Welcome!

Government Cloud Authors: Elizabeth White, Liz McMillan, Pat Romanski, Dana Gardner, Gopala Krishna Behara

Related Topics: @CloudExpo

@CloudExpo: Article

A Berkeley View of Cloud Computing: New Report

The long dreamed vision of computing as a utility is finally emerging

Founded through the generous support of Google, Microsoft and Sun, UC Berkeley's RAD Lab has released "A Berkeley View of Cloud Computing" - a technical report arguing that the construction and operation of extremely large-scale, commodity-computer data centers at low-cost locations was the key necessary enabler of Cloud Computing, and outlining ten obstacles including Data Confidentiality and Auditability, Bugs in Large-Scale Distributed Systems, and what the report calls Reputation Fate Sharing.

"The long dreamed vision of computing as a utility is finally emerging," the report nonetheless concludes.



Among the remarks in the Executive Summary is the observation that' "companies with large batch-oriented tasks can get results as quickly as their programs can scale, since using 1000 servers for one hour costs no more than using one server for 1000 hours."

Other forthright statements by the reports' authors include the following:

On Cloud Computing's Fundamental Impact

"Cloud Computing is likely to have the same impact on software that foundries have had on the hardware industry."

On the Economic Benefits of the Cloud

"Although the economic appeal of Cloud Computing is often described as 'converting capital expenses to operating expenses' (CapEx to OpEx), we believe the phrase 'pay as you go' more directly captures the economic benefit to the buyer."

On the Opportunities for Application Developers

"While we have yet to see fundamentally new types of applications enabled by Cloud Computing, we believe that several important classes of existing applications will become even more compelling with Cloud Computing and contribute further to its momentum."

The ten potential obstacles are labeled by the report as follows:

  1. Availability of Service
  2. Data Lock-In
  3. Data Confidentiality and Auditability
  4. Data Transfer Bottlenecks
  5. Performance Unpredictability
  6. Scalable Storage
  7. Bugs in Large Distributed Systems
  8. Scaling Quickly
  9. Reputation Fate Sharing
  10. Software Licensing

The report, titled "Above the Clouds," is essential reading for anyone involved in Cloud Computing today and tomorrow.

Authored by Michael Armbrust, Armando Fox, Rean Griffith, Anthony D. Joseph, Randy H. Katz, Andrew Konwinski, Gunho Lee, David A. Patterson, Ariel Rabkin, Ion Stoica and Matei Zaharia. The authors request that any comments be sent to them at abovetheclouds (at) cs.berkeley.edu.

More Stories By Jeremy Geelan

Jeremy Geelan is Chairman & CEO of the 21st Century Internet Group, Inc. and an Executive Academy Member of the International Academy of Digital Arts & Sciences. Formerly he was President & COO at Cloud Expo, Inc. and Conference Chair of the worldwide Cloud Expo series. He appears regularly at conferences and trade shows, speaking to technology audiences across six continents. You can follow him on twitter: @jg21.

Comments (0)

Share your thoughts on this story.

Add your comment
You must be signed in to add a comment. Sign-in | Register

In accordance with our Comment Policy, we encourage comments that are on topic, relevant and to-the-point. We will remove comments that include profanity, personal attacks, racial slurs, threats of violence, or other inappropriate material that violates our Terms and Conditions, and will block users who make repeated violations. We ask all readers to expect diversity of opinion and to treat one another with dignity and respect.


IoT & Smart Cities Stories
IT professionals are also embracing the reality of Serverless architectures, which are critical to developing and operating real-time applications and services. Serverless is particularly important as enterprises of all sizes develop and deploy Internet of Things (IoT) initiatives. Serverless and Kubernetes are great examples of continuous, rapid pace of change in enterprise IT. They also raise a number of critical issues and questions about employee training, development processes, and opera...
This month @nodexl announced that ServerlessSUMMIT & DevOpsSUMMIT own the world's top three most influential Kubernetes domains which are more influential than LinkedIn, Twitter, YouTube, Medium, Infoworld and Microsoft combined. NodeXL is a template for Microsoft® Excel® (2007, 2010, 2013 and 2016) on Windows (XP, Vista, 7, 8, 10) that lets you enter a network edge list into a workbook, click a button, see a network graph, and get a detailed summary report, all in the familiar environment of...
At CloudEXPO Silicon Valley, June 24-26, 2019, Digital Transformation (DX) is a major focus with expanded DevOpsSUMMIT and FinTechEXPO programs within the DXWorldEXPO agenda. Successful transformation requires a laser focus on being data-driven and on using all the tools available that enable transformation if they plan to survive over the long term. A total of 88% of Fortune 500 companies from a generation ago are now out of business. Only 12% still survive. Similar percentages are found throug...
AI and machine learning disruption for Enterprises started happening in the areas such as IT operations management (ITOPs) and Cloud management and SaaS apps. In 2019 CIOs will see disruptive solutions for Cloud & Devops, AI/ML driven IT Ops and Cloud Ops. Customers want AI-driven multi-cloud operations for monitoring, detection, prevention of disruptions. Disruptions cause revenue loss, unhappy users, impacts brand reputation etc.
At CloudEXPO Silicon Valley, June 24-26, 2019, Digital Transformation (DX) is a major focus with expanded DevOpsSUMMIT and FinTechEXPO programs within the DXWorldEXPO agenda. Successful transformation requires a laser focus on being data-driven and on using all the tools available that enable transformation if they plan to survive over the long term. A total of 88% of Fortune 500 companies from a generation ago are now out of business. Only 12% still survive. Similar percentages are found throug...
Atmosera delivers modern cloud services that maximize the advantages of cloud-based infrastructures. Offering private, hybrid, and public cloud solutions, Atmosera works closely with customers to engineer, deploy, and operate cloud architectures with advanced services that deliver strategic business outcomes. Atmosera's expertise simplifies the process of cloud transformation and our 20+ years of experience managing complex IT environments provides our customers with the confidence and trust tha...
The Japan External Trade Organization (JETRO) is a non-profit organization that provides business support services to companies expanding to Japan. With the support of JETRO's dedicated staff, clients can incorporate their business; receive visa, immigration, and HR support; find dedicated office space; identify local government subsidies; get tailored market studies; and more.
At CloudEXPO Silicon Valley, June 24-26, 2019, Digital Transformation (DX) is a major focus with expanded DevOpsSUMMIT and FinTechEXPO programs within the DXWorldEXPO agenda. Successful transformation requires a laser focus on being data-driven and on using all the tools available that enable transformation if they plan to survive over the long term. A total of 88% of Fortune 500 companies from a generation ago are now out of business. Only 12% still survive. Similar percentages are found throug...
As you know, enterprise IT conversation over the past year have often centered upon the open-source Kubernetes container orchestration system. In fact, Kubernetes has emerged as the key technology -- and even primary platform -- of cloud migrations for a wide variety of organizations. Kubernetes is critical to forward-looking enterprises that continue to push their IT infrastructures toward maximum functionality, scalability, and flexibility. As they do so, IT professionals are also embr...
In his general session at 19th Cloud Expo, Manish Dixit, VP of Product and Engineering at Dice, discussed how Dice leverages data insights and tools to help both tech professionals and recruiters better understand how skills relate to each other and which skills are in high demand using interactive visualizations and salary indicator tools to maximize earning potential. Manish Dixit is VP of Product and Engineering at Dice. As the leader of the Product, Engineering and Data Sciences team at D...