SOA Adapted from “A View of Cloud Computing” UC Berkeley 1 Master of Information System Management Service Oriented Architecture Cloud Computing.

Présentation au sujet: "SOA Adapted from “A View of Cloud Computing” UC Berkeley 1 Master of Information System Management Service Oriented Architecture Cloud Computing."— Transcription de la présentation:

1 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley 1 Master of Information System Management 95-843 Service Oriented Architecture Cloud Computing and SOA Notes adapted from “A View of Cloud Computing”, Armbrust, and others -UC Berkeley Reliable, Adaptive, Distributed Systems Laboratory

2 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley Cloud Computing 2 Master of Information System Management From “A View of Cloud Computing”, Armbrust, and others -UC Berkeley Reliable, Adaptive, Distributed Systems Laboratory

3 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley Suppose you have an innovative idea… You need a large capital outlay in hardware. You need talented humans to operate and maintain the system. There is an over provisioning risk – the new system may not be as popular as you hoped. There is an under provisioning risk - missing and losing potential users. Cloud computing allows you to start small and grow as needed. 3 Master of Information System Management

4 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley Over or Under- Provisioning 4 Master of Information System Management

5 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley Over or Under- Provisioning 5 Master of Information System Management Shaded area is unused capability. Shaded area represents requests not served. Less and less demand.

6 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley Master of Information System Management Real world estimates Average server utilization is 5% to 20%. Peak workload exceeds the average by factors of 2 to 10. Users provision for the peak. Peak loads may occur based on the time of day or based on other factors (e.g. photo sharing after the holidays, drop/add within two weeks of start of term, etc.) 6 Master of Information System Management

7 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley Or, suppose you have as large batch-oriented task? How do we benefit from using a cloud? 1000 servers for one hour costs not more than 1 server for 1000 hours. This degree of elasticity may be unprecedented in the history of IT. 7 Master of Information System Management

8 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley Three new aspects The illusion of infinite computing resources on demand (no far ahead provisioning concerns) The elimination of up front commitment by cloud users (start small and grow) Pay for resources on a short term basis as needed (reward conservation) 8 Master of Information System Management

9 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley Key Enablers Construction and operation of extremely large-scale commodity- computer datacenters at low cost locations Statistical multiplexing to increase utilization (to each according to his needs) – varies over time – this differs from traditional hosting Virtualization of computation, storage, and communication 9 Master of Information System Management

10 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley Three Examples AppEngine (Google) Build scalable web applications fast. Not for general purpose computing. Azure (Microsoft) Use.NET and.NET libraries as needed. General purpose computing on a Microsoft platform. EC2 (Amazon) Elastic Compute Cloud (Choose OS and the entire software stack. General purpose computing 10 Master of Information System Management

11 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley Three Examples AppEngine (Google) Least flexible Application domain-specific platform Automatic scaling and high availability Proprietary megastore for data storage Azure (Microsoft) Moderately Flexible Language independent software development platform EC2 (Amazon) Highly Flexible Hardware virtual machine You build from the kernel upward 11 Master of Information System Management

12 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley Top 10 Obstacles To Cloud Computing 1.Business continuity and service availability Will the cloud provider remain in business over the long haul? Can we prevent a single point of failure by using more than one provider? 12 Master of Information System Management

13 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley Top 10 Obstacles To Cloud Computing 2. Data Lock-in Cloud storage is essentially proprietary. SaaS developers cannot easily extract their data and place it on multiple clouds. One solution would be to standardize data API’s. 13 Master of Information System Management

14 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley Top 10 Obstacles To Cloud Computing 3. Data Confidentiality/Auditability Security is one of the most often-cited objections to cloud computing. Think HIPAA regulations and Sarbanes-Oxley This is an old and difficult problem but, in the cloud, more parties are involved. 14 Master of Information System Management The authors believe this is no more difficult than in traditional datacenters.

15 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley Top 10 Obstacles To Cloud Computing 4. Data transfer bottlenecks 15 Master of Information System Management At $100 to $150 per terabyte transferred, costs may quickly add up. Shipping disks may be cheaper. In 2010, the Library of Congress claims to hold 235 terabytes. Wikipedia holds about 5.87 terabytes. Watson, of “Jeopardy” fame, has 16 terabytes of RAM. One terabyte is about 10 12 bytes.

16 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley Top 10 Obstacles To Cloud Computing 5. Performance unpredictability 16 Master of Information System Management Multiple virtual machines can share CPU’s and main memory very well in cloud computing. Network and disk I/O sharing is less predictable. Virtual machines are not new. IBM developed much of this in the 1980’s. Flash memory preserves information when powered off like mechanical hard disks. It is much faster to access and its use may reduce I/O interference.

17 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley Top 10 Obstacles To Cloud Computing 6. Scalable storage 17 Master of Information System Management An open research question is to create a storage system that would not only meet existing programmer expectations in regard to durability, high availability, and the ability to manage and query data but combine them with the cloud advantages of scaling arbitrarily up and down on demand. AWS uses Amazon Elastic Block Store (EBS) and SimpleDB Azure uses SQL Data Services and Azure Storage Service AppEngine uses Megastore/BigTable Many open source NO(Not Only)SQL Projects

18 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley Top 10 Obstacles To Cloud Computing 7. Bugs in large scale distributed systems News on April 25, 2011: Amazon said it has completed its recovery efforts and a tiny percentage of data lost won't be fully restored. "We're in the process of contacting these customers," Amazon said Monday afternoon on its Web site. Amazon said it is "digging deeply" into the root causes behind last week's shutdown and will provide a "detailed post mortem" in the future. 18 Master of Information System Management

19 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley Top 10 Obstacles To Cloud Computing 8. Scaling quickly 19 Master of Information System Management Pay as you go applies to storage and network bandwidth. Simply count byes used. Google App Engine automatically scales based on load increases and decreases. AWS charges by the hour for the number of instances you occupy – even if your machine is idle. The challenge is to scale fast (up and down) to save money without violating SLA’s.

20 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley Top 10 Obstacles To Cloud Computing 9. Reputation fate sharing 20 Master of Information System Management One bad apple spoils the bunch. EC2 IP addresses have been blacklisted by spam prevention services – blocking some good guys from sending email. The FBI raided a Dallas data center because a company whose services were hosted there was under investigation. Many “innocent bystanders” were down for days – and some went out of business.

21 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley Top 10 Obstacles To Cloud Computing 10. Software licensing 21 Master of Information System Management Current practice is to restrict the computer on which the software can run. The software is purchased along with a maintenance fee. This is not the pay-as-you go model. Microsoft and IBM are now offering pay-as-you go pricing. In 2011, IBM charges $6.39 per hour for WebSphere with Lotus Web Content Management running on EC2.

22 95-843 SOA Adapted from “A View of Cloud Computing” UC Berkeley SOA and Cloud Computing 22 Master of Information System Management “While you can certainly leverage a cloud without practicing SOA, and you can leverage SOA without leveraging cloud computing, the real value of cloud computing is the ability to use services, data, and processes that can exist outside of the firewall…” From “Cloud Computing and SOA Convergence in your Enterprise” by David S. Linthicum