Amazon Mechanical Turk Getting Started Guide API Version 2013-11-15 Amazon Mechanical Turk Getting Started Guide
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Timeline 1994 July Company Incorporated 1995 July Amazon
Timeline 1994 July Company Incorporated 1995 July Amazon.com Sells First Book, “Fluid Concepts & Creative Analogies: Computer Models of the Fundamental Mechanisms of Thought” 1996 July Launches Amazon.com Associates Program 1997 May Announces IPO, Begins Trading on NASDAQ Under “AMZN” September Introduces 1-ClickTM Shopping November Opens Fulfillment Center in New Castle, Delaware 1998 February Launches Amazon.com Advantage Program April Acquires Internet Movie Database June Opens Music Store October Launches First International Sites, Amazon.co.uk (UK) and Amazon.de (Germany) November Opens DVD/Video Store 1999 January Opens Fulfillment Center in Fernley, Nevada March Launches Amazon.com Auctions April Opens Fulfillment Center in Coffeyville, Kansas May Opens Fulfillment Centers in Campbellsville and Lexington, Kentucky June Acquires Alexa Internet July Opens Consumer Electronics, and Toys & Games Stores September Launches zShops October Opens Customer Service Center in Tacoma, Washington Acquires Tool Crib of the North’s Online and Catalog Sales Division November Opens Home Improvement, Software, Video Games and Gift Ideas Stores December Jeff Bezos Named TIME Magazine “Person Of The Year” 2000 January Opens Customer Service Center in Huntington, West Virginia May Opens Kitchen Store August Announces Toys “R” Us Alliance Launches Amazon.fr (France) October Opens Camera & Photo Store November Launches Amazon.co.jp (Japan) Launches Marketplace Introduces First Free Super Saver Shipping Offer (Orders Over $100) 2001 April Announces Borders Group Alliance August Introduces In-Store Pick Up September Announces Target Stores Alliance October Introduces Look Inside The BookTM 2002 June Launches Amazon.ca (Canada) July Launches Amazon Web Services August Lowers Free Super Saver Shipping Threshold to $25 September Opens Office Products Store November Opens Apparel & Accessories Store 2003 April Announces National Basketball Association Alliance June Launches Amazon Services, Inc. -
Amazon Web Services: Overview of Security Processes
Amazon Web Services: Overview of Security Processes March 2020 For the latest technical content, see Best Practices for Security, Identity & Compliance https://aws.amazon.com/architecture/ security-identity-compliance Archived Notices Customers are responsible for making their own independent assessment of the information in this document. This document: (a) is for informational purposes only, (b) represents current AWS product offerings and practices, which are subject to change without notice, and (c) does not create any commitments or assurances from AWS and its affiliates, suppliers or licensors. AWS products or services are provided “as is” without warranties, representations, or conditions of any kind, whether express or implied. 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. © 2020 Amazon Web Services, Inc. or its affiliates. All rights reserved. Archived Contents Introduction .......................................................................................................................... 1 Shared Security Responsibility Model ................................................................................ 1 AWS Security Responsibilities ......................................................................................... 2 Customer Security Responsibilities ................................................................................. 2 AWS Global Infrastructure Security -
Performance at Scale with Amazon Elasticache
Performance at Scale with Amazon ElastiCache July 2019 Notices Customers are responsible for making their own independent assessment of the information in this document. This document: (a) is for informational purposes only, (b) represents current AWS product offerings and practices, which are subject to change without notice, and (c) does not create any commitments or assurances from AWS and its affiliates, suppliers or licensors. AWS products or services are provided “as is” without warranties, representations, or conditions of any kind, whether express or implied. 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. © 2019 Amazon Web Services, Inc. or its affiliates. All rights reserved. Contents Introduction .......................................................................................................................... 1 ElastiCache Overview ......................................................................................................... 2 Alternatives to ElastiCache ................................................................................................. 2 Memcached vs. Redis ......................................................................................................... 3 ElastiCache for Memcached ............................................................................................... 5 Architecture with ElastiCache for Memcached ............................................................... -
Performance Efficiency Pillar
Performance Efficiency Pillar AWS Well-Architected Framework Performance Efficiency Pillar AWS Well-Architected Framework Performance Efficiency Pillar: AWS Well-Architected Framework Copyright © Amazon Web Services, Inc. and/or its affiliates. All rights reserved. Amazon's trademarks and trade dress may not be used in connection with any product or service that is not Amazon's, in any manner that is likely to cause confusion among customers, or in any manner that disparages or discredits Amazon. All other trademarks not owned by Amazon are the property of their respective owners, who may or may not be affiliated with, connected to, or sponsored by Amazon. Performance Efficiency Pillar AWS Well-Architected Framework Table of Contents Abstract and Introduction ................................................................................................................... 1 Abstract .................................................................................................................................... 1 Introduction .............................................................................................................................. 1 Performance Efficiency ....................................................................................................................... 2 Design Principles ........................................................................................................................ 2 Definition ................................................................................................................................. -
Amazon Silk Developer Guide Amazon Silk Developer Guide
Amazon Silk Developer Guide Amazon Silk Developer Guide Amazon Silk: Developer Guide Copyright © 2015 Amazon Web Services, Inc. and/or its affiliates. All rights reserved. The following are trademarks of Amazon Web Services, Inc.: Amazon, Amazon Web Services Design, AWS, Amazon CloudFront, AWS CloudTrail, AWS CodeDeploy, Amazon Cognito, Amazon DevPay, DynamoDB, ElastiCache, Amazon EC2, Amazon Elastic Compute Cloud, Amazon Glacier, Amazon Kinesis, Kindle, Kindle Fire, AWS Marketplace Design, Mechanical Turk, Amazon Redshift, Amazon Route 53, Amazon S3, Amazon VPC, and Amazon WorkDocs. In addition, Amazon.com graphics, logos, page headers, button icons, scripts, and service names are trademarks, or trade dress of Amazon in the U.S. and/or other countries. Amazon©s trademarks and trade dress may not be used in connection with any product or service that is not Amazon©s, in any manner that is likely to cause confusion among customers, or in any manner that disparages or discredits Amazon. All other trademarks not owned by Amazon are the property of their respective owners, who may or may not be affiliated with, connected to, or sponsored by Amazon. AWS documentation posted on the Alpha server is for internal testing and review purposes only. It is not intended for external customers. Amazon Silk Developer Guide Table of Contents What Is Amazon Silk? .................................................................................................................... 1 Split Browser Architecture ...................................................................................................... -
A Data-Driven Analysis of Workers' Earnings on Amazon Mechanical Turk
A Data-Driven Analysis of Workers’ Earnings on Amazon Mechanical Turk Kotaro Hara1,2, Abi Adams3, Kristy Milland4,5, Saiph Savage6, Chris Callison-Burch7, Jeffrey P. Bigham1 1Carnegie Mellon University, 2Singapore Management University, 3University of Oxford 4McMaster University, 5TurkerNation.com, 6West Virginia University, 7University of Pennsylvania [email protected] ABSTRACT temporarily out-of-work engineers to work [1,4,39,46,65]. A growing number of people are working as part of on-line crowd work. Crowd work is often thought to be low wage Yet, despite the potential for crowdsourcing platforms to work. However, we know little about the wage distribution extend the scope of the labor market, many are concerned in practice and what causes low/high earnings in this that workers on crowdsourcing markets are treated unfairly setting. We recorded 2,676 workers performing 3.8 million [19,38,39,42,47,59]. Concerns about low earnings on crowd tasks on Amazon Mechanical Turk. Our task-level analysis work platforms have been voiced repeatedly. Past research revealed that workers earned a median hourly wage of only has found evidence that workers typically earn a fraction of ~$2/h, and only 4% earned more than $7.25/h. While the the U.S. minimum wage [34,35,37–39,49] and many average requester pays more than $11/h, lower-paying workers report not being paid for adequately completed requesters post much more work. Our wage calculations are tasks [38,51]. This is problematic as income generation is influenced by how unpaid work is accounted for, e.g., time the primary motivation of workers [4,13,46,49]. -
Amazon Elasticache Deep Dive Powering Modern Applications with Low Latency and High Throughput
Amazon ElastiCache Deep Dive Powering modern applications with low latency and high throughput Michael Labib Sr. Manager, Non-Relational Databases © 2020, Amazon Web Services, Inc. or its Affiliates. Agenda • Introduction to Amazon ElastiCache • Redis Topologies & Features • ElastiCache Use Cases • Monitoring, Sizing & Best Practices © 2020, Amazon Web Services, Inc. or its Affiliates. Introduction to Amazon ElastiCache © 2020, Amazon Web Services, Inc. or its Affiliates. Purpose-built databases © 2020, Amazon Web Services, Inc. or its Affiliates. Purpose-built databases © 2020, Amazon Web Services, Inc. or its Affiliates. Modern real-time applications require Performance, Scale & Availability Users 1M+ Data volume Terabytes—petabytes Locality Global Performance Microsecond latency Request rate Millions per second Access Mobile, IoT, devices Scale Up-out-in E-Commerce Media Social Online Shared economy Economics Pay-as-you-go streaming media gaming Developer access Open API © 2020, Amazon Web Services, Inc. or its Affiliates. Amazon ElastiCache – Fully Managed Service Redis & Extreme Secure Easily scales to Memcached compatible performance and reliable massive workloads Fully compatible with In-memory data store Network isolation, encryption Scale writes and open source Redis and cache for microsecond at rest/transit, HIPAA, PCI, reads with sharding and Memcached response times FedRAMP, multi AZ, and and replicas automatic failover © 2020, Amazon Web Services, Inc. or its Affiliates. What is Redis? Initially released in 2009, Redis provides: • Complex data structures: Strings, Lists, Sets, Sorted Sets, Hash Maps, HyperLogLog, Geospatial, and Streams • High-availability through replication • Scalability through online sharding • Persistence via snapshot / restore • Multi-key atomic operations A high-speed, in-memory, non-Relational data store. • LUA scripting Customers love that Redis is easy to use. -
Transform Your Business with Amazon Web Services and Salesforce Collaborative Solutions to Innovate Customer Experience
AWS and Salesforce Transform Your Business with Amazon Web Services and Salesforce Collaborative Solutions to Innovate Customer Experience AWS and Salesforce Together Enterprises around the world need to continually transform their business and the experience they provide their customers to thrive. Doing so however, requires the agility to experiment frequently and the resources to innovate quickly. Amazon Web Services and Salesforce have collaborated to help you fulfll these requirements. By bringing together the world’s most comprehensive and broadly adopted cloud platform with the leading Customer Relationship Management (CRM) ofering, you are able to leverage fully featured services for compute, storage, databases, networking, analytics, machine learning and artifcial intelligence (AI), the Internet of Things (IoT), mobile, security, hybrid, virtual and augmented reality (VR and AR), media, and application development, deployment, and management in tandem with the backbone for your customer engagements. A shared culture of customer-driven innovation means you’ll continually get the latest technology advances at your disposal. Key Benefts AWS and Salesforce share a strategic relationship, encompassing technical alignment and joint development. Many Salesforce products run on AWS. In addition, Salesforce customers can build on AWS to extend their Salesforce capabilities. Whether you are simply using Salesforce SaaS applications that run on AWS, or leveraging AWS to extend Salesforce capabilities, this collaboration provides a multitude -
Amazon Mechanical Turk Developer Guide API Version 2017-01-17 Amazon Mechanical Turk Developer Guide
Amazon Mechanical Turk Developer Guide API Version 2017-01-17 Amazon Mechanical Turk Developer Guide Amazon Mechanical Turk: Developer Guide Copyright © Amazon Web Services, Inc. and/or its affiliates. All rights reserved. Amazon's trademarks and trade dress may not be used in connection with any product or service that is not Amazon's, in any manner that is likely to cause confusion among customers, or in any manner that disparages or discredits Amazon. All other trademarks not owned by Amazon are the property of their respective owners, who may or may not be affiliated with, connected to, or sponsored by Amazon. Amazon Mechanical Turk Developer Guide Table of Contents What is Amazon Mechanical Turk? ........................................................................................................ 1 Mechanical Turk marketplace ....................................................................................................... 1 Marketplace rules ............................................................................................................... 2 The sandbox marketplace .................................................................................................... 2 Tasks that work well on Mechanical Turk ...................................................................................... 3 Tasks can be completed within a web browser ....................................................................... 3 Work can be broken into distinct, bite-sized tasks ................................................................. -
Dspace Cover Page
Human-powered sorts and joins The MIT Faculty has made this article openly available. Please share how this access benefits you. Your story matters. Citation Adam Marcus, Eugene Wu, David Karger, Samuel Madden, and Robert Miller. 2011. Human-powered sorts and joins. Proc. VLDB Endow. 5, 1 (September 2011), 13-24. As Published http://www.vldb.org/pvldb/vol5.html Publisher VLDB Endowment Version Author's final manuscript Citable link http://hdl.handle.net/1721.1/73192 Terms of Use Creative Commons Attribution-Noncommercial-Share Alike 3.0 Detailed Terms http://creativecommons.org/licenses/by-nc-sa/3.0/ Human-powered Sorts and Joins Adam Marcus Eugene Wu David Karger Samuel Madden Robert Miller {marcua,sirrice,karger,madden,rcm}@csail.mit.edu ABSTRACT There are several reasons that systems like MTurk are of interest Crowdsourcing marketplaces like Amazon’s Mechanical Turk (MTurk) database researchers. First, MTurk workflow developers often imple- make it possible to task people with small jobs, such as labeling im- ment tasks that involve familiar database operations such as filtering, ages or looking up phone numbers, via a programmatic interface. sorting, and joining datasets. For example, it is common for MTurk MTurk tasks for processing datasets with humans are currently de- workflows to filter datasets to find images or audio on a specific sub- signed with significant reimplementation of common workflows and ject, or rank such data based on workers’ subjective opinion. Pro- ad-hoc selection of parameters such as price to pay per task. We de- grammers currently waste considerable effort re-implementing these scribe how we have integrated crowds into a declarative workflow operations because reusable implementations do not exist. -
Web Application Hosting in the AWS Cloud AWS Whitepaper Web Application Hosting in the AWS Cloud AWS Whitepaper
Web Application Hosting in the AWS Cloud AWS Whitepaper Web Application Hosting in the AWS Cloud AWS Whitepaper Web Application Hosting in the AWS Cloud: AWS Whitepaper Copyright © Amazon Web Services, Inc. and/or its affiliates. All rights reserved. Amazon's trademarks and trade dress may not be used in connection with any product or service that is not Amazon's, in any manner that is likely to cause confusion among customers, or in any manner that disparages or discredits Amazon. All other trademarks not owned by Amazon are the property of their respective owners, who may or may not be affiliated with, connected to, or sponsored by Amazon. Web Application Hosting in the AWS Cloud AWS Whitepaper Table of Contents Abstract ............................................................................................................................................ 1 Abstract .................................................................................................................................... 1 An overview of traditional web hosting ................................................................................................ 2 Web application hosting in the cloud using AWS .................................................................................... 3 How AWS can solve common web application hosting issues ........................................................... 3 A cost-effective alternative to oversized fleets needed to handle peaks ..................................... 3 A scalable solution to handling unexpected traffic -
Integration with Amazon S3
Integration with Amazon S3 YourDataConnect has developed a solution to ingest metadata from the AWS S3 file system into YourDataConnect. Amazon S3 can store multiple object types which enables storage for Internet applications, backup and recovery, disaster recovery, data archives, data lakes for analytics, and hybrid cloud storage. Figure 1 shows an AWS S3 bucket and folders. Figure 1: AWS S3 bucket and folders. Figure 2 shows a preview of the csv file in AWS S3. Figure 2: Preview of data in AWS Copyright © 2020, YourDataConnect. All rights reserved. Integration of Amazon S3 with YourDataConnect has developed a solution to import the file system, S3 bucket, directory, filegroup, file, and field metadata from Amazon S3 intoYourDataConnect while maintaining the hierarchy between S3 objects (see Figure 3). Figure 3: End-to-end traceability of Amazon S3 objects in YourDataConnect To learn more about this solution, please request a demo by contacting [email protected] or visit our website at yourdataconnect.com. Copyright © 2020, YourDataConnect. All rights reserved. This document is provided for information purposes only, and the contents hereof are subject to change without notice. This document is not warranted to be error-free, nor is it subject to any other warranties or conditions, whether expressed orally or implied in law, including implied warranties and conditions of merchantability or fitness for a particular purpose. We specifically disclaim any liability with respect to this document, and no contrac tual obligations are formed either directly or indirectly by this document. This document may not be reproduced or transmitted in any form or by any means, electronic or mechanical, for any purpose, without our prior written permission..