IC4 Cloud Security Workshop 2016
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KantanMT.com is a cloud-based machine translation service focusing on high-speed, high-quality translations with a scalable infrastructure and robust security measures for customer data protection. It guarantees over 99.999% uptime and employs advanced technology, including thousands of EC2 instances and extensive data storage solutions. The company emphasizes a proactive approach to security, customer support, and the importance of staying informed about industry vulnerabilities.
IC4 Cloud Security Workshop 2016
- 1. Dr. Dimitar Shterionov Machine Translation Researcher
- 2. Topics to cover: About KantanMT.com Who are we and what we stand for? Cloud Security for KantanMT.com Customer Data Protection Application Security Physical and Environmental Security eCommerce Transactions Key Takeaways 12 6 9 3 1 2 4 5 11 7 10 8
- 3. KantanMT.com Statistical Machine Translation Cloud-based Saas Highly scalable for high volume Inexpensive to operate High speed, high quality translations Fully Automated Usable Translation (FAUT)
- 4. What is KantanMT.com? Our Vision To put Machine Translation Customisation Improvement Deployment into your hands Hello! English 你好 Chinese
- 7. On the cloud 700 EC2 instances, C3.4-8xlarge,4,500 Cores ELBs used to scale on -demand Alarms via CloudWatch, SNS, SMS WWW x 25, Sentinels x 8, Multi-region deployments (3 DC) Uptime target : 99.999% available EC2/ELB/CloudFormation/CloudWatch Storage for data models 120 (TB) Terabytes provisioned IOPS, SSD and Magnetic Volumes KantanSwift caches these drives for high speed launch of SMT engines EBS Storage for all member data Storage for Data models & statistical analysis 34,000 Gigabytes of storage required Used for primary and archive storage Used for Throttling ASYNC requests S3/API Gateway High speed low-latency database services Highest level of fault tolerance Deployed over multiple availability zones Daily backups and weekly roll overs Uptime target : 99.999% available RDS
- 8. The KantanMT Community Some clients un-named for maintenance of confidentiality
- 9. The KantanMT Stats Some clients un-named for maintenance of confidentiality Active KantanMT Engines 7,698 Training Words Uploaded 178,381,122,070 Member Words Translated 5,502,953,580 www.kantanMT.com
- 11. Security measures Effectiveness Costs Preventive Detective Corrective Customer Data Protection Application Security Physical and Environmental Security eCommerce Transactions
- 12. Customer Data Protection Monitoring Alarms Logs Back-Up Encryption Unique session tokens Verification and validation Data Credentials
- 13. Application security Proven and secure software Quality assessment Prior to deployment In-service QA Regular patches 24/7 customer support
- 14. Physical security Biometric scans CCTV surveillance 24/7 security staff Redundant HVAC Hazard detection and prevention Redundant UPS
- 15. Security certification Highly restrictive network configuration Regular audits by external firms 24/7 expert support eCommerce transactions
- 16. Takeaways First line of defence Invest in Your Cloud provider Rely on With security trends Stay up-to-date Vulnerabilities Test for FAIL FAST, RECOVER FASTER!
Editor's Notes
- #4: Statistical machine translation (SMT) is a machine translation paradigm where translations are generated on the basis of statistical models whose parameters are derived from the analysis of bilingual text corpora. The statistical approach contrasts with the rule-based approaches to machine translation as well as with example-based machine translation.[1] The first ideas of statistical machine translation were introduced by Warren Weaver in 1949,[2] including the ideas of applying Claude Shannon's information theory. Statistical machine translation was re-introduced in the late 1980s and early 1990s by researchers at IBM's Thomas J. Watson Research Center[3][4][5] and has contributed to the significant resurgence in interest in machine translation in recent years. Nowadays it is by far the most widely studied machine translation method.
- #5: No more expensive deployments Monthly subscription plan Customised subscription plan No more complexity KantanMT does all the heavy lifting You focus on what you do best – grow and develop your business
- #6: No more expensive deployments Monthly subscription plan Customised subscription plan No more complexity KantanMT does all the heavy lifting You focus on what you do best – grow and develop your business
- #7: No more expensive deployments Monthly subscription plan Customised subscription plan No more complexity KantanMT does all the heavy lifting You focus on what you do best – grow and develop your business
- #9: We are the fastest growing MT provider, even though we are one of the young-guns!
- #11: We are the fastest growing MT provider, even though we are one of the young-guns!
- #13: Security measures can be divided into three groups – preventive, detective and corrective measures. Preventive measures, such as passwords, encryption, verification, etc., are of high importance for the secure operation of a computational system. That is why we invest lots of time and efforts to build an effective first line defence.