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A Modeling Language for Multi-Tenant Data Architecture Evolution in Cloud Applications
School of Computing and Communications A Modeling Language for Multi-tenant Data Architecture Evolution in Cloud Applications Assylbek Sagitzhanuly Jumagaliyev M.Sc., International Information Technologies University, 2014 B.Sc., Suleyman Demirel University, 2011 Thesis submitted for the degree of Doctor of Philosophy 29 April 2019 Abstract Multi-tenancy enables efficient resource utilization by sharing application resources across multiple customers (i.e., tenants). Hence, applications built using this pat- tern can be o↵ered at a lower price and reduce maintenance e↵ort as less application instances and supporting cloud resources must be maintained. These properties en- courage cloud application providers to adopt multi-tenancy to their existing appli- cations, yet introducing this pattern requires significant changes in the application structure to address multi-tenancy requirements such as isolation of tenants, exten- sibility of the application, and scalability of the solution. In cloud applications, the data layer is often the prime candidate for multi-tenancy, and it usually comprises acombinationofdi↵erentcloudstoragesolutionssuchasblobstorage,relational and non-relational databases. These storage types are conceptually and tangibly di- vergent, each requiring its own partitioning schemes to meet multi-tenancy require- ments. Currently, multi-tenant data architectures are implemented using manual coding methods, at times following guidance and patterns o↵ered by cloud prov- iders. However, such manual implementation approach tends to be time consum- ing and error prone. Several modeling methods based on Model-Driven Engineer- ing (MDE) and Software Product Line Engineering (SPLE) have been proposed to capture multi-tenancy in cloud applications. These methods mainly generate cloud deployment configurations from an application model, though they do not automate implementation or evolution of applications. -
AWS Risk and Compliance Whitepaper for Additional Details - Policy Available At
Amazon Web Services: Risk and Compliance January 2017 (Consult http://aws.amazon.com/compliance/resources for the latest version of this paper) Amazon Web Services Risk and Compliance January 2017 This document is intended to provide information to assist AWS customers with integrating AWS into their existing control framework supporting their IT environment. This document includes a basic approach to evaluating AWS controls and provides information to assist customers with integrating control environments. This document also addresses AWS-specific information around general cloud computing compliance questions. Table of Contents Risk and Compliance Overview .......................................................................................................................3 Shared Responsibility Environment ............................................................................................................................................... 3 Strong Compliance Governance ...................................................................................................................................................... 4 Evaluating and Integrating AWS Controls ...................................................................................................4 AWS IT Control Information ........................................................................................................................................................... 5 AWS Global Regions ......................................................................................................................................................................... -
Data Center Industry Overview Colby Synesael.Pdf
INDUSTRY OVERVIEW MARCH 2019 Colby Synesael Senior Equity Research Analyst Cowen and Company 646 562 1355 [email protected] DATA CENTERS ARE PART OF COMMUNICATIONS INFRASTRUCTURE What Is Communications Infrastructure? • What Is Communications Infrastructure? – The idea that macro towers, data centers, optical fiber, and small cells/DAS represent one asset class whose singular purpose is the enablement of communications, and in so doing have developed business models very similar to one another, and in many cases more similar to the real estate industry than the telecom services industry. • Key attributes – Unit pricing increases over time (typically with an escalator) – Long-term contracts – High contribution margin • Think like a real estate company – Dark fiber, colocation, towers, land rights all qualify as REIT assets by the IRS – Return-oriented decision making – Value of AFFO as a metric • Scale matters – Supply chain mgmt. (i.e. cost to build) – Geographic diversity – Relatively low cost of capital Source: Cowen and Company “The Edge” Is The Next Frontier • Creating new opportunities • Fiber routes • Small cells • Data centers (more locations/smaller footprint per location) • Where the end-users of digital services reside • Compute/storage needs to occur closer to them • Tier II/III markets • Where wireless infrastructure meets wireline infrastructure Source: Cowen and Company SECTOR PERFORMANCE Strong Sector Performance Communications Infrastructure Index: 5-Year Performance (Indexed to 100 on 01/31/2014) 280 260 240 139% 220 200 180 160 140 120 100 80 Comm. Infra. Index Stocks: AMT, COR, CCI, CONE, DLR, EQIX, INXN, UNIT, QTS, SBAC, SWCH, ZAYO Data Center Index Stocks: COR, CONE, DLR, EQIX, INXN, QTS, SWCH Source: Thomson Reuters Strong Sector Performance Communications Infrastructure Index vs. -
Data Migration for Large Scientific Datasets in Clouds
Azerbaijan Journal of High Performance Computing, Vol 1, Issue 1, 2018, pp. 66-86 https://doi.org/10.32010/26166127.2018.1.1.66.86 Data Migration for Large Scientific Datasets in Clouds Akos Hajnal1, Eniko Nagy1, Peter Kacsuk1 and Istvan Marton1 1Institute for Computer Science and Control, Hungarian Academy of Sciences (MTA SZTAKI), Budapest, Hungary, [email protected], [email protected], *Correspondence: [email protected] Peter Kacsuk, nstitute for Computer Science and Control, Hungarian Academy of Sciences Abstract (MTA SZTAKI), Budapest, Hungary, peter.kacsuk@ Transferring large data files between various storages including sztaki.mta.hu cloud storages is an important task both for academic and commercial users. This should be done in an efficient and secure way. The paper describes Data Avenue that fulfills all these conditions. Data Avenue can efficiently transfer large files even in the range of TerraBytes among storages having very different access protocols (Amazon S3, OpenStack Swift, SFTP, SRM, iRODS, etc.). It can be used in personal, organizational and public deployment with all the security mechanisms required for these usage configurations. Data Avenue can be used by a GUI as well as by a REST API. The papers describes in detail all these features and usage modes of Data Avenue and also provides performance measurement results proving the efficiency of the tool that can be accessed and used via several public web pages. Keywords: data management, data transfer, data migration, cloud storage 1. Introduction In the last 20 years collecting and processing large scientific data sets have been gaining ever increasing importance. -
File & Servexpress
EQUINIX CUSTOMER SUCCESS STORY FILE & SERVEXPRESS LEGAL E-Filing service provider speeds time to production, and delivers secure, high-performance connections through Equinix- Logicworks partnership Executive Overview File & ServeXpress needed to quickly integrate two disparate product lines as it launched its integrated Software as a Service (SaaS) platform for the legal industry. As a long-time Equinix customer, with infrastructure located in the company’s NY4 IBX data center, File & ServeXpress came to Equinix looking for a data center solution that included managed services. Equinix was able to tap the growing ecosystem of cloud providers across its vast network of IBX data centers to deliver a solution that included access to existing cloud customer and managed service provider, Logicworks. Its partnership with Equinix and Logicworks allowed File & ServeXpress to significantly accelerate time-to-production, enable comprehensive disaster preparedness, meet critical compliance requirements and Results provide the lowest latency connectivity to national court systems and other end-users. The combination of Logicworks and Equinix enabled File & ServeXpress to: The Customer • Accelerate time-to-production and File & ServeXpress works at the crossroads of the legal and SaaS industries to bridge launch the integrated SaaS platform the gap between intelligent e-discovery and secure document distribution to court systems on schedule, with ambitious goals for around the United States. The Irving, Texas,-based company was formed in 2012 through “go-live” production capabilities an acquisition of two pioneers of e-Filing and electronic service – CaseFileXpress and File & Serve, a former LexisNexis company. The combination of more than 30 years of • Confidently and securely host critical experience in legal e-filing and secure legal document distribution created an industry e-discovery data for its clients leading service. -
Cloud Computing for Logistics 12
The Supply Chain Cloud YOUR GUIDE TO CONTRACTS STANDARDS SOLUTIONS www.thesupplychaincloud.com 1 CONTENTS EUROPEAN COMMISSION PAGE Unleashing the Potential of Cloud Computing 4 TRADE TECH Cloud Solutions for Trade Security Implications for the Overall Supply Chain 7 CLOUD SECURITY ALLIANCE Cloud Computing: It’s a Matter of Transparency and Education 10 FRAUNHOFER INSTITUTE The Logistics Mall – Cloud Computing for Logistics 12 AXIT AG connecting logistics Supply Chain Management at the Push of a Button 17 INTEGRATION POINT Global Trade Management and the Cloud – Does It Work? 18 THE OPEN GROUP Cloud Computing Open Standards 20 WORKBOOKS CRM As A Service for Supply Chain Management 24 GREENQLOUD Sustainability in the Data Supply Chain 26 CLOUD INDUSTRY FORUM Why the need for recognised Cloud certification? 31 COVISINT Moving to the Cloud 32 CLOUD STANDARDS CUSTOMER COUNCIL Applications in the Cloud – Adopt, Migrate, or Build? 38 FABASOFT “United Clouds of Europe” for the Supply Chain Industry 42 EUROCLOUD How Cloud Computing will Revolutionise the European Economy 45 BP DELIVERY The cloud value chain needs services brokers 48 2 3 EUROPEAN COMMISSION Unleashing the Potential of Cloud Computing Cloud computing can bring significant advantages to citizens, businesses, public administrations and other organisations in Europe. It allows cost savings, efficiency boosts, user-friendliness and accelerated innovation. However, today cloud computing benefits cannot be fully exploited, given a number of uncertainties and challenges that the use of cloud computing services brings. In September 2012, the European Commission announced its Cutting Through The Jungle of Standards Cloud Computing Strategy, a new strategy to boost European The cloud market sees a number of standards, covering different business and government productivity via cloud computing. -
Software, Internet & IT Infrastructure M&A Report: 2011
PEACHTREE CAPITAL ADVISORS, INC. Software, Internet & IT Infrastructure M&A Report: 2011 Peachtree Capital Advisors, Inc. is a Pasadena, CA-based investment bank providing M&A advisory services to growth and middle market software, Internet and IT infrastructure companies both in the U.S. and abroad. With 15 years of experience, Managing Director and founder John Doyle has closed and structured over twenty-five deals and possesses a strong knowledgebase of financial and strategic buyers in these sectors. If you are interested in learning more about valuation, positioning, preparation, or the merger and acquisition process, please visit www.peachtreecapitaladvisors.com or contact John Doyle at 626-204-4047. Software, Internet & IT Infrastructure M&A Report: 2011 This report does not seek to prove that volume or the deal value of M&A has increased, primarily because that is a near impossible statistic to obtain on a congruent basis, but to discuss valuation multiples, M&A trends and transaction rationale in the Software, Internet & IT Infrastructure sectors. In this year of cautious optimism and grinding economic growth, it is safe to say that buying won in the proverbial buy versus build question. In 2010, many companies slashed costs and hoarded cash. However, in Q1 2011, the economy began to grow and growth expectations in the market elevated; as a result, equity investors favored growth companies. Faced with the decision to invest in organic growth (risky corporate finance projects or internal R&D), grow through acquisition, or distribute funds back to investors, CEOs overwhelmingly decided to make small strategic hyper-growth acquisitions of companies they were familiar with. -
Utrecht University Dynamic Automated Selection and Deployment Of
Utrecht University Master Thesis Business Informatics Dynamic Automated Selection and Deployment of Software Components within a Heterogeneous Multi-Platform Environment June 10, 2015 Version 1.0 Author Sander Knape [email protected] Master of Business Informatics Utrecht University Supervisors dr. S. Jansen (Utrecht University) dr.ir. J.M.E.M. van der Werf (Utrecht University) dr. S. van Dijk (ORTEC) Additional Information Thesis Title Dynamic Automated Selection and Deployment of Software Components within a Heterogeneous Multi-Platform Environment Author S. Knape Student ID 3220958 First Supervisor dr. S. Jansen Universiteit Utrecht Department of Information and Computing Sciences Buys Ballot Laboratory, office 584 Princetonplein 5, De Uithof 3584 CC Utrecht Second Supervisor dr.ir. J.M.E.M. van der Werf Universiteit Utrecht Department of Information and Computing Sciences Buys Ballot Laboratory, office 584 Princetonplein 5, De Uithof 3584 CC Utrecht External Supervisor dr. S. van Dijk Manager Technology & Innovation ORTEC Houtsingel 5 2719 EA Zoetermeer i Declaration of Authorship I, Sander Knape, declare that this thesis titled, ’Dynamic Automated Selection and Deployment of Software Components within a Heterogeneous Multi-Platform Environment’ and the work presented in it are my own. I confirm that: This work was done wholly or mainly while in candidature for a research degree at this University. Where any part of this thesis has previously been submitted for a degree or any other qualification at this University or any other institution, this has been clearly stated. Where I have consulted the published work of others, this is always clearly attributed. Where I have quoted from the work of others, the source is always given. -
Sustainability As a Growth Strategy Eiríkur S
Green is the new Green: Sustainability as a growth strategy Eiríkur S. Hrafnsson Co-Founder Chief Global Strategist @greenqloud GreenQloud.com Cloud Computing Rocket fuel for innovation New and previously impossible services based on public clouds Mobile computing needs clouds! Internet of things has hardly started “Within seven years there will be 50 billion intelligent devices connected to the internet." - Al Gore Hyper growth challenge 40 Global Data is doubling Global storage (Zettabytes) * 30 every 2 years. 20 We have only processed 1% 10 2012 - 2+ ZB 2020 - 40 ZB 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2022 - 80 ZB Most data centers are running on fossil fuels. Cloud providers use less than 25% renewable energy of global CO2 emissions in 2007 - We are at ~3% now! 2% - Gartner 2020 estimation of CO2 emissions by IT - McKinsey & Company 4% “Your sustainability strategy IS your growth strategy” -Hannah Jones CSO Circular Economy - Growth from sustainability Circular Economy - Growth from sustainability IT Growth, Foresting, Food Production... XYZ industry growth cannot be sustained without sustainability...duh! Sustainability focused brands Hyper growth challenge 40 Global Data is doubling Global storage (Zettabytes) * 30 every 2 years. 20 We have only processed 1% 10 2012 - 2+ ZB 2020 - 40 ZB 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2022 - 80 ZB Sustainable Public Cloud Computing Easy to use on Iceland & Renewable Energy Seattle (Q1) StorageQloud ComputeQloud (S3 & SQAPI) (EC2) Truly Green and Cheaper Turnkey -
View Whitepaper
INFRAREPORT Top M&A Trends in Infrastructure Software EXECUTIVE SUMMARY 4 1 EVOLUTION OF CLOUD INFRASTRUCTURE 7 1.1 Size of the Prize 7 1.2 The Evolution of the Infrastructure (Public) Cloud Market and Technology 7 1.2.1 Original 2006 Public Cloud - Hardware as a Service 8 1.2.2 2016 - 2010 - Platform as a Service 9 1.2.3 2016 - 2019 - Containers as a Service 10 1.2.4 Container Orchestration 11 1.2.5 Standardization of Container Orchestration 11 1.2.6 Hybrid Cloud & Multi-Cloud 12 1.2.7 Edge Computing and 5G 12 1.2.8 APIs, Cloud Components and AI 13 1.2.9 Service Mesh 14 1.2.10 Serverless 15 1.2.11 Zero Code 15 1.2.12 Cloud as a Service 16 2 STATE OF THE MARKET 18 2.1 Investment Trend Summary -Summary of Funding Activity in Cloud Infrastructure 18 3 MARKET FOCUS – TRENDS & COMPANIES 20 3.1 Cloud Providers Provide Enhanced Security, Including AI/ML and Zero Trust Security 20 3.2 Cloud Management and Cost Containment Becomes a Challenge for Customers 21 3.3 The Container Market is Just Starting to Heat Up 23 3.4 Kubernetes 24 3.5 APIs Have Become the Dominant Information Sharing Paradigm 27 3.6 DevOps is the Answer to Increasing Competition From Emerging Digital Disruptors. 30 3.7 Serverless 32 3.8 Zero Code 38 3.9 Hybrid, Multi and Edge Clouds 43 4 LARGE PUBLIC/PRIVATE ACQUIRERS 57 4.1 Amazon Web Services | Private Company Profile 57 4.2 Cloudera (NYS: CLDR) | Public Company Profile 59 4.3 Hortonworks | Private Company Profile 61 Infrastructure Software Report l Woodside Capital Partners l Confidential l October 2020 Page | 2 INFRAREPORT -
Reducing Email Service's Carbon Emission with Minimum Cost THESIS Presented in Partial Fulfillment of the Requireme
GreenMail: Reducing Email Service’s Carbon Emission with Minimum Cost THESIS Presented in Partial Fulfillment of the Requirements for the Degree Master of Science in the Graduate School of The Ohio State University By Chen Li, B.S. Graduate Program in Computer Science and Engineering The Ohio State University 2013 Master's Examination Committee: Christopher Charles Stewart, Advisor Xiaorui Wang Copyright by Chen Li 2013 Abstract Internet services contribute a large fraction of worldwide carbon emission nowadays, in a context of increasing number of companies tending to provide and more and more developers use Internet services. Noticeably, a trend is those service providers are trying to reduce their carbon emissions by utilizing on-site or off-site renewable energy in their datacenters in order to attract more customers. With such efforts have been paid, there are still some users who are aggressively calling for even cleaner Internet services. For example, over 500,000 Facebook users petitioned the social networking site to use renewable energy to power its datacenter [1]. However, it seems impossible for such demand to be satisfied merely from the inside of those production datacenters, considering the transition cost and stability. Outside the existing Internet services, on the other hand, may easily set up a proxy service to attract those renewable-energy-sensitive users, by 1) using carbon neutral or even over-offsetting cloud instances to bridge the end user and traditional Internet services; and 2) estimating and offsetting the carbon emissions from the traditional Internet services. In our paper, we proposed GreenMail, which is a general IMAP proxy caching system that connects email users and traditional email services. -
Tech Trailblazers Awards Finalists Voting Opens
FOR IMMEDIATE RELEASE www.techtrailblazers.com Tech Trailblazers Awards Finalists Voting Opens Which startups have the most promising technologies? Vote for your favorites now London, 18th December 2013 – The Tech Trailblazers Awards, first annual awards program for enterprise information technology startups, today announced the opening of voting for shortlisted finalists across the nine categories of Big Data, Cloud, Emerging Markets, Infosecurity, Mobile, Networking, Storage, Sustainable IT and Virtualization. The voting process is managed using technology by web-based ideation and innovation management pioneer Wazoku. The winners of the Tech Trailblazers Awards will be determined by the voting public and the judging panel. Which startups have the most promising technologies? Discover the finalists and vote for your favorites now on the Tech Trailblazers website by clicking on the Vote Now tab. Voting closes at 23:59pm on Thursday 23rd January 2014. This second year of the awards has received an even higher level of high quality entrants, with an 18% increase in entrants, making the work of the judges even more challenging. The finalists showcase the finest of enterprise tech innovation that the world has to offer with representative startups from Argentina, Belgium, France, Iceland, India, Ireland, Kenya, Nigeria, Norway, Spain, the UK and the US. Here is an overview of all the amazing enterprise tech startups you can vote for over the coming months. Finalists in the Tech Trailblazers Awards Big Data -Cedexis (@Cedexis), www.cedexis.com