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Amazon Web Services, Inc.
Company typeSubsidiary
IndustryWeb services, cloud computing
Founded
Key people
RevenueIncrease US$90.8 billion (2023)[5]
Increase US$24.6 billion (2023)[5]
ParentAmazon
Subsidiaries
ASN16509 Edit this at Wikidata
Websiteaws.amazon.com

Amazon Web Services, Inc. (AWS) is a subsidiary of Amazon that provides on-demand cloud computing platforms and APIs to individuals, companies, and governments, on a metered, pay-as-you-go basis. Clients will often use this in combination with autoscaling (a process that allows a client to use more computing in times of high application usage, and then scale down to reduce costs when there is less traffic). These cloud computing web services provide various services related to networking, compute, storage, middleware, IoT and other processing capacity, as well as software tools via AWS server farms. This frees clients from managing, scaling, and patching hardware and operating systems. One of the foundational services is Amazon Elastic Compute Cloud (EC2), which allows users to have at their disposal a virtual cluster of computers, with extremely high availability, which can be interacted with over the internet via REST APIs, a CLI or the AWS console. AWS's virtual computers emulate most of the attributes of a real computer, including hardware central processing units (CPUs) and graphics processing units (GPUs) for processing; local/RAM memory; hard-disk (HDD)/SSD storage; a choice of operating systems; networking; and pre-loaded application software such as web servers, databases, and customer relationship management (CRM).

AWS services are delivered to customers via a network of AWS server farms located throughout the world. Fees are based on a combination of usage (known as a "Pay-as-you-go" model), hardware, operating system, software, and networking features chosen by the subscriber requiring various degrees of availability, redundancy, security, and service options. Subscribers can pay for a single virtual AWS computer, a dedicated physical computer, or clusters of either.[7] Amazon provides select portions of security for subscribers (e.g. physical security of the data centers) while other aspects of security are the responsibility of the subscriber (e.g. account management, vulnerability scanning, patching). AWS operates from many global geographical regions including seven in North America.[8]

Amazon markets AWS to subscribers as a way of obtaining large-scale computing capacity more quickly and cheaply than building an actual physical server farm.[9] All services are billed based on usage, but each service measures usage in varying ways. As of 2023 Q1, AWS has 31% market share for cloud infrastructure while the next two competitors Microsoft Azure and Google Cloud have 25%, and 11% respectively, according to Synergy Research Group.[10][11]

Services

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As of 2021, AWS comprises over 200[12] products and services including computing, storage, networking, database, analytics, application services, deployment, management, machine learning,[13] mobile, developer tools, RobOps and tools for the Internet of Things. The most popular include Amazon Elastic Compute Cloud (EC2), Amazon Simple Storage Service (Amazon S3), Amazon Connect, and AWS Lambda (a serverless function that can perform arbitrary code written in any language that can be configured to be triggered by hundreds of events, including HTTP calls).[14]

Services expose functionality through APIs for clients to use in their applications. These APIs are accessed over HTTP, using the REST architectural style and SOAP protocol for older APIs and exclusively JSON for newer ones. Clients can interact with these APIs in various ways, including from the AWS console (a website), by using SDKs written in various languages (such as Python, Java, and JavaScript), or by making direct REST calls.

History

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Founding (2000–2005)

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Early AWS "building blocks" logo along a sigmoid curve depicting recession followed by growth.[citation needed]

The genesis of AWS came in the early 2000s. After building Merchant.com, Amazon's e-commerce-as-a-service platform that offers third-party retailers a way to build their own web-stores, Amazon pursued service-oriented architecture as a means to scale its engineering operations,[15][16][17][18][19][20][21] led by then CTO Allan Vermeulen.[22]

Around the same time frame, Amazon was frustrated with the speed of its software engineering, and sought to implement various recommendations put forth by Matt Round, an engineering leader at the time, including maximization of autonomy for engineering teams, adoption of REST, standardization of infrastructure, removal of gate-keeping decision-makers (bureaucracy), and continuous deployment. He also called for increasing the percentage of the time engineers spent building the software rather than doing other tasks.[23] Amazon created "a shared IT platform" so its engineering organizations, which were spending 70% of their time on "undifferentiated heavy-lifting" such as IT and infrastructure problems, could focus on customer-facing innovation instead.[24][25] Besides, in dealing with unusual peak traffic patterns, especially during the holiday season, by migrating services to commodity Linux hardware and relying on open source software, Amazon's Infrastructure team, led by Tom Killalea,[26] Amazon's first CISO,[27] had already run its data centers and associated services in a "fast, reliable, cheap" way.[26]

In July 2002 Amazon.com Web Services, managed by Colin Bryar,[28] launched its first web services, opening up the Amazon.com platform to all developers.[29] Over one hundred applications were built on top of it by 2004.[30] This unexpected developer interest took Amazon by surprise and convinced them that developers were "hungry for more".[25]

By the summer of 2003, Andy Jassy had taken over Bryar's portfolio[31] at Rick Dalzell's behest, after Vermeulen, who was Bezos' first pick, declined the offer.[22] Jassy subsequently mapped out the vision for an "Internet OS"[15][17][19][32] made up of foundational infrastructure primitives that alleviated key impediments to shipping software applications faster.[15][16][17][19][21] By fall 2003,[15][17] databases, storage, and compute were identified as the first set of infrastructure pieces that Amazon should launch.[15][17][25]

Jeff Barr, an early AWS employee, credits Vermeulen, Jassy, Bezos himself, and a few others for coming up with the idea that would evolve into EC2, S3, and RDS;[33] Jassy recalls the idea was the result of brainstorming for about a week with "ten of the best technology minds and ten of the best product management minds" on about ten different internet applications and the most primitive building blocks required to build them.[19] Werner Vogels cites Amazon's desire to make the process of "invent, launch, reinvent, relaunch, start over, rinse, repeat" as fast as it could was leading them to break down organizational structures with "two-pizza teams"[c] and application structures with distributed systems;[d] and that these changes ultimately paved way for the formation of AWS[21] and its mission "to expose all of the atomic-level pieces of the Amazon.com platform".[36] According to Brewster Kahle, co-founder of Alexa Internet, which was acquired by Amazon in 1999, his start-up's compute infrastructure helped Amazon solve its big data problems and later informed the innovations that underpinned AWS.[37]

Jassy assembled a founding team of 57 employees from a mix of engineering and business backgrounds to kick-start these initiatives,[19][18] with a majority of the hires coming from outside the company;[19] Jeff Lawson, Twilio CEO,[38] Adam Selipsky, Tableau CEO,[39][40] and Mikhail Seregine,[41] co-founder at Outschool among them.

In late 2003, the concept for compute,[e] which would later launch as EC2, was reformulated when Chris Pinkham and Benjamin Black presented a paper internally describing a vision for Amazon's retail computing infrastructure that was completely standardized, completely automated, and would rely extensively on web services for services such as storage and would draw on internal work already underway. Near the end of their paper, they mentioned the possibility of selling access to virtual servers as a service, proposing the company could generate revenue from the new infrastructure investment.[43][unreliable source?] Thereafter Pinkham, Willem van Biljon, and lead developer Christopher Brown developed the Amazon EC2 service, with a team in Cape Town, South Africa.[44]

In November 2004, AWS launched its first infrastructure service for public usage: Simple Queue Service (SQS).[45]

S3, EC2, and other first generation services (2006–2010)

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On March 14, 2006, AWS launched Amazon S3 cloud storage[46] followed by EC2 in August 2006.[47][48] Pi Corporation, a startup Paul Maritz co-founded, was the first beta-user of EC2 outside of Amazon,[19] while Microsoft was among EC2's first enterprise customers.[49] Later that year, SmugMug, one of the early AWS adopters, attributed savings of around US$400,000 in storage costs to S3.[50] According to Vogels, S3 was built with 8 microservices when it launched in 2006, but had over 300 microservices by 2022.[51]

In September 2007, AWS announced its annual Start-up Challenge, a contest with prizes worth $100,000 for entrepreneurs and software developers based in the US using AWS services such as S3 and EC2 to build their businesses.[52] The first edition saw participation from Justin.tv,[53] which Amazon would later acquire in 2014.[54] Ooyala, an online media company,[55] was the eventual winner.[53]

Additional AWS services from this period include SimpleDB, Mechanical Turk, Elastic Block Store, Elastic Beanstalk, Relational Database Service, DynamoDB, CloudWatch, Simple Workflow, CloudFront, and Availability Zones.

Growth (2010–2015)

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AWS Summit 2013 event in NYC.

In November 2010, it was reported that all of Amazon.com's retail sites had migrated to AWS.[56] Prior to 2012, AWS was considered a part of Amazon.com and so its revenue was not delineated in Amazon financial statements. In that year industry watchers for the first time estimated AWS revenue to be over $1.5 billion.[57]

On November 27, 2012, AWS hosted its first major annual conference, re:Invent with a focus on AWS's partners and ecosystem,[58] with over 150 sessions.[59] The three-day event was held in Las Vegas because of its relatively cheaper connectivity with locations across the United States and the rest of the world.[60] Andy Jassy and Werner Vogels presented keynotes, with Jeff Bezos joining Vogels for a fireside chat.[61] AWS opened early registrations at US$1,099 per head for their customers[59] from over 190 countries.[62] On stage with Andy Jassy at the event which saw around 6000 attendees, Reed Hastings, CEO at Netflix, announced plans to migrate 100% of Netflix's infrastructure to AWS.[61]

To support industry-wide training and skills standardization, AWS began offering a certification program for computer engineers, on April 30, 2013, to highlight expertise in cloud computing.[63] Later that year, in October, AWS launched Activate, a program for start-ups worldwide to leverage AWS credits, third-party integrations, and free access to AWS experts to help build their business.[64]

In 2014, AWS launched its partner network, AWS Partner Network (APN), which is focused on helping AWS-based companies grow and scale the success of their business with close collaboration and best practices.[65][66]

In January 2015, Amazon Web Services acquired Annapurna Labs, an Israel-based microelectronics company for a reported US$350–370M.[67][68]

In April 2015, Amazon.com reported AWS was profitable, with sales of $1.57 billion in the first quarter of the year and $265 million of operating income. Founder Jeff Bezos described it as a fast-growing $5 billion business; analysts described it as "surprisingly more profitable than forecast".[69] In October, Amazon.com said in its Q3 earnings report that AWS's operating income was $521 million, with operating margins at 25 percent. AWS's 2015 Q3 revenue was $2.1 billion, a 78% increase from 2014's Q3 revenue of $1.17 billion.[70] 2015 Q4 revenue for the AWS segment increased 69.5% y/y to $2.4 billion with a 28.5% operating margin, giving AWS a $9.6 billion run rate. In 2015, Gartner estimated that AWS customers are deploying 10x more infrastructure on AWS than the combined adoption of the next 14 providers.[71]

Current era (2016–present)

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In 2016 Q1, revenue was $2.57 billion with net income of $604 million, a 64% increase over 2015 Q1 that resulted in AWS being more profitable than Amazon's North American retail business for the first time.[72] Jassy was thereafter promoted to CEO of the division.[73] Around the same time, Amazon experienced a 42% rise in stock value as a result of increased earnings, of which AWS contributed 56% to corporate profits.[74]

AWS had $17.46 billion in annual revenue in 2017.[75] By the end of 2020, the number had grown to $46 billion.[76] Reflecting the success of AWS, Jassy's annual compensation in 2017 hit nearly $36 million.[77]

In January 2018, Amazon launched an autoscaling service on AWS.[78][79]

In November 2018, AWS announced customized ARM cores for use in its servers.[80] Also in November 2018, AWS is developing ground stations to communicate with customers' satellites.[81]

In 2019, AWS reported 37% yearly growth and accounted for 12% of Amazon's revenue (up from 11% in 2018).[82]

In April 2021, AWS reported 32% yearly growth and accounted for 32% of $41.8 billion cloud market in Q1 2021.[83]

In January 2022, AWS joined the MACH Alliance, a non-profit enterprise technology advocacy group.[84]

In June 2022, it was reported that in 2019 Capital One had not secured their AWS resources properly, and was subject to a data breach by a former AWS employee. The employee was convicted of hacking into the company's cloud servers to steal customer data and use computer power to mine cryptocurrency. The ex-employee was able to download the personal information of more than 100 million Capital One customers.[85]

In June 2022, AWS announced they had launched the AWS Snowcone, a small computing device, to the International Space Station on the Axiom Mission 1.[86]

In September 2023, AWS announced it would become AI startup Anthropic's primary cloud provider. Amazon has committed to investing up to $4 billion in Anthropic and will have a minority ownership position in the company.[87] AWS also announced the GA of Amazon Bedrock, a fully managed service that makes foundation models (FMs) from leading AI companies available through a single application programming interface (API)[88]

In April 2024, AWS announced a new service called Deadline Cloud, which lets customers set up, deploy and scale up graphics and visual effects rendering pipelines on AWS cloud infrastructure.[89]

Customer base

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Notable customers include NASA,[90] and the Obama presidential campaign of 2012.[91]

In October 2013, AWS was awarded a $600M contract with the CIA.[92]

In 2019, it was reported that more than 80% of Germany's listed DAX companies use AWS.[93]

In August 2019, the U.S. Navy said it moved 72,000 users from six commands to an AWS cloud system as a first step toward pushing all of its data and analytics onto the cloud.[94]

In 2021, DISH Network announced it will develop and launch its 5G network on AWS.[95]

In October 2021, it was reported that spy agencies and government departments in the UK such as GCHQ, MI5, MI6, and the Ministry of Defence, have contracted AWS to host their classified materials.[96]

In 2022 Amazon shared a $9 billion contract from the United States Department of Defense for cloud computing with Google, Microsoft, and Oracle.[97]

Multiple financial services firms have shifted to AWS in some form.[98][99][100]

Significant service outages

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  • On April 20, 2011, AWS suffered a major outage. Parts of the Elastic Block Store service became "stuck" and could not fulfill read/write requests. It took at least two days for the service to be fully restored.[101]
  • On June 29, 2012, several websites that rely on Amazon Web Services were taken offline due to a severe storm in Northern Virginia, where AWS's largest data center cluster is located.[102]
  • On October 22, 2012, a major outage occurred, affecting many sites such as Reddit, Foursquare, Pinterest, and others. The cause was a memory leak bug in an operational data collection agent.[103]
  • On December 24, 2012, AWS suffered another outage causing websites such as Netflix to be unavailable for customers in the Northeastern United States.[104] AWS cited their Elastic Load Balancing service as the cause.[105]
  • On February 28, 2017, AWS experienced a massive outage of S3 services in its Northern Virginia region. A majority of websites that relied on AWS S3 either hung or stalled, and Amazon reported within five hours that AWS was fully online again.[106] No data has been reported to have been lost due to the outage. The outage was caused by a human error made while debugging, that resulted in removing more server capacity than intended, which caused a domino effect of outages.[107]
  • On November 25, 2020, AWS experienced several hours of outage on the Kinesis service in North Virginia (US-East-1) region. Other services relying on Kinesis were also impacted.[108][109]
  • On December 7, 2021, an outage mainly affected the Eastern United States, disrupting delivery service and streaming.[110]

Availability and topology

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As of March 2024, AWS has distinct operations in 33 geographical "regions":[8] eight in North America, one in South America, eight in Europe, three in the Middle East, one in Africa, and twelve in Asia Pacific.

Most AWS regions are enabled by default for AWS accounts. Regions introduced after 20 March 2019 are considered to be opt-in regions, requiring a user to explicitly enable them in order for the region to be usable in the account. For opt-in regions, Identity and Access Management (IAM) resources such as users and roles are only propagated to the regions that are enabled.[111]

Each region is wholly contained within a single country and all of its data and services stay within the designated region.[7] Each region has multiple "Availability Zones",[112] which consist of one or more discrete data centers, each with redundant power, networking, and connectivity, housed in separate facilities. Availability Zones do not automatically provide additional scalability or redundancy within a region, since they are intentionally isolated from each other to prevent outages from spreading between zones. Several services can operate across Availability Zones (e.g., S3, DynamoDB) while others can be configured to replicate across zones to spread demand and avoid downtime from failures.

As of December 2014, Amazon Web Services operated an estimated 1.4 million servers across 11 regions and 28 availability zones.[113] The global network of AWS Edge locations consists of over 300 points of presence worldwide, including locations in North America, Europe, Asia, Australia, Africa, and South America.[114]

As of March 2024, AWS has announced the planned launch of six additional regions in Malaysia, Mexico, New Zealand, Thailand, Saudi Arabia, and the European Union.[8] In mid March 2023, Amazon Web Services signed a cooperation agreement with the New Zealand Government to build large data centers in New Zealand.[115]

In 2014, AWS claimed its aim was to achieve 100% renewable energy usage in the future.[116] In the United States, AWS's partnerships with renewable energy providers include Community Energy of Virginia, to support the US East region;[117] Pattern Development, in January 2015, to construct and operate Amazon Wind Farm Fowler Ridge;[118] Iberdrola Renewables, LLC, in July 2015, to construct and operate Amazon Wind Farm US East; EDP Renewables North America, in November 2015, to construct and operate Amazon Wind Farm US Central;[119] and Tesla Motors, to apply battery storage technology to address power needs in the US West (Northern California) region.[117]

Pop-up lofts

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AWS Loft in SoHo, New York City

AWS also has "pop-up lofts" in different locations around the world.[120] These market AWS to entrepreneurs and startups in different tech industries in a physical location. Visitors can work or relax inside the loft, or learn more about what they can do with AWS. In June 2014, AWS opened their first temporary pop-up loft in San Francisco.[121] In May 2015 they expanded to New York City,[122][123] and in September 2015 expanded to Berlin.[124] AWS opened its fourth location, in Tel Aviv from March 1, 2016, to March 22, 2016.[125] A pop-up loft was open in London from September 10 to October 29, 2015.[126] The pop-up lofts in New York[127] and San Francisco[128] are indefinitely closed due to the COVID-19 pandemic while Tokyo has remained open in a limited capacity.[129]

Charitable work

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In 2017, AWS launched AWS re/Start in the United Kingdom to help young adults and military veterans retrain in technology-related skills. In partnership with the Prince's Trust and the Ministry of Defence (MoD), AWS will help to provide re-training opportunities for young people from disadvantaged backgrounds and former military personnel. AWS is working alongside a number of partner companies including Cloudreach, Sage Group, EDF Energy, and Tesco Bank.[130]

In April 2022, AWS announced the organization has committed more than $30 million over three years to early-stage start-ups led by Black, Latino, LGBTQIA+, and Women founders as part of its AWS impact Accelerator. The Initiative offers qualifying start-ups up to $225,000 in cash, credits, extensive training, mentoring, technical guidance and includes up to $100,000 in AWS service credits.[131]

Reception

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Environmental impact

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In 2016, Greenpeace assessed major tech companies—including cloud services providers like AWS, Microsoft, Oracle, Google, IBM, Salesforce and Rackspace—based on their level of "clean energy" usage. Greenpeace evaluated companies on their mix of renewable-energy sources; transparency; renewable-energy commitment and policies; energy efficiency and greenhouse-gas mitigation; renewable-energy procurement; and advocacy. The group gave AWS an overall "C" grade. Greenpeace credited AWS for its advances toward greener computing in recent years and its plans to launch multiple wind and solar farms across the United States. The organization stated that Amazon is opaque about its carbon footprint.[132]

In January 2021, AWS joined an industry pledge to achieve climate neutrality of data centers by 2030, the Climate Neutral Data Centre Pact.[133] As of 2023, Amazon as a whole is the largest corporate purchaser of renewable energy in the world, a position it has held since 2020, and has a global portfolio of over 20 GW of renewable energy capacity.[134] In 2022, 90% of all Amazon operations, including data centers, were powered by renewables.[135]

Denaturalization protest

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US Department of Homeland Security has employed the software ATLAS, which runs on Amazon Cloud. It scanned more than 16.5 million records of naturalized Americans and flagged approximately 124,000 of them for manual analysis and review by USCIS officers regarding denaturalization.[136][137] Some of the scanned data came from the Terrorist Screening Database and the National Crime Information Center. The algorithm and the criteria for the algorithm were secret. Amazon faced protests from its own employees and activists for the anti-migrant collaboration with authorities.[138]

Israeli–Palestinian conflict

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The contract for Project Nimbus drew rebuke and condemnation from the companies' shareholders as well as their employees, over concerns that the project would lead to abuses of Palestinians' human rights in the context of the ongoing occupation and the Israeli–Palestinian conflict.[139][140][141][142] Specifically, they voice concern over how the technology will enable further surveillance of Palestinians and unlawful data collection on them as well as facilitate the expansion of Israel's illegal settlements on Palestinian land.[141] A government procurement document featuring 'obligatory customers' of Nimbus, including "two of Israel’s leading state-owned weapons manufacturers" Israel Aerospace Industries and Rafael Advanced Defense Systems, was published in 2021 with periodic updates since (up to Oct 2023).[143]

Challenges

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Like other cloud computing solutions, applications hosted on Amazon Web Services (AWS) are subject to the fallacies of distributed computing, a series of misconceptions that can lead to significant issues in software development and deployment. [144]

Issues

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Some AWS customers have complained about receiving unexpectedly large bills, commonly referred to as "surprise bills." This can occur due to various reasons, including but not limited to misconfigurations, security breaches, complex pricing—especially when multiple AWS services are used together—and unexpected data transfer charges.[145][146][147]

See also

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Explanatory notes

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  1. ^ Launched in July 2002, the Amazon Web Services platform exposes technology and product data from Amazon and its affiliates, enabling developers to build innovative and entrepreneurial applications on their own.[1]
  2. ^ In 2006, Amazon Web Services (AWS) began offering IT infrastructure services to businesses in the form of web services -- now commonly known as cloud computing.[2]
  3. ^ A team should not be any bigger than could be fed with two pizzas.[34]
  4. ^ Larger software applications broken down in to smaller services.[35]
  5. ^ code-named Amazon Execution Service in the pre-launch phase.[42]

References

[edit]
  1. ^ "Amazon - Press Room - Press Release". phx.corporate-ir.net. Archived from the original on October 15, 2015. Retrieved June 8, 2017.
  2. ^ "About AWS". September 2011. Archived from the original on October 5, 2012. Retrieved May 16, 2012.
  3. ^ "AWS announces next CEO". aboutamazon.com (Press release). May 14, 2024. Archived from the original on May 14, 2024. Retrieved May 14, 2024.
  4. ^ Haranas, Mark (August 1, 2022). "AWS CISO On Why Its Security Strategy Tops Microsoft, Google". CRN. Archived from the original on April 28, 2023. Retrieved April 28, 2023.
  5. ^ a b "AWS segment sales increased 13% year-over-year to $90.8 billion". About Amazon. February 1, 2024. Archived from the original on February 1, 2024.
  6. ^ "NICE - an AWS Company". nice-software.com. Archived from the original on February 18, 2021. Retrieved January 4, 2019.
  7. ^ a b "AWS Customer Agreement". Amazon Web Services, Inc. Archived from the original on March 30, 2007. Retrieved April 6, 2016.
  8. ^ a b c "AWS Global Infrastructure". December 22, 2016. Archived from the original on December 28, 2013. Retrieved December 22, 2016.
  9. ^ "What is Cloud Computing by Amazon Web Services | AWS". Archived from the original on December 25, 2018. Retrieved July 17, 2013.
  10. ^ "Huge Cloud Market Sees a Strong Bounce in Growth Rate for the Second Consecutive Quarter". Synergy Research Group. April 30, 2024. Archived from the original on May 15, 2024. Retrieved May 21, 2024.
  11. ^ Richter, Felix (May 2, 2024). "Amazon Maintains Cloud Lead as Microsoft Edges Closer". Archived from the original on January 4, 2021. Retrieved October 12, 2020.
  12. ^ "Cloud computing with AWS". aws.amazon.com. March 1, 2021. Archived from the original on May 26, 2022. Retrieved March 3, 2021.
  13. ^ Mosca, David (April 14, 2021). "Jersey City's ElectrifAi a leader in artificial intelligence software for business". nj. Archived from the original on April 30, 2022. Retrieved April 21, 2021.
  14. ^ "Top 10 AWS Services according to popularity". medium.com. August 31, 2019. Archived from the original on October 12, 2020. Retrieved October 5, 2020.
  15. ^ a b c d e "Forum for Growth & Innovation: Overcoming the Capitalist's Dilemma, with Andy Jassy, CEO of Amazon Web Services". Harvard Business School. September 1, 2020. Archived from the original on February 4, 2021.
  16. ^ a b Furrier, John (January 28, 2015). "Exclusive Profile: Andy Jassy of Amazon Web Service (AWS) And His Trillion Dollar Cloud Ambition". Forbes. Archived from the original on February 3, 2021. Retrieved February 3, 2021.
  17. ^ a b c d e Miller, Rob (July 2, 2016). "How AWS came to be". TechCrunch. Archived from the original on January 21, 2021. Retrieved February 1, 2021.
  18. ^ a b McLaughlin, Kevin (August 4, 2015). "Andy Jassy: Amazon's $6 Billion Man". CRN. Archived from the original on February 3, 2021. Retrieved October 12, 2017.
  19. ^ a b c d e f g Fireside Chat with Michael Skok and Andy Jassy: The History of Amazon Web Services. youtube.com. Harvard Business School. October 21, 2013. Archived from the original on October 28, 2021. Retrieved February 9, 2021.
  20. ^ Vogels, Werner (January 18, 2012). "Amazon DynamoDB – a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications". allthingsdistributed.com. Archived from the original on January 1, 2013. Retrieved March 15, 2021.
  21. ^ a b c Vogels, Werner (August 28, 2019). "Modern applications at AWS". allthingsdistributed.com. Archived from the original on September 14, 2019. Retrieved March 9, 2021.
  22. ^ a b Stone, Brad (2013). The Everything Store: Jeff Bezos and the Age of Amazon. Transworld. ISBN 9781448127511. Archived from the original on September 8, 2023. Retrieved February 5, 2021 – via books.google.com.
  23. ^ Killalea, Tom (July 29, 2019). "Velocity in Software Engineering: From tectonic plate to F-16". ACM Queue. Vol. 17, no. 3. Archived from the original on March 12, 2021.
  24. ^ Barr, Jeff (September 27, 2006). "We Build Muck, So You Don't Have To". AWS News Blog. Archived from the original on February 2, 2024. Retrieved February 2, 2024.
  25. ^ a b c Adam Selipsky (September 6, 2013). Amazon Web Services - Adam Selipsky at USI. USI Events. Event occurs at 5m. Archived from the original on October 28, 2021. Retrieved March 9, 2021 – via youtube.com.
  26. ^ a b Cowley, Stacy (January 21, 2004). "LinuxWorld: Amazon's two faces present IT challenge". IDG News. Archived from the original on March 11, 2021. Retrieved March 14, 2021 – via networkworld.com.
  27. ^ "Former Amazon CISO Tom Killalea Joins Carbon Black Board". carbonblack.com (Press release). Archived from the original on March 14, 2021. Retrieved March 9, 2021.
  28. ^ "Colin Bryar". linkedin.com. Archived from the original on February 5, 2021. Retrieved February 5, 2021. Director, Amazon Associates and Amazon Web Services Programs. Dates Employed Mar 1998 – Jul 2003. Owned the overall P&L for the Amazon Associates (affiliate marketing) and one of the first public facing Amazon web service for developers, now called the Amazon Product API. Managed the software development, product management, and customer service teams for these two programs, spanning five countries. The Amazon Product API launch in July 2002 was the first commercial Amazon sdk that targeted third party developers to build applications on top of Amazon software platform.
  29. ^ "Amazon.com Launches Web Services; Developers Can Now Incorporate Amazon.com Content and Features into Their Own Web Sites; Extends "Welcome Mat" for Developers" (Press release). Amazon, Inc. July 16, 2002. Archived from the original on February 5, 2021. Retrieved February 5, 2021.
  30. ^ Cowley, Stacy (January 22, 2004). "Amazon lauds Linux infrastructure". IDG News. Archived from the original on March 11, 2021. Retrieved March 14, 2021 – via computerweekly.com.
  31. ^ Bryar, Colin; Carr, Bill (2021). Working Backwards: Insights, Stories, and Secrets from Inside Amazon. Pan MacMillan. ISBN 9781529033854. Archived from the original on September 8, 2023. Retrieved February 5, 2021 – via books.google.com.
  32. ^ Rushton, Katherine (December 30, 2012). "Goliath vs Goliath...Amazon takes on Apple and Google". The Daily Telegraph. Archived from the original on February 4, 2021. Retrieved February 4, 2021.
  33. ^ Barr, Jeff (November 11, 2019). "15 Years of AWS Blogging!". aws.amazon.com. Archived from the original on February 5, 2021. Retrieved February 5, 2021.
  34. ^ Hern, Alex (April 24, 2018). "The two-pizza rule and the secret of Amazon's success". theguardian.com. Archived from the original on March 14, 2021. Retrieved March 9, 2021.
  35. ^ Killalea, Tom (July 29, 2019). "Velocity in Software Engineering". ACM Queue. Vol. 17, no. 3. Archived from the original on March 12, 2021. Retrieved March 9, 2021.
  36. ^ Vogels, Werner (March 13, 2006). "S3 - The Amazon Simple Storage Service". allthingsdistributed.com. Archived from the original on March 13, 2021. Retrieved March 9, 2021.
  37. ^ "What I Learned from Jeff Bezos: How to Bring Millions of Books to Billions of People". August 1, 2017. Archived from the original on August 2, 2017.
  38. ^ Ray, Tiernan (March 1, 2017). "Twilio CEO Lawson: A Lesson From Amazon's Bezos". barrons.com. Archived from the original on March 12, 2021. Retrieved March 14, 2021.
  39. ^ Richman, Dan (August 15, 2016). "Adam Selipsky, sales and marketing head at Amazon Web Services, leaving company". geekwire.com. Archived from the original on March 14, 2021. Retrieved March 14, 2021.
  40. ^ Coombs, Casey (November 7, 2016). "Tableau CEO lured from Amazon AWS with millions in cash, stock options". Puget Sound Business Journal. Archived from the original on March 14, 2021. Retrieved March 14, 2021 – via bizjournals.com.
  41. ^ Gregory, Huang (October 29, 2008). "Startups Aren't Dead, Says ClayValet Founder in Wake of Shutdown". xconomy.com. Seattle. Archived from the original on April 8, 2021. Retrieved March 9, 2021.
  42. ^ Jeff, Barr (August 23, 2021). "Happy 15th Birthday Amazon EC2". AWS News Blog. Archived from the original on August 24, 2021.
  43. ^ "Benjamin Black– EC2 Origins". Blog.b3k.us. January 25, 2009. Archived from the original on June 3, 2013. Retrieved July 17, 2013.
  44. ^ Bort, Julie (March 28, 2012). "Amazon's Game-Changing Cloud Was Built By Some Guys In South Africa". Business Insider. Archived from the original on January 19, 2013. Retrieved June 25, 2021.{{cite web}}: CS1 maint: unfit URL (link)
  45. ^ "Amazon Web Services Blog: Amazon Simple Queue Service Beta". aws.typepad.com. November 9, 2004. Archived from the original on December 17, 2004. Retrieved July 17, 2013.
  46. ^ "Amazon Web Services Launches" (Press release). Amazon, Inc. Archived from the original on February 5, 2021. Retrieved February 5, 2021.
  47. ^ "Jeff Bezos' Risky Bet". Bloomberg.
  48. ^ Barr, Jeff (August 25, 2006). "Amazon EC2 Beta". aws.amazon.com. Archived from the original on February 5, 2021. Retrieved February 5, 2021.
  49. ^ Gralla, Preston (December 26, 2006). "Computing in the cloud". Computer World. Archived from the original on March 10, 2021. Retrieved March 9, 2021.
  50. ^ Kelleher, Kevin (March 15, 2007). "Amazon's New Direction". Archived from the original on March 10, 2021. Retrieved March 9, 2021.
  51. ^ Hemsoth, Nicole (April 22, 2021). "Amazon CTO on Past, Present, Future of S3". The Next Platform. Archived from the original on January 20, 2022.
  52. ^ Barr, Jeff (September 12, 2007). "Announcing the Amazon Web Services Start-up Challenge". aws.amazon.com. Archived from the original on March 25, 2021. Retrieved March 25, 2021.
  53. ^ a b Vogels, Werner (December 6, 2007). "And the Winner is..." allthingsdistributed.com. Archived from the original on March 25, 2021. Retrieved March 25, 2021.
  54. ^ Weinberger, Matt (March 17, 2016). "Amazon's $970 million purchase of Twitch makes so much sense now - it's all about the cloud". Business Insider. Archived from the original on March 23, 2021. Retrieved March 9, 2021.
  55. ^ Lashinsky, Adam (May 12, 2008). "Where does Google go next?". CNN. Archived from the original on January 19, 2013. Retrieved March 25, 2021.
  56. ^ "2011 AWS Tour Australia, Closing Keynote: How Amazon.com migrated to AWS, by Jon Jenkins". Amazon Web Services. July 14, 2011. Archived from the original on August 30, 2020. Retrieved December 16, 2013.
  57. ^ "Cloud Computing 2013: The Amazon Gorilla Invades The Enterprise". Wikibon. Archived from the original on November 12, 2020. Retrieved July 17, 2013.
  58. ^ "Amazon CEO Jeff Bezos Will Address Cloud Partners at AWS re:Invent". channelfutures.com. November 19, 2012. Archived from the original on March 10, 2021. Retrieved March 9, 2021.
  59. ^ a b Barr, Jeff (July 17, 2012). "Get Ready to Register for AWS re:Invent". aws.amazon.com. Archived from the original on March 10, 2021. Retrieved March 10, 2021.
  60. ^ "AWS re:Invent - Why Attend?" (PDF). awsmedia.s3.amazonaws.com. Archived (PDF) from the original on March 10, 2021. Retrieved March 10, 2021.
  61. ^ a b Crockcroft, Adrian (December 3, 2012). "AWS Re:Invent was Awesome!". netflixtechblog.com. Archived from the original on March 10, 2021. Retrieved March 9, 2021.
  62. ^ Vogels, Werner (May 9, 2012). "AWS re:Invent". allthingsdistributed.com. Archived from the original on March 10, 2021. Retrieved March 10, 2021.
  63. ^ "AWS began offering a certification program for computer engineers with expertise in cloud computing". www.pcworld.com. May 1, 2013. Archived from the original on November 25, 2020. Retrieved November 8, 2013.
  64. ^ O'Dell, J (October 11, 2013). "'The first one's free, kid.' Amazon launches AWS Activate to get startups hooked". Venture Beat. Archived from the original on March 23, 2021. Retrieved March 25, 2021.
  65. ^ "Announcing the Launch of the AWS Partner Network (APN) Blog". Amazon Web Services. November 21, 2014. Archived from the original on August 17, 2020. Retrieved February 5, 2020.
  66. ^ "EdgeIQ Orchestration for AWS". Amazon Web Services, Inc. Archived from the original on November 1, 2020. Retrieved October 9, 2020.
  67. ^ "Amazon to buy Israeli start-up Annapurna Labs". Reuters. January 22, 2015. Archived from the original on September 15, 2015. Retrieved January 24, 2015.
  68. ^ "Amazon buys secretive chip maker Annapurna Labs for $350 million". ExtremeTech. Archived from the original on December 14, 2020. Retrieved January 24, 2015.
  69. ^ "Amazon web services 'growing fast'". BBC News. April 24, 2015. Archived from the original on November 8, 2020. Retrieved June 21, 2018.
  70. ^ Get Used to Amazon Being a Profitable Company Archived December 24, 2020, at the Wayback Machine Wired. October 22, 2015.
  71. ^ "Gartner Reprint". www.gartner.com. Archived from the original on November 19, 2020. Retrieved April 6, 2016.
  72. ^ Amazon's earnings soar as its hardware takes the spotlight Archived November 12, 2020, at the Wayback Machine The Verge, Retrieved April 28, 2016.
  73. ^ Jordan, Novet (April 7, 2016). "Andy Jassy is finally named CEO of Amazon Web Services". venturebeat.com. Archived from the original on February 3, 2021. Retrieved July 26, 2016.
  74. ^ Roberts, Daniel (May 24, 2016). "Here's why Amazon stock is up 42% in just 3 months". Yahoo Finance. Archived from the original on July 25, 2020. Retrieved January 15, 2017.
  75. ^ Novet, Jordan (February 1, 2018). "Amazon cloud revenue jumps 45 percent in fourth quarter". CNBC. Archived from the original on November 12, 2020. Retrieved February 25, 2018.
  76. ^ Furrier, John (November 30, 2020). "Exclusive with AWS chief Andy Jassy: The wakeup call for cloud adoption". Archived from the original on February 15, 2021. Retrieved February 18, 2021.
  77. ^ Balakrishnan, Anita (April 12, 2017). "AWS CEO Andrew Jassy's 2016 pay hits $35.6 million". cnbc.com. Archived from the original on February 24, 2020. Retrieved June 8, 2017.
  78. ^ Miller, Ron. "Amazon launches autoscaling service on AWS". TechCrunch. Archived from the original on August 17, 2020. Retrieved January 18, 2018.
  79. ^ "New AWS Auto Scaling – Unified Scaling For Your Cloud Applications | Amazon Web Services". Amazon Web Services. January 16, 2018. Archived from the original on November 19, 2020. Retrieved January 18, 2018.
  80. ^ "AWS launches Arm-based servers for EC2". TechCrunch. Archived from the original on December 4, 2020. Retrieved November 27, 2018.
  81. ^ "AWS launches a base station for satellites as a service". TechCrunch. Archived from the original on November 10, 2020. Retrieved November 28, 2018.
  82. ^ Sparks, Daniel (February 6, 2020). "Amazon's Record 2019 in 7 Metrics". The Motley Fool. Archived from the original on December 1, 2020. Retrieved February 11, 2020.
  83. ^ Bicheno, Scott (April 30, 2021). "AWS accounted for a third of $42 billion cloud market in Q1 2021". telecoms.com. Archived from the original on April 30, 2021. Retrieved May 1, 2021.
  84. ^ Edwards, Roy (January 21, 2022). "AWS Joins MACH Alliance". enterprise times. Archived from the original on February 5, 2023. Retrieved January 26, 2023.
  85. ^ Burnson, Robert (June 18, 2022). "Ex-Amazon Cloud Worker Convicted of Massive Capital One Hack". Bloomberg. Archived from the original on July 4, 2022. Retrieved June 20, 2022.
  86. ^ Lardinois, Frederic (June 23, 2022). "AWS sent a Snowcone to space". TechCrunch. Archived from the original on June 25, 2022. Retrieved June 25, 2022.
  87. ^ "Amazon and Anthropic Announce Strategic Collaboration to Advance Generative AI". Amazon Press Center (Press release). September 25, 2023. Archived from the original on October 13, 2023. Retrieved October 12, 2023.
  88. ^ "AWS announces the general availability of Amazon Bedrock and powerful new offerings to accelerate generative AI innovation". Amazon Press Center (Press release). September 28, 2023. Archived from the original on April 24, 2024. Retrieved October 12, 2023.
  89. ^ Wiggers, Kyle (April 2, 2024). "AWS Unveils New Service For Cloud Based Rendering Projects". Tech Crunch. Archived from the original on April 3, 2024. Retrieved April 3, 2024.
  90. ^ John Breeden II (January 4, 2013). "The tech behind NASA's Martian chronicles". GCN. Archived from the original on January 25, 2021. Retrieved November 8, 2013.
  91. ^ Lohr, Steve (November 8, 2012). "The Obama Campaign's Technology Is a Force Multiplier". The New York Times. Archived from the original on November 8, 2013. Retrieved June 24, 2021.{{cite news}}: CS1 maint: unfit URL (link)
  92. ^ "US court rules for Amazon.com in CIA cloud contract dispute". Reuters. October 8, 2013. Archived from the original on January 14, 2021. Retrieved April 6, 2016.
  93. ^ Benrath, Bastian (March 3, 2019). "Cloudsparte AWS: Die Sonne hinter Amazons Wolken" [AWS Cloud Services: The sun behind Amazon's clouds]. Frankfurter Allgemeine Zeitung (in German). ISSN 0174-4909. Archived from the original on December 4, 2021. Retrieved June 24, 2021.
  94. ^ Hitchens, Theresa (August 23, 2019). "Navy Takes First Big Step To Cloud, Pushing Logistics To Amazon's Service". Breaking Defense. Archived from the original on October 31, 2020. Retrieved August 26, 2019.
  95. ^ Smith, Connor. "Why DISH Was the Best-Performing Stock in the S&P 500 Today". Barron's. Archived from the original on April 21, 2021. Retrieved April 21, 2021.
  96. ^ Warrell, Helen; Fildes, Nic. "Amazon strikes deal with UK spy agencies to host top-secret material". The Irish Times. Archived from the original on October 26, 2021. Retrieved October 26, 2021.
  97. ^ Farrell, Maureen (December 7, 2022). "Pentagon Divides Big Cloud-Computing Deal Among 4 Firms". The New York Times.
  98. ^ "Bloomberg Adds Data License Content to AWS Cloud". December 13, 2021. Archived from the original on December 14, 2021. Retrieved May 29, 2022.
  99. ^ "Tradeweb teams up with Amazon Web Services to expand access to closing price data - The TRADE". www.thetradenews.com. Archived from the original on May 27, 2022. Retrieved May 27, 2022.
  100. ^ "AWS battle of the titans continues as Itiviti begins cloud transformation of its entire trading infrastructure". October 27, 2020. Archived from the original on September 27, 2022. Retrieved May 29, 2022.
  101. ^ "Summary of outage occurring April 20–22, 2011". April 29, 2011. Archived from the original on December 4, 2020. Retrieved July 17, 2013.
  102. ^ "Summary of the AWS Service Event in the US East Region". July 2, 2012. Archived from the original on December 2, 2020. Retrieved July 17, 2013.
  103. ^ "Summary of the October 22, 2012 AWS Service Event in the US-East Region". October 22, 2012. Archived from the original on September 5, 2013. Retrieved July 17, 2013.
  104. ^ Bishop, Bryan (December 24, 2012). "Netflix streaming down on some devices due to Amazon issues". The Verge. Archived from the original on July 25, 2020. Retrieved February 5, 2013.
  105. ^ "Summary of the December 24, 2012 Amazon ELB Service Event in the US-East Region". December 24, 2012. Archived from the original on August 7, 2013. Retrieved July 17, 2013.
  106. ^ "Summary of the Amazon S3 Service Disruption in the Northern Virginia (US-EAST-1) Region". amazon.com. Archived from the original on January 12, 2021. Retrieved March 2, 2017.
  107. ^ A typo blew up part of the internet Tuesday Archived November 12, 2020, at the Wayback Machine CNET, Retrieved March 2, 2017
  108. ^ Speed, Richard. "AWS admits to 'severely impaired' services in US-EAST-1, can't even post updates to Service Health Dashboard". www.theregister.com. Archived from the original on December 19, 2020. Retrieved November 25, 2020.
  109. ^ Canales, Katie; Dean, Grace. "Amazon Web Services is back up after a massive outage that hit sites including Roku, Adobe, and Target-owned Shipt". Business Insider. Archived from the original on December 15, 2020. Retrieved November 26, 2020.
  110. ^ Palmer, Annie (December 7, 2021). "Amazon Web Services outage brings some delivery operations to a standstill". CNBC. Archived from the original on May 21, 2022. Retrieved December 9, 2021.
  111. ^ "Setting permissions to enable accounts for upcoming AWS Regions | AWS Security Blog". aws.amazon.com. March 21, 2019. Archived from the original on March 11, 2024. Retrieved March 10, 2024.
  112. ^ "AWS Global Infrastructure". About AWS. Archived from the original on December 28, 2013. Retrieved May 31, 2017.
  113. ^ "Just how big is Amazon's AWS business? (hint: it's absolutely massive)". Geek.com. Archived from the original on December 23, 2019. Retrieved December 22, 2014.
  114. ^ "Global Infrastructure". Amazon Web Services, Inc. Archived from the original on December 28, 2013. Retrieved April 6, 2016.
  115. ^ "Amazon group's web services signs cooperation agreement with New Zealand". Radio New Zealand. March 23, 2023. Archived from the original on March 25, 2023. Retrieved April 8, 2023.
  116. ^ Pomerantz, David. "AWS and Sustainable Energy". Amazon. Archived from the original on December 14, 2020. Retrieved June 15, 2015.
  117. ^ a b Burt, Jeffrey (June 10, 2015). "AWS to Build Solar Farm to Help Power Cloud Data Centers". eWeek.[permanent dead link]
  118. ^ "Pattern Development Completes Financing and Starts Construction of Amazon Wind Farm Project in Indiana". Pattern Energy Group LP. Archived from the original on September 18, 2020. Retrieved July 27, 2017.
  119. ^ "AWS & Sustainability". Amazon Web Services, Inc. Archived from the original on April 7, 2016. Retrieved April 6, 2016.
  120. ^ "AWS Pop-up Lofts". Amazon Web Services, Inc. Archived from the original on December 3, 2020. Retrieved March 22, 2018.
  121. ^ "Head in the cloud: Amazon Web Services' SoMa pop-up now permanent". August 2015. Archived from the original on July 27, 2020. Retrieved February 16, 2016.
  122. ^ Zipkin, Nina (August 19, 2015). "Why Amazon Added a Pop-Up Loft in NYC". Archived from the original on July 27, 2020. Retrieved February 16, 2016.
  123. ^ "Like Target and Porsche, Amazon Web Services opens pop-up shop in NYC". May 19, 2015. Archived from the original on July 27, 2020. Retrieved February 16, 2016.
  124. ^ "Amazon Web Services opens Pop-up Loft in Berlin". September 22, 2015. Archived from the original on February 5, 2016. Retrieved February 16, 2016.
  125. ^ "Amazon's Pop-up loft heading to Tel Aviv". February 16, 2016. Archived from the original on July 27, 2020. Retrieved February 16, 2016.
  126. ^ Tung, Liam. "Amazon gets startup-friendly with AWS Loft space in London". ZDNet. Archived from the original on August 9, 2020. Retrieved January 31, 2017.
  127. ^ "New York". Amazon Web Services, Inc. Archived from the original on September 21, 2020. Retrieved June 8, 2020.
  128. ^ "AWS Loft San Francisco". Amazon Web Services, Inc. Archived from the original on December 16, 2020. Retrieved June 8, 2020.
  129. ^ "AWS Loft Tokyo 〜 挑戦をカタチにする場所へ 〜 | AWS". Amazon Web Services, Inc. (in Japanese). Archived from the original on November 20, 2020. Retrieved June 8, 2020.
  130. ^ "AWS re:Start to teach digital skills to young people and military veterans". itpro.co.uk. January 12, 2017. Archived from the original on January 25, 2021. Retrieved February 21, 2017.
  131. ^ "AWS commits $30 million to startups led by underrepresented founders". Philanthropy News Digest. April 22, 2022. Archived from the original on April 22, 2022. Retrieved May 5, 2022.
  132. ^ "Carbon Footprint of Cloud Service Providers" (PDF). Archived (PDF) from the original on December 29, 2021. Retrieved October 26, 2016.
  133. ^ "AWS, Google Cloud, Equinix among Europe climate neutral data centre pact founders". January 21, 2021. Archived from the original on January 28, 2021. Retrieved January 29, 2021.
  134. ^ "Amazon Sets a New Record for Most Renewable Energy Purchased by a Single Company". Press Center. January 31, 2023. Archived from the original on January 23, 2024. Retrieved January 23, 2024.
  135. ^ "9 takeaways from Amazon's 2022 Sustainability Report". US About Amazon. July 18, 2023. Archived from the original on January 23, 2024. Retrieved January 23, 2024.
  136. ^ Biddle, Sam BiddleMaryam SalehSam; SalehAugust 25, 2021, Maryam. "Little-Known Federal Software Can Trigger Revocation of Citizenship". The Intercept. Archived from the original on September 21, 2021. Retrieved September 21, 2021.{{cite news}}: CS1 maint: numeric names: authors list (link)
  137. ^ "Cuccinelli Announces USCIS' FY 2019 Accomplishments and Efforts to Implement President Trump's Goals". www.uscis.gov. October 16, 2019. Archived from the original on September 21, 2021. Retrieved September 21, 2021.
  138. ^ "U.S. Government Is Using an Algorithm to Flag American Citizens for Denaturalization: Report". Gizmodo. Archived from the original on September 21, 2021. Retrieved September 21, 2021.
  139. ^ Biddle, Sam (May 18, 2022). "Google and Amazon face shareholder revolt over Israeli defense work". The Intercept. Archived from the original on December 21, 2023. Retrieved May 21, 2024.
  140. ^ "Google and Amazon shareholders to oppose Israel's Project Nimbus in resolutions". The New Arab. May 19, 2022. Archived from the original on May 21, 2024. Retrieved May 21, 2024.
  141. ^ a b Anonymous (October 12, 2021). "We are Google and Amazon workers. We condemn Project Nimbus". The Guardian. Archived from the original on May 18, 2023. Retrieved May 21, 2024.
  142. ^ "'No Tech for Apartheid': Google Workers Push for Cancellation of Secretive $1.2B Project with Israel". Democracy Now!. September 1, 2022. Archived from the original on October 21, 2023. Retrieved May 21, 2024.
  143. ^ Biddle, Sam (May 1, 2024). "Israeli weapons firms required to buy cloud services from Google and Amazon". Archived from the original on May 18, 2024. Retrieved May 21, 2024.
  144. ^ Fundamentals of Software Architecture: An Engineering Approach. O'Reilly Media. 2020. ISBN 978-1492043454.
  145. ^ Serverless Architectures on AWS With Examples Using AWS Lambda. Manning. ISBN 9781638351146.
  146. ^ AWS for Non-Engineers. Manning. ISBN 9781633439948.
  147. ^ Network Programmability and Automation Skills for the Next-Generation Network Engineer. O'Reilly Media. ISBN 9781098110789.
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