 2.3 Black Box 3. Modeling 4. Information 4.1 Notion of Information 4.2 Generalized Communication System 4.3 Information Theory 4.4 Principle of Necessary Variety 5. Control 5.1 Essence of Control 5.2 Structure and Functions of a Control System 5.3 Feedback and Homeostasis 6. Conclusions Glossary Bibliography Biographical Sketch Summary Cybernetics is a science that studies systems of any nature that are capable of perceiving, storing, and processing information, as well as of using it for control and regulation. UNESCO – EOLSS The second title of the Norbert Wiener’s book “Cybernetics” reads “Control and Communication in the Animal and the Machine”. However, it is not recognition of the external similaritySAMPLE between the functions of animalsCHAPTERS and machines that Norbert Wiener is credited with. That had been done well before and can be traced back to La Mettrie and Descartes. Nor is it his contribution that he introduced the notion of feedback; that has been known since the times of the creation of the first irrigation systems in ancient Babylon. His distinctive contribution lies in demonstrating that both animals and machines can be combined into a new, wider class of objects which is characterized by the presence of control systems; furthermore, living organisms, including humans and machines, can be talked about in the same language that is suitable for a description of any teleological (goal-directed) systems. -
Database Administrator
PINELLAS COUNTY SCHOOL DISTRICT, FLORIDA PCSB: 8155 FLSA: Exempt Pay Grade: E08 PTS DATABASE ADMINISTRATOR REPORTS TO: Director, Application Support and Development SUPERVISES: Senior Application Specialist Programmer Analyst QUALIFICATIONS: IT-related bachelor’s degree from an accredited college or university preferably in MIS or a related area plus five (5) years progressively responsible experience in programming, systems analysis, systems design work, database programming experience writing and maintaining complex database objects using Microsoft SQL Server to include three (3) years of information systems project management experience. Database management and experience using DB2, MySQL, SQL Server Integration Services, SQL Server Analysis Services and SQL Server Reporting Services is required. Experience with hardware and applications required; or an equivalent combination of education, training, and related Pinellas County School Board experience. Microsoft technology certification desired in Microsoft Certified Professional (MCP), Microsoft Certified Application Developer (MCAD), Microsoft Certified Solution Developer (MCSD), and/or Microsoft Certified Database Administrator (MCDBA). MAJOR FUNCTION Responsible for creating data structures and database management capabilities to enable the development of application solutions involving operational databases and solutions utilizing business intelligence and data warehousing databases. Accomplishes this with strong troubleshooting, performance tuning skills, strong problem-solving, -
Form Follows Function Model-Driven Engineering for Clinical Trials
Form Follows Function Model-Driven Engineering for Clinical Trials Jim Davies1, Jeremy Gibbons1, Radu Calinescu2, Charles Crichton1, Steve Harris1, and Andrew Tsui1 1 Department of Computer Science, University of Oxford Wolfson Building, Parks Road, Oxford OX1 3QD, UK http://www.cs.ox.ac.uk/firstname.lastname/ 2 Computer Science Research Group, Aston University Aston Triangle, Birmingham B4 7ET, UK http://www-users.aston.ac.uk/~calinerc/ Abstract. We argue that, for certain constrained domains, elaborate model transformation technologies|implemented from scratch in general- purpose programming languages|are unnecessary for model-driven en- gineering; instead, lightweight configuration of commercial off-the-shelf productivity tools suffices. In particular, in the CancerGrid project, we have been developing model-driven techniques for the generation of soft- ware tools to support clinical trials. A domain metamodel captures the community's best practice in trial design. A scientist authors a trial pro- tocol, modelling their trial by instantiating the metamodel; customized software artifacts to support trial execution are generated automati- cally from the scientist's model. The metamodel is expressed as an XML Schema, in such a way that it can be instantiated by completing a form to generate a conformant XML document. The same process works at a second level for trial execution: among the artifacts generated from the protocol are models of the data to be collected, and the clinician conduct- ing the trial instantiates such models in reporting observations|again by completing a form to create a conformant XML document, represent- ing the data gathered during that observation. Simple standard form management tools are all that is needed. -
Introduction to Cybernetics and the Design of Systems
Introduction to Cybernetics and the Design of Systems © Hugh Dubberly & Paul Pangaro 2004 Cybernetics named From Greek ‘kubernetes’ — same root as ‘steering’ — becomes ‘governor’ in Latin Steering wind or tide course set Steering wind or tide course set Steering wind or tide course set Steering wind or tide course set correction of error Steering wind or tide course set correction of error Steering wind or tide course set correction of error correction of error Steering wind or tide course set correction of error correction of error Steering wind or tide course set correction of error correction of error Cybernetics named From Greek ‘kubernetes’ — same root as ‘steering’ — becomes ‘governor’ in Latin Cybernetic point-of-view - system has goal - system acts, aims toward the goal - environment affects aim - information returns to system — ‘feedback’ - system measures difference between state and goal — detects ‘error’ - system corrects action to aim toward goal - repeat Steering as a feedback loop compares heading with goal of reaching port adjusts rudder to correct heading ship’s heading Steering as a feedback loop detection of error compares heading with goal of reaching port adjusts rudder feedback to correct heading correction of error ship’s heading Automation of feedback thermostat heater temperature of room air Automation of feedback thermostat compares to setpoint and, if below, activates measured by heater raises temperature of room air The feedback loop ‘Cybernetics introduces for the first time — and not only by saying it, but -
The Lightning Memory-Mapped Database
The Lightning Memory-Mapped Database Howard Chu CTO, Symas Corp. [email protected] Chief Architect, OpenLDAP [email protected] 2015-09-21 OpenLDAP Project ● Open source code project ● Founded 1998 ● Three core team members ● A dozen or so contributors ● Feature releases every 12-18 months ● Maintenance releases as needed 2 A Word About Symas ● Founded 1999 ● Founders from Enterprise Software world – platinum Technology (Locus Computing) – IBM ● Howard joined OpenLDAP in 1999 – One of the Core Team members – Appointed Chief Architect January 2007 ● No debt, no VC investments: self-funded 3 Intro ● Howard Chu – Founder and CTO Symas Corp. – Developing Free/Open Source software since 1980s ● GNU compiler toolchain, e.g. "gmake -j", etc. ● Many other projects... – Worked for NASA/JPL, wrote software for Space Shuttle, etc. 4 Topics (1) Background (2) Features (3) Design Approach (4) Internals (5) Special Features (6) Results 5 (1) Background ● API inspired by Berkeley DB (BDB) – OpenLDAP has used BDB extensively since 1999 – Deep experience with pros and cons of BDB design and implementation – Omits BDB features that were found to be of no benefit ● e.g. extensible hashing – Avoids BDB characteristics that were problematic ● e.g. cache tuning, complex locking, transaction logs, recovery 6 (2) Features LMDB At A Glance ● Key/Value store using B+trees ● Fully transactional, ACID compliant ● MVCC, readers never block ● Uses memory-mapped files, needs no tuning ● Crash-proof, no recovery needed after restart ● Highly optimized, extremely compact – under 40KB object code, fits in CPU L1 I$ ● Runs on most modern OSs – Linux, Android, *BSD, MacOSX, iOS, Solaris, Windows, etc.. -
Oracle & Innodb
MySQL for the SQL Server DBA Mike Frank, Product Manager - Oracle/MySQL Agenda • MySQL Overview • Use Cases • Comparing Feature Sets • Tools Overview • Next Steps © 2010 Oracle Corporation 2 About MySQL • 15 years of development • 1412 Years million of active Development installations • 750+70,000+ Partners downloads each day • 70K+#3 most Downloads deployed database Per Day • Up to 90% lower TCO than proprietary database offerings Customers across every major operating system, hardware Customersvendor, across geography, every industry,major operating and application system, hardwaretype vendor, geography, industry, and application type High Performance. Reliable. Easy to Use. © 2010 Oracle Corporation 3 Industry Leading Customers Web / Web 2.0 OEM / ISV's SaaS, Hosting, Cloud Computing Telecommunications Enterprise 2.0 © 2010 Oracle Corporation 4 Why MySQL? © 2010 Oracle Corporation 5 Why MySQL? • Lower TCO • Performance – “Up to 90% Faster Query Response Times” • Scalability – “Up to 16-way x86 Servers” – “Up to 64-way CMT Servers” • Reliability – Up to five 9s with MySQL Cluster • Ease of Use – Up and running in 15 minutes – MySQL Enterprise Monitor – MySQL Workbench • Open Source http://www.mysql.com/why-mysql/benchmarks/ © 2010 Oracle Corporation 6 Popular on Windows • 45,000 downloads per day for Windows packages • Server • Tools • Connectors • MySQL Survey 2009 • 66% percent used Windows for development • 48% deployed on Windows for production © 2010 Oracle Corporation 7 Lower Total Cost of Ownership • Compared to SQL Server Enterprise Edition • Per Server vs Per CPU • No Upfront Licensing • Example: – 6 Servers – 2 CPUs per Server – 88% Savings! • MySQL Enterprise – 24x7 Production Support – Enterprise Monitor – Enterprise Binaries • MySQL Enterprise Unlimited – Unlimited Servers at a Low Fixed Cost © 2010 Oracle Corporation 8 Use Cases/Application Scenarios © 2010 Oracle Corporation 9 Why MySQL? - Web Infrastructure 1. -
Sqlite Database Schema Table
Sqlite Database Schema Table Bartholemy is improvably stay-at-home after vicarial Price irrigated his chokies unconquerably. Drawn Patty freeze-drying some etching after squirearchical Jed concentrate overleaf. Snappier and stretching Milt supplant her recti caterwauls while Drew bestraddles some trumpeters telepathically. On the left view that has a field titled Column. Contains a database tables have learned c programming language which contains information than one side go up his financial records contain a query to insert. There heard a few options when it starts. Instead of defining database tables in SQL you write Django models in Python. An object to be converted: a character vectorfor strptime, an object which can be converted to POSIXlt for strftime. Each database before, all tables matching row in a new record header value will be read and close last. Tables can be newly created appended to or overwritten. Close the terminal and open it again. Did you find this article helpful? Tree cells may be distributed throughout the fine content beautiful and but be interspersed with blocks of unused space. Because each record contains facts about a product, as well as facts about a supplier, you cannot delete one without deleting the other. For example, order you currently keep my customer being on index cards. Each schema and saving them, update an alias of table schema. Determining the relationships between tables helps you rather that field have paid right tables and columns. These tables schema table doctors table in sqlite was build with linkedin xray search. Some modification to the definition of equivalent databases perhaps.