Training for AWS Solutions Architect at http://zekelabs.com/courses/amazon-web-services-training-bangalore/.This slide describes about design principles, best practices and AWS key services for the five pillars of well architected framework such as operational excellence, security, reliability, performance efficiency and cost optimization
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Whether you are a traditional enterprise exploring migrating workloads to the cloud or are already “all-in” on AWS, performing common tasks of inventory collection, OS patch management, and image creation at scale is increasingly complicated in hybrid infrastructure environments. Amazon EC2 Systems Manager allows you to perform automated configuration and ongoing management of your hybrid environment systems at scale. This session provides an overview of key EC2 Systems Manager capabilities that help you define and track system configurations, prevent drift, and maintain software compliance of your EC2 and on-premises configurations. We will also discuss common use cases for EC2 Systems Manager and give you a demonstration of a hybrid-cloud management scenario.
ENT311 Maximize Scale and Agility: Automatically Leveraging Best Practices an...Amazon Web Services
Building your workloads on AWS unleashes speed and agility. To keep your foot on the pedal and stay aggressive, you need to infuse governance and best practices into your patterns. In this session, learn how to stay lean, maximize spend and ensure proper controls are in place by focusing on three key areas: cost optimization strategies, right sizing services and managing administrative privileges. Join CloudCheckr Co-Founder/CEO Aaron Newman in this presentation as he walks you through best practices and strategies for successfully scaling out your AWS environment. This session brought to you by AWS Summit San Francisco Platinum Sponsor CloudCheckr.
You automated your deployment, elasticized your workloads, and dynamically provisioned your fleet. What do you do next?
Tackle automating your security needs using the latest capabilities in the cloud! There’s no single path to building an automated and continuous security architecture that works for every organization, but certain key principles and techniques are used by the early adopter cloud elite that give them distinct advantages. It's time to re-think your organization’s processes and behaviors to demonstrate the latest efficiencies in your security operations. In this webinar, learn how Intuit implements cloud security automation with Evident.io and other innovative cloud technologies.
Join us to learn:
• How security will be integrated into the overall processes of development and deployment.
• How to tie security acceptance tests, a subset of your key security controls, right into the end of your functional testing process to promote builds with confidence at greater speed.
• How to be successful with API-enabled, continuous security tools in the cloud.
• How to operationalize security alarms, enabling world-class incident response and remediation capabilities.
The document provides an overview of security best practices when using AWS. It discusses AWS' shared security responsibility model and outlines key AWS security features like role-based access control, encryption, and security groups. It also provides recommendations for building security into applications on AWS, including managing access, encrypting data, hardening operating systems, and using services like CloudTrail and CloudWatch Logs for monitoring.
(SEC310) Keeping Developers and Auditors Happy in the CloudAmazon Web Services
Often times, developers and auditors can be at odds. The agile, fast-moving environments that developers enjoy will typically give auditors heartburn. The more controlled and stable environments that auditors prefer to demonstrate and maintain compliance are traditionally not friendly to developers or innovation. We'll walk through how Netflix moved its PCI and SOX environments to the cloud and how we were able to leverage the benefits of the cloud and agile development to satisfy both auditors and developers. Topics covered will include shared responsibility, using compartmentalization and microservices for scope control, immutable infrastructure, and continuous security testing.
The document summarizes Amazon S3 features and best practices for video ingestion workflows. It discusses how Xstream uses S3 for ingesting large video files at scale. Key features covered include storage classes, lifecycle policies, versioning, performance optimization through object naming and multipart uploads.
"This session brings together the interests of engineering, compliance, and security as you align healthcare workloads to the controls in the HIPAA Security Rule. We'll discuss how to architect for HIPAA compliance using AWS, and introduce a number of new services added to the HIPAA program in 2015, such as Amazon Relational Database Service (RDS), Amazon DynamoDB, and Amazon Elastic MapReduce (EMR). You'll hear from customers who process and store Protected Health Information on AWS, and how they satisfied their compliance requirements while maintaining agility.
This session helps security and compliance experts see what's technically possible on AWS, and how implementing the Technical Safeguards in the HIPAA Security Rule is simple and familiar. We map the Security Rule's Technical Safeguards to AWS features and design patterns to help developers, operations teams, and engineers speak the language of their security and compliance peers."
Expanding your Data Center with Hybrid Cloud InfrastructureAmazon Web Services
Cloud is a new common for the Hybrid IT strategies. In this session, we will explain what’s different between cloud and your datacenter as well as how to make your Hybrid Cloud strategies
Whether you are a traditional enterprise exploring migrating workloads to the cloud or are already “all-in” on AWS, performing common tasks of inventory collection, OS patch management, and image creation at scale is increasingly complicated in hybrid infrastructure environments. Amazon EC2 Systems Manager allows you to perform automated configuration and ongoing management of your hybrid environment systems at scale. This session provides an overview of key EC2 Systems Manager capabilities that help you define and track system configurations, prevent drift, and maintain software compliance of your EC2 and on-premises configurations. We will also discuss common use cases for EC2 Systems Manager and give you a demonstration of a hybrid-cloud management scenario.
ENT311 Maximize Scale and Agility: Automatically Leveraging Best Practices an...Amazon Web Services
Building your workloads on AWS unleashes speed and agility. To keep your foot on the pedal and stay aggressive, you need to infuse governance and best practices into your patterns. In this session, learn how to stay lean, maximize spend and ensure proper controls are in place by focusing on three key areas: cost optimization strategies, right sizing services and managing administrative privileges. Join CloudCheckr Co-Founder/CEO Aaron Newman in this presentation as he walks you through best practices and strategies for successfully scaling out your AWS environment. This session brought to you by AWS Summit San Francisco Platinum Sponsor CloudCheckr.
You automated your deployment, elasticized your workloads, and dynamically provisioned your fleet. What do you do next?
Tackle automating your security needs using the latest capabilities in the cloud! There’s no single path to building an automated and continuous security architecture that works for every organization, but certain key principles and techniques are used by the early adopter cloud elite that give them distinct advantages. It's time to re-think your organization’s processes and behaviors to demonstrate the latest efficiencies in your security operations. In this webinar, learn how Intuit implements cloud security automation with Evident.io and other innovative cloud technologies.
Join us to learn:
• How security will be integrated into the overall processes of development and deployment.
• How to tie security acceptance tests, a subset of your key security controls, right into the end of your functional testing process to promote builds with confidence at greater speed.
• How to be successful with API-enabled, continuous security tools in the cloud.
• How to operationalize security alarms, enabling world-class incident response and remediation capabilities.
The document provides an overview of security best practices when using AWS. It discusses AWS' shared security responsibility model and outlines key AWS security features like role-based access control, encryption, and security groups. It also provides recommendations for building security into applications on AWS, including managing access, encrypting data, hardening operating systems, and using services like CloudTrail and CloudWatch Logs for monitoring.
(SEC310) Keeping Developers and Auditors Happy in the CloudAmazon Web Services
Often times, developers and auditors can be at odds. The agile, fast-moving environments that developers enjoy will typically give auditors heartburn. The more controlled and stable environments that auditors prefer to demonstrate and maintain compliance are traditionally not friendly to developers or innovation. We'll walk through how Netflix moved its PCI and SOX environments to the cloud and how we were able to leverage the benefits of the cloud and agile development to satisfy both auditors and developers. Topics covered will include shared responsibility, using compartmentalization and microservices for scope control, immutable infrastructure, and continuous security testing.
The document summarizes Amazon S3 features and best practices for video ingestion workflows. It discusses how Xstream uses S3 for ingesting large video files at scale. Key features covered include storage classes, lifecycle policies, versioning, performance optimization through object naming and multipart uploads.
"This session brings together the interests of engineering, compliance, and security as you align healthcare workloads to the controls in the HIPAA Security Rule. We'll discuss how to architect for HIPAA compliance using AWS, and introduce a number of new services added to the HIPAA program in 2015, such as Amazon Relational Database Service (RDS), Amazon DynamoDB, and Amazon Elastic MapReduce (EMR). You'll hear from customers who process and store Protected Health Information on AWS, and how they satisfied their compliance requirements while maintaining agility.
This session helps security and compliance experts see what's technically possible on AWS, and how implementing the Technical Safeguards in the HIPAA Security Rule is simple and familiar. We map the Security Rule's Technical Safeguards to AWS features and design patterns to help developers, operations teams, and engineers speak the language of their security and compliance peers."
Expanding your Data Center with Hybrid Cloud InfrastructureAmazon Web Services
Cloud is a new common for the Hybrid IT strategies. In this session, we will explain what’s different between cloud and your datacenter as well as how to make your Hybrid Cloud strategies
In addition to running databases in Amazon EC2, AWS customers can choose among a variety of managed database services. These services save effort, save time, and unlock new capabilities and economies. In this session, we make it easy to understand how they differ, what they have in common, and how to choose one or more. We explain the fundamentals of Amazon DynamoDB, a fully managed NoSQL database service; Amazon RDS, a relational database service in the cloud; Amazon ElastiCache, a fast, in-memory caching service in the cloud; and Amazon Redshift, a fully managed, petabyte-scale data-warehouse solution that can be surprisingly economical. We will cover how each service might help support your application, how much each service costs, and how to get started.
SEC304 Advanced Techniques for DDoS Mitigation and Web Application DefenseAmazon Web Services
This document provides an overview of techniques for mitigating distributed denial of service (DDoS) attacks and defending web applications. It discusses various types of threats including DDoS, application attacks, and bad bots. It then describes AWS services for protection including AWS Shield for DDoS mitigation, AWS VPC for network segmentation, and AWS WAF for web application firewall capabilities. The presentation includes demos of these services blocking different attack types like HTTP floods, bots and scrapers, and security automation approaches.
Security must be at the forefront for any online business. At AWS, security is priority number one. Stephen Schmidt, vice president and chief information officer for AWS, shares his insights into cloud security and how AWS meets our customers' demanding security and compliance requirements, and in many cases helps them improve their security posture. Stephen, with his background with the FBI and his work with AWS customers in the government, space exploration, research, and financial services organizations, shares an industry perspective that's unique and invaluable for today's IT decision makers. At the conclusion of this session, Stephen also provides a brief summary of the other sessions available to you in the security track.
Successful Cloud Adoption for the Enterprise. Not If. When.Amazon Web Services
This document discusses security and cloud adoption for enterprises. It covers introducing Amazon Web Services (AWS) and Cloudreach, an overview of the cloud security market, building a business case for cloud adoption, and how Cloudreach helped Warner Music Group secure their AWS environment. The presentation outlines Cloudreach's cloud adoption framework and key pillars including operations, security, visibility, and governance. It then discusses how Cloudreach worked with Warner Music Group to implement a comprehensive cloud security program across infrastructure, applications, identity and access management, data security, and more.
AWS and its partners offer a wide range of tools and features to help you to meet your security objectives. These tools mirror the familiar controls you deploy within your on-premises environments. AWS provides security-specific tools and features across network security, configuration management, access control and data security. In addition, AWS provides monitoring and logging tools to can provide full visibility into what is happening in your environment. In this session, you will get introduced to the range of security tools and features that AWS offers, and the latest security innovations coming from AWS.
Hackproof Your Gov Cloud: Mitigating Risks for 2017 and Beyond | AWS Public S...Amazon Web Services
We constantly hear about huge hacks in the media, with companies losing millions of dollars in an instant. While this problem is large for the enterprise side of the world, it is even more detrimental when it comes to the fedspace. CloudCheckr Co-Founder & CEO Aaron Newman will highlight effective strategies and tools that AWS users can employ to improve their security posture. Often times the biggest threat to security is the human, Aaron will go through ways to work around this and how you can shore up security to avoid these errors. Specific emphasis will be placed upon leveraging native AWS services and the talk will include concrete steps that users can begin employing immediately. Learn More: https://aws.amazon.com/government-education/
Amazon.com migrating internal it apps to AWS - AWS Enterprise Tour - SF - 2010Amazon Web Services
Jenn Boden, Director of Amazon Corporate IT, discusses how they are planning to move internal mission critical corporate apps to AWS and shares some case studies at the AWS Enterprise Tour - SF - 2010
AWS and its partners offer a wide range of tools and features to help you to meet your security objectives. These tools mirror the familiar controls you deploy within your on-premises environments. AWS provides security-specific tools and features across network security, configuration management, access control and data security. In addition, AWS provides monitoring and logging tools to can provide full visibility into what is happening in your environment. In this session, you will get introduced to the range of security tools and features that AWS offers, and the latest security innovations coming from AWS.
- The document provides an overview of a serverless computing workshop that will guide participants in building a serverless web application called Wild Rydes.
- The workshop consists of several labs that will teach users how to set up a static website on S3, manage user accounts with Cognito, create a backend service with Lambda and DynamoDB, build a REST API with API Gateway, and optionally process images with Step Functions.
- The goal is for users to learn the basics of building serverless web applications using AWS services like Lambda, API Gateway, S3, Cognito, DynamoDB, and Step Functions.
Keynote - Digital Innovation with AWS - Approach to Building Security Service...Amazon Web Services
Earning Customer Trust, A Look at the AWS Security Culture: This session will look at the AWS Security team and the way we work and innovate with customers, help our service teams build secure services, and the things that make us peculiar.
AWS re:Invent 2016: Industry Opportunities for AWS Partners: Healthcare, Fina...Amazon Web Services
Take advantage of key trends in healthcare, financial services, and digital media and learn what they mean for your service offerings and technology solutions. For healthcare and life sciences, clearing the compliance hurdle and obtaining customer buy-in to bring HIPAA and GxP workloads on AWS. For financial services, automating security and fast-tracking compliance to generate more business (featuring NICE Actimize + Avoka). For media and entertainment, leading an end-to-end digital transformation story with your media customers and understanding where to apply the AWS platform, Elemental Technologies, and M&E partners to accelerate customer adoption. You gain insight into where to add value with consulting engagements and where to build managed services and SaaS offerings.
AWS January 2016 Webinar Series - Cloud Data Migration: 6 Strategies for Gett...Amazon Web Services
AWS offers a variety of methods to migrate your data into the cloud. You may want to begin performing regular backups, start collecting device streams, migrate a large datastore once, or just gain dedicated connectivity and then figure out what to do next. How do you know what option works best with your architecture(s)?
This webinar will give you an overview of the six data migration tools we offer, including the strengths and weaknesses of each, as well as their complementary opportunities.
Learning Objectives:
Gain an overview of cloud data migration
Learn the basics of the six transfer services (Direct Connect, Gateway, Snowball, Disk transfer, Firehose, 3rd party partners)
Understand the strengths and weaknesses of each service, and opportunities to layer them together
Who Should Attend:
Developers, IT Professionals, Storage and Backup Administrators, who are familiar with the concept of cloud storage but concerned about how to move their data in effectively
Customers using AWS benefit from over 1,800 security and compliance controls built into the AWS platform and operations. In this session, you will learn how to take advantage of the advanced security features of the AWS platform to gain the visibility, agility, and control needed to be more secure in the cloud than in legacy environments. We'll take a look at several reference architectures for common workloads and highlight the innovative ways customers are using AWS to manage security more efficiently. After attending this session, you will be familiar with the shared security responsibility model and how you can inherit controls from the rich compliance and accreditation programs maintained by AWS.
This document provides an overview of security best practices when using AWS. It discusses AWS' shared security responsibility model and outlines key AWS security features such as IAM, encryption, firewalls, and monitoring tools. Recommendations are given for building secure infrastructure on AWS including account management, network segmentation, asset management, and monitoring. Case studies and additional resources are also referenced.
AWS and its partners offer a wide range of tools and features to help you to meet your security objectives. These tools mirror the familiar controls you deploy within your on-premises environments. AWS provides security-specific tools and features across network security, configuration management, access control and data security. In addition, AWS provides monitoring and logging tools to can provide full visibility into what is happening in your environment. In this session, you will get introduced to the range of security tools and features that AWS offers, and the latest security innovations coming from AWS.
AWS is a cloud computing platform that provides on-demand computing resources and services. The key components of AWS include Route 53 (DNS), S3 (storage), EC2 (computing), EBS (storage volumes), and CloudWatch (monitoring). S3 provides scalable object storage, while EC2 allows users to launch virtual servers called instances. An AMI is a template used to launch EC2 instances that defines the OS, apps, and server configuration. Security best practices for EC2 include using IAM for access control and only opening required ports using security groups.
Using AWS CloudTrail and AWS Config to Enhance the Governance and Compliance ...Amazon Web Services
by Daniele Stroppa, Technical Account Manager, AWS
As organizations move their workloads to the cloud, companies must take steps to protect and audit their private and confidential information. This session will focus on Amazon S3 best practices and using AWS Config rules and AWS CloudTrail Data Events to help better protect data residing within S3. The session will include a demonstration of how AWS Config and CloudTrail, in combination with other AWS services, can help with S3 governance and compliance requirements.
SRV403 Deep Dive on Object Storage: Amazon S3 and Amazon GlacierAmazon Web Services
In this session, storage experts will walk you through Amazon S3 and Amazon Glacier, bulk data repositories that can deliver 99.999999999% durability and scale past trillions of objects worldwide – with cost points competitive against tape archives. Learn about the different ways you can accelerate data transfer into S3 and get a close look at new tools to secure and manage your data more efficiently. See how Amazon Athena runs serverless analytics on your data and hear about expedited and bulk retrievals from Amazon Glacier. Learn how AWS customers have built solutions that turn their data from a cost into a strategic asset, and bring your toughest questions straight to our experts.
The document provides guidance on architectural best practices for building systems on AWS. It discusses general design principles such as stopping guessing capacity needs, testing systems at production scale, and automating to enable architectural experimentation. It also covers principles for allowing evolutionary architectures and driving architectures using data. The document then outlines the five pillars of the Well-Architected Framework: operational excellence, security, reliability, performance efficiency, and cost optimization. For each pillar, it lists relevant design principles and best practices questions.
AWS Landing Zone - Architecting Security and GovernanceAkesh Patil
This slide deck provides an overview of the AWS Landing Zone, which is a well-architected, multi-account AWS environment designed to be scalable and secure. It serves as a starting point for organizations to quickly launch and deploy workloads and applications on AWS.
The deck explains the key components and capabilities of the AWS Landing Zone, including:
The use of AWS Control Tower, a service that simplifies the setup and governance of a multi-account Landing Zone environment following AWS best practices.
1. The Landing Zone's objectives, such as establishing an account structure, developing a governance framework, implementing centralized identity and access management, and optimizing costs.
2. The technical foundations of the Landing Zone, including Organization Units (OUs), preventive and detective guardrails, and the integration of AWS security services like CloudTrail, Config, GuardDuty, Inspector, and Security Hub.
In addition to running databases in Amazon EC2, AWS customers can choose among a variety of managed database services. These services save effort, save time, and unlock new capabilities and economies. In this session, we make it easy to understand how they differ, what they have in common, and how to choose one or more. We explain the fundamentals of Amazon DynamoDB, a fully managed NoSQL database service; Amazon RDS, a relational database service in the cloud; Amazon ElastiCache, a fast, in-memory caching service in the cloud; and Amazon Redshift, a fully managed, petabyte-scale data-warehouse solution that can be surprisingly economical. We will cover how each service might help support your application, how much each service costs, and how to get started.
SEC304 Advanced Techniques for DDoS Mitigation and Web Application DefenseAmazon Web Services
This document provides an overview of techniques for mitigating distributed denial of service (DDoS) attacks and defending web applications. It discusses various types of threats including DDoS, application attacks, and bad bots. It then describes AWS services for protection including AWS Shield for DDoS mitigation, AWS VPC for network segmentation, and AWS WAF for web application firewall capabilities. The presentation includes demos of these services blocking different attack types like HTTP floods, bots and scrapers, and security automation approaches.
Security must be at the forefront for any online business. At AWS, security is priority number one. Stephen Schmidt, vice president and chief information officer for AWS, shares his insights into cloud security and how AWS meets our customers' demanding security and compliance requirements, and in many cases helps them improve their security posture. Stephen, with his background with the FBI and his work with AWS customers in the government, space exploration, research, and financial services organizations, shares an industry perspective that's unique and invaluable for today's IT decision makers. At the conclusion of this session, Stephen also provides a brief summary of the other sessions available to you in the security track.
Successful Cloud Adoption for the Enterprise. Not If. When.Amazon Web Services
This document discusses security and cloud adoption for enterprises. It covers introducing Amazon Web Services (AWS) and Cloudreach, an overview of the cloud security market, building a business case for cloud adoption, and how Cloudreach helped Warner Music Group secure their AWS environment. The presentation outlines Cloudreach's cloud adoption framework and key pillars including operations, security, visibility, and governance. It then discusses how Cloudreach worked with Warner Music Group to implement a comprehensive cloud security program across infrastructure, applications, identity and access management, data security, and more.
AWS and its partners offer a wide range of tools and features to help you to meet your security objectives. These tools mirror the familiar controls you deploy within your on-premises environments. AWS provides security-specific tools and features across network security, configuration management, access control and data security. In addition, AWS provides monitoring and logging tools to can provide full visibility into what is happening in your environment. In this session, you will get introduced to the range of security tools and features that AWS offers, and the latest security innovations coming from AWS.
Hackproof Your Gov Cloud: Mitigating Risks for 2017 and Beyond | AWS Public S...Amazon Web Services
We constantly hear about huge hacks in the media, with companies losing millions of dollars in an instant. While this problem is large for the enterprise side of the world, it is even more detrimental when it comes to the fedspace. CloudCheckr Co-Founder & CEO Aaron Newman will highlight effective strategies and tools that AWS users can employ to improve their security posture. Often times the biggest threat to security is the human, Aaron will go through ways to work around this and how you can shore up security to avoid these errors. Specific emphasis will be placed upon leveraging native AWS services and the talk will include concrete steps that users can begin employing immediately. Learn More: https://aws.amazon.com/government-education/
Amazon.com migrating internal it apps to AWS - AWS Enterprise Tour - SF - 2010Amazon Web Services
Jenn Boden, Director of Amazon Corporate IT, discusses how they are planning to move internal mission critical corporate apps to AWS and shares some case studies at the AWS Enterprise Tour - SF - 2010
AWS and its partners offer a wide range of tools and features to help you to meet your security objectives. These tools mirror the familiar controls you deploy within your on-premises environments. AWS provides security-specific tools and features across network security, configuration management, access control and data security. In addition, AWS provides monitoring and logging tools to can provide full visibility into what is happening in your environment. In this session, you will get introduced to the range of security tools and features that AWS offers, and the latest security innovations coming from AWS.
- The document provides an overview of a serverless computing workshop that will guide participants in building a serverless web application called Wild Rydes.
- The workshop consists of several labs that will teach users how to set up a static website on S3, manage user accounts with Cognito, create a backend service with Lambda and DynamoDB, build a REST API with API Gateway, and optionally process images with Step Functions.
- The goal is for users to learn the basics of building serverless web applications using AWS services like Lambda, API Gateway, S3, Cognito, DynamoDB, and Step Functions.
Keynote - Digital Innovation with AWS - Approach to Building Security Service...Amazon Web Services
Earning Customer Trust, A Look at the AWS Security Culture: This session will look at the AWS Security team and the way we work and innovate with customers, help our service teams build secure services, and the things that make us peculiar.
AWS re:Invent 2016: Industry Opportunities for AWS Partners: Healthcare, Fina...Amazon Web Services
Take advantage of key trends in healthcare, financial services, and digital media and learn what they mean for your service offerings and technology solutions. For healthcare and life sciences, clearing the compliance hurdle and obtaining customer buy-in to bring HIPAA and GxP workloads on AWS. For financial services, automating security and fast-tracking compliance to generate more business (featuring NICE Actimize + Avoka). For media and entertainment, leading an end-to-end digital transformation story with your media customers and understanding where to apply the AWS platform, Elemental Technologies, and M&E partners to accelerate customer adoption. You gain insight into where to add value with consulting engagements and where to build managed services and SaaS offerings.
AWS January 2016 Webinar Series - Cloud Data Migration: 6 Strategies for Gett...Amazon Web Services
AWS offers a variety of methods to migrate your data into the cloud. You may want to begin performing regular backups, start collecting device streams, migrate a large datastore once, or just gain dedicated connectivity and then figure out what to do next. How do you know what option works best with your architecture(s)?
This webinar will give you an overview of the six data migration tools we offer, including the strengths and weaknesses of each, as well as their complementary opportunities.
Learning Objectives:
Gain an overview of cloud data migration
Learn the basics of the six transfer services (Direct Connect, Gateway, Snowball, Disk transfer, Firehose, 3rd party partners)
Understand the strengths and weaknesses of each service, and opportunities to layer them together
Who Should Attend:
Developers, IT Professionals, Storage and Backup Administrators, who are familiar with the concept of cloud storage but concerned about how to move their data in effectively
Customers using AWS benefit from over 1,800 security and compliance controls built into the AWS platform and operations. In this session, you will learn how to take advantage of the advanced security features of the AWS platform to gain the visibility, agility, and control needed to be more secure in the cloud than in legacy environments. We'll take a look at several reference architectures for common workloads and highlight the innovative ways customers are using AWS to manage security more efficiently. After attending this session, you will be familiar with the shared security responsibility model and how you can inherit controls from the rich compliance and accreditation programs maintained by AWS.
This document provides an overview of security best practices when using AWS. It discusses AWS' shared security responsibility model and outlines key AWS security features such as IAM, encryption, firewalls, and monitoring tools. Recommendations are given for building secure infrastructure on AWS including account management, network segmentation, asset management, and monitoring. Case studies and additional resources are also referenced.
AWS and its partners offer a wide range of tools and features to help you to meet your security objectives. These tools mirror the familiar controls you deploy within your on-premises environments. AWS provides security-specific tools and features across network security, configuration management, access control and data security. In addition, AWS provides monitoring and logging tools to can provide full visibility into what is happening in your environment. In this session, you will get introduced to the range of security tools and features that AWS offers, and the latest security innovations coming from AWS.
AWS is a cloud computing platform that provides on-demand computing resources and services. The key components of AWS include Route 53 (DNS), S3 (storage), EC2 (computing), EBS (storage volumes), and CloudWatch (monitoring). S3 provides scalable object storage, while EC2 allows users to launch virtual servers called instances. An AMI is a template used to launch EC2 instances that defines the OS, apps, and server configuration. Security best practices for EC2 include using IAM for access control and only opening required ports using security groups.
Using AWS CloudTrail and AWS Config to Enhance the Governance and Compliance ...Amazon Web Services
by Daniele Stroppa, Technical Account Manager, AWS
As organizations move their workloads to the cloud, companies must take steps to protect and audit their private and confidential information. This session will focus on Amazon S3 best practices and using AWS Config rules and AWS CloudTrail Data Events to help better protect data residing within S3. The session will include a demonstration of how AWS Config and CloudTrail, in combination with other AWS services, can help with S3 governance and compliance requirements.
SRV403 Deep Dive on Object Storage: Amazon S3 and Amazon GlacierAmazon Web Services
In this session, storage experts will walk you through Amazon S3 and Amazon Glacier, bulk data repositories that can deliver 99.999999999% durability and scale past trillions of objects worldwide – with cost points competitive against tape archives. Learn about the different ways you can accelerate data transfer into S3 and get a close look at new tools to secure and manage your data more efficiently. See how Amazon Athena runs serverless analytics on your data and hear about expedited and bulk retrievals from Amazon Glacier. Learn how AWS customers have built solutions that turn their data from a cost into a strategic asset, and bring your toughest questions straight to our experts.
The document provides guidance on architectural best practices for building systems on AWS. It discusses general design principles such as stopping guessing capacity needs, testing systems at production scale, and automating to enable architectural experimentation. It also covers principles for allowing evolutionary architectures and driving architectures using data. The document then outlines the five pillars of the Well-Architected Framework: operational excellence, security, reliability, performance efficiency, and cost optimization. For each pillar, it lists relevant design principles and best practices questions.
AWS Landing Zone - Architecting Security and GovernanceAkesh Patil
This slide deck provides an overview of the AWS Landing Zone, which is a well-architected, multi-account AWS environment designed to be scalable and secure. It serves as a starting point for organizations to quickly launch and deploy workloads and applications on AWS.
The deck explains the key components and capabilities of the AWS Landing Zone, including:
The use of AWS Control Tower, a service that simplifies the setup and governance of a multi-account Landing Zone environment following AWS best practices.
1. The Landing Zone's objectives, such as establishing an account structure, developing a governance framework, implementing centralized identity and access management, and optimizing costs.
2. The technical foundations of the Landing Zone, including Organization Units (OUs), preventive and detective guardrails, and the integration of AWS security services like CloudTrail, Config, GuardDuty, Inspector, and Security Hub.
A short summary describing the major guiding principles of each of the five pillars and key actions that can be taken based on the key points mentioned
1. Overview of DevOps
2. Infrastructure as Code (IaC) and Configuration as code
3. Identity and Security protection in CI CD environment
4. Monitor Health of the Infrastructure/Application
5. Open Source Software (OSS) and third-party tools, such as Chef, Puppet, Ansible, and Terraform to achieve DevOps.
6. Future of DevOps Application
This document summarizes a proposal from Singlepoint Solutions Ltd. for an AWS Well-Architected Review. The review is a free consultation where a Singlepoint AWS Certified Architect evaluates a customer's AWS workload against best practices. The architect identifies areas of risk and opportunity for improvement. Singlepoint then provides a report with recommendations and an action plan to optimize the customer's AWS architecture and usage over time. The goal is to help customers design secure, high-performing, reliable, and cost-efficient cloud infrastructure on AWS.
This candidate has over 10 years of experience as a senior cloud engineer with a focus on AWS. They have extensive skills in designing, developing, and managing cloud infrastructure including automation, security, and deployment. They are proficient in technologies like Jenkins, Docker, Kubernetes, Terraform, and programming languages like Python and Shell scripting. The candidate has proven leadership abilities and a track record of successfully delivering projects while aligning technology solutions with business goals.
Cloud Service Provider in India | Cloud Solution and ConsultingKAMLESHKUMAR471
The innovative technologies will make businesses to re-think about their strategies and infrastructure. Cloud providers also need to re-invent their mindsets. While the businesses move towards agility and versatility, efficiency will be an achievement. With the support of a cloud services provider like Teleglobal International , stay updated and ahead of your competitors in the market with a cloud
This webinar will introduce the AWS Shared Security Model. We will examine how to use the inherent security of the AWS environment, coupled with the security tools and features AWS makes available, to create a resilient environment with the security you need.
Learning Objectives:
• Understand the security measures AWS puts in place to secure the environment where your data lives
• Understand the tools AWS offers to help you create a resilient environment with the security you need
• Consider actions when moving a sensitive workload to AWS • Security benefits you can expect by deploying in the AWS Cloud
Who Should Attend:
- Prospects and customers with a security background
- Who are interested in using AWS to manage security-sensitive workloads
AWS Summit 2013 | Singapore - Security & Compliance and Integrated Security w...Amazon Web Services
We’ve entered a new connectivity oriented world where we can access information any time, any place, on any device, 24 hours a day, and cloud computing is a major enabler of this flexibility. Like you, more and more businesses are looking to the cloud for better, faster, more powerful and affordable communications and while many would think that security in the cloud is much different, the reality is less dramatic. Moving to the cloud still requires using proven security techniques, but sometimes in new and dynamic ways that adapt to the elastic nature of cloud architecture. Join us as we discuss the latest cloud security solutions, including real world examples of how organizations like yours are succeeding against new and evolving threats. We will examine security considerations beyond what is provided by security-conscious cloud providers like Amazon Web Services and what additional factors you might want to think about when deploying to the cloud.
Managed cloud services refer to a comprehensive suite of professional solutions offered by specialized providers to streamline and optimize the utilization of cloud computing resources. These services encompass the end-to-end management of an organization's cloud infrastructure, applications, and data, allowing businesses to offload the complexities of maintenance, monitoring, security, and scalability to experienced experts.
Vladimir Simek presented on security and compliance in AWS. He discussed that security is a shared responsibility between AWS and customers. AWS manages security of the cloud through facilities, physical security, network security, and other measures. Customers are responsible for security in the cloud by defining controls for their applications and data. AWS provides tools like CloudTrail for visibility into API usage, AWS Config for auditing resource configurations, and IAM for control over user permissions to help customers meet their security needs.
Using AWS Well Architectured Framework for Software Architecture Evaluations ...Alexandr Savchenko
Event Lint: https://pages.awscloud.com/EMEA-field-OE-AWS-Cloud-Week-2020-reg-event.html
When you start thinking about innovations and prepare evaluations plan for AWS architecture, first of all you want to define answers to a lot of questions such as: “What methods should I use (interviews or automation tools)?”, “What questions should I ask and what categories should they cover?”, “Can I use some automation tools to define correct receipts?”, “What best practices should I recommend after evaluation and what will be the best way to implement these improvements?”.
AWS Well-Architecture Framework has answers to all of these questions and can help you to evaluate, build or improve your infrastructure and software architecture. It's a very important tool that will be useful in different phases of SDLC and you can use this on a regular basis.
This speech will expose principles of architecture evaluation using AWS WAF, show structure of framework, general design principles and common categories, materials which will help you learn this framework and AWS architecture more deeply.
Comprehensive Cloud Computing Solutions_ Optimizing Your Business with Our Ex...MedRecTechnologies
In today's rapidly evolving digital landscape, cloud computing has emerged as a cornerstone for businesses striving to achieve operational efficiency, scalability, and agility. Our cloud computing consulting and deployment services are meticulously crafted to address your unique business needs, ensuring seamless integration and optimization of cutting-edge cloud technologies. This article delves into the comprehensive suite of cloud services we offer, illustrating how they can transform your business.
This document discusses AWS and cloud adoption journeys. It describes typical stages of adoption including project, foundation, migration, and reinvention stages. It recommends initial steps for a cloud journey such as creating a minimum viable product, cloud center of excellence, and discovery workshop. The document provides examples of customer cloud journeys over multiple years and discusses concepts like landing zones, account structure, network setup, identity and access management, and service catalog.
Cloud computing and Cloud security fundamentalsViresh Suri
This document provides an overview of cloud computing fundamentals and cloud security. It defines cloud computing and describes the different cloud service models and deployment models. It discusses the benefits of cloud computing like elastic capacity and pay as you go models. It also covers some challenges of cloud like security, reliability and lack of standards. The document then focuses on cloud security, describing common security threats, key considerations like network security, access control and monitoring for public clouds. It provides examples of security services from AWS like CloudTrail, Config, Key Management and VPC.
Governance @ Scale: Compliance Automation in AWS | AWS Public Sector Summit 2017Amazon Web Services
You did it! You've made the decision to migrate, but governance is slowing you down. Traditionally, IT governance has required long, detailed documents and hours of work, until now. AWS and Trend Micro are helping enterprises today to seamlessly overcome, and automate, the top three barriers you face when scaling governance; Account Management, Cost Enforcement and Compliance Automation. Join this session and get a peek at the inner workings of the AWS & Trend Micro Governance @ scale solution that helps you quickly deliver high-impact controls in an automated, repeatable fashion. Learn More: https://aws.amazon.com/government-education/
AWS re:Invent 2016: Continuous Compliance in the AWS Cloud for Regulated Life...Amazon Web Services
This document discusses continuous compliance for regulated life sciences applications in AWS. It provides an overview of continuous compliance in life sciences, architectural considerations for continuous compliance in AWS, and tools that can help with compliance like CloudTrail, CloudWatch, and Config. It then discusses Merck's journey to continuous compliance, including how they achieved historical auditability, monitoring, control over API permissions, and automated validation of their environments. Their approach leveraged many native AWS services with minimal development needed.
Containerization of your application is only the first step towards modernizing your application. Building cloud-native application requires other tools like Container orchestration platform, Service Mesh tool, Logging & Alert Monitoring tool and Visualization tools.
Real cloud-native platforms need to be equipped with the necessary tool-stack like Kubernetes, Istio, Prometheus, Grafana, and Kiali.
In this webinar, we will cover building a cloud-native platform from zero.
Take home from the webinar -
- What and Why of a cloud-native application
- Steps to build a cloud-native platform from scratch and its challenges
- A high-level overview of Istio, Prometheus, Grafana, and Kiali
- Integrating your cloud-native application with Istio, Prometheus, Grafana, and Kiali
- Live Demo - Deploy, Monitor, and control a full-fledged Microservice-based application.
Design Patterns for Pods and Containers in Kubernetes - Webinar by zekeLabszekeLabs Technologies
The combination of Docker and Kubernetes is quickly becoming the de-facto standard for building Microservices. Whether you are a developer or an architect you need to know how to bundle your application into Containers and Pods. Docker and Kubernetes give a lot of good features out of the box. To effectively leverage these features, you need to know - how to use them, what are some commonly used Pod design patterns and the best practices.
In this webinar, we will explore various such questions and their answers along with appropriate examples. Some of those questions would be-
1. When and how to build multi-container pods?
2. What are some of the well-adopted design patterns for pods?
3. What are some multi-pod design patterns?
4. How to use Lifecycle hooks, Init Containers and Health probes?
Github repo - https://github.com/ashishrpandey/pod-design-pattern-webinar
Information Technology is nothing but a reflection of the needs of Business.
Before Industry 4.0, as IT professionals we were just 'coding' or 'decoding' the trend of Business. Any change in the Business scenario would shake the IT sector but the reverse was not true.
But now, after the Industry 4.0, due to High-Speed Internet boom, omniChannel presence of consumer needs, market consolidation, and above all - consumer psyche, the business service providers cannot wait for long to see their product in the market.
This is where there is a call for Process Change - from Waterfall to Agile.
WHAT THIS WEBINAR IS ALL ABOUT:
1. Discuss the macroscopic view of Business & Technology and how they beautifully merge together
2. How Agile is becoming more relevant to the current trend
3. What preparatory works are needed to get into an Agile perspective
4. The Agile StoryBoard - a walkthrough of concepts and terminologies
5. Do's and Don'ts of 'Team Agile'
6. Next Steps
Building machine learning muscle in your team & transitioning to make them do machine learning at scale. We also discuss about Spark & other relevant technologies.
Agenda
1. The changing landscape of IT Infrastructure
2. Containers - An introduction
3. Container management systems
4. Kubernetes
5. Containers and DevOps
6. Future of Infrastructure Mgmt
About the talk
In this talk, you will get a review of the components & the benefits of Container technologies - Docker & Kubernetes. The talk focuses on making the solution platform-independent. It gives an insight into Docker and Kubernetes for consistent and reliable Deployment. We talk about how the containers fit and improve your DevOps ecosystem and how to get started with containerization. Learn new deployment approach to effectively use your infrastructure resources to minimize the overall cost.
The slides talk about Docker and container terminologies but will also be able to see the big picture of where & how it fits into your current project/domain.
Topics that are covered:
1. What is Docker Technology?
2. Why Docker/Containers are important for your company?
3. What are its various features and use cases?
4. How to get started with Docker containers.
5. Case studies from various domains
What is Serverless?
How it evolved?
What are its features?
What are the tradeoffs?
Should I use serverless?
How is it different from the container as a service?
Our subject matter expert answered these in a technology conference hosted by one of our esteemed client that works in the domain of Marketing Data Analytics.
1. The document provides information on database concepts like the system development life cycle, data modeling, relational database management systems, and creating and managing database tables in Oracle.
2. It discusses how to create tables, add, modify and delete columns, add comments, define constraints, create views, and perform data manipulation operations like insert, update, delete in Oracle.
3. Examples are provided for SQL statements like CREATE TABLE, ALTER TABLE, DROP TABLE, CREATE VIEW, INSERT, UPDATE, DELETE.
Terraform is an Infrastructure Automation tools. This can work equally good for on-premises, public cloud, private cloud, hybrid-cloud and multi-cloud infrastructure.
Visit us for more at www.zekeLabs.com
Terraform is an Infrastructure Automation tools. This can work equally good for on-premises, public cloud, private cloud, hybrid-cloud and multi-cloud infrastructure.
Visit us for more at www.zekeLabs.com
The document discusses various methods for outlier detection and handling outliers in data. It introduces novelty detection, statistical methods like z-scoring and plotting, and machine learning algorithms like OneClassSVM, Elliptical Envelope, Isolation Forest, Local Outlier Factor (LOF), and DBSCAN. These algorithms can be used to detect outliers in a dataset, label observations as inliers or outliers, and then outliers can be handled through methods like manual analysis, dropping them, generating alerts, or creating a new feature to mark them.
This document provides an overview and agenda for a presentation on nearest neighbors algorithms. It will cover fundamentals of nearest neighbors, using nearest neighbors for unsupervised learning, classification, and regression. Specific topics that will be discussed include k-nearest neighbors algorithms, algorithms to store training data like brute force and k-d trees, nearest neighbors classification using k-nearest neighbors and radius-based classifiers, nearest neighbors regression, and the nearest centroid classifier.
This document provides an overview of Naive Bayes classification. It begins with an introduction to Bayes' theorem and how it can be used to calculate conditional probabilities. It then discusses the key assumptions of Naive Bayes that predictors are independent of each other. Finally, it outlines the different types of Naive Bayes models including Gaussian, Multinomial, and Bernoulli and provides a thank you and call to action at the end.
This document outlines a 20 module, 50 hour course from zekeLabs to become a data scientist. The course covers topics like numerical computation with NumPy, essential statistics, machine learning algorithms like linear regression, logistic regression, naive bayes, trees, and ensemble methods. It also discusses model evaluation, feature engineering, deployment and scaling. The document provides details on the topics covered in each module and contact information for the course.
This document provides an overview of linear regression techniques. It begins with introducing deterministic vs statistical relationships and simple linear regression. It then covers model evaluation, gradient descent, and polynomial regression. The document discusses bias-variance tradeoff and various regularization techniques like lasso, ridge regression and stochastic gradient descent. It concludes with discussing robust regressors that are robust to outliers in the data.
This document discusses linear models for classification. It outlines an agenda covering logistic regression, its limitations for multi-class classification problems and predicting unstable boundaries with limited data. It also mentions the need for linear discriminant analysis and addressing bias-variance tradeoffs, errors, and multicollinearity which can impact models. The document provides context and an overview of key topics for working with linear classification models.
This document discusses pipelines and feature unions in scikit-learn. It explains that pipelines allow connecting estimators and transformers sequentially to build models. Transformers preprocess data while estimators perform the learning. Grid search can tune hyperparameters across all pipeline steps. Feature unions concatenate results of multiple transformers. Pipelines integrate well with grid search and provide modularity while feature unions combine different feature extraction methods. The limitations are that pipelines do not support partial fitting.
This document discusses feature selection for machine learning models. It outlines the goal of becoming a data scientist and creating a plan to achieve that goal. It then discusses some limitations of logistic regression models for classification tasks, including that they are best for binary rather than multi-class classification, can predict unstable decision boundaries when classes are well separated, and can be unstable predictors with limited training data. It also provides a link to a resource on understanding variance.
This document provides an overview of NumPy, an open source Python library for numerical computing and data analysis. It introduces NumPy and its key features like N-dimensional arrays for fast mathematical calculations. It then covers various NumPy concepts and functions including initialization and creation of NumPy arrays, accessing and modifying arrays, concatenation, splitting, reshaping, adding dimensions, common utility functions, and broadcasting. The document aims to simplify learning of these essential NumPy concepts.
Ensemble methods combine multiple machine learning models to obtain better predictive performance than could be obtained from any of the constituent models alone. The document discusses major families of ensemble methods including bagging, boosting, and voting. It provides examples like random forest, AdaBoost, gradient tree boosting, and XGBoost which build ensembles of decision trees. Ensemble methods help reduce variance and prevent overfitting compared to single models.
Ivanti’s Patch Tuesday breakdown goes beyond patching your applications and brings you the intelligence and guidance needed to prioritize where to focus your attention first. Catch early analysis on our Ivanti blog, then join industry expert Chris Goettl for the Patch Tuesday Webinar Event. There we’ll do a deep dive into each of the bulletins and give guidance on the risks associated with the newly-identified vulnerabilities.
Main news related to the CCS TSI 2023 (2023/1695)Jakub Marek
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-und-domino-lizenzkostenreduzierung-in-der-welt-von-dlau/
DLAU und die Lizenzen nach dem CCB- und CCX-Modell sind für viele in der HCL-Community seit letztem Jahr ein heißes Thema. Als Notes- oder Domino-Kunde haben Sie vielleicht mit unerwartet hohen Benutzerzahlen und Lizenzgebühren zu kämpfen. Sie fragen sich vielleicht, wie diese neue Art der Lizenzierung funktioniert und welchen Nutzen sie Ihnen bringt. Vor allem wollen Sie sicherlich Ihr Budget einhalten und Kosten sparen, wo immer möglich. Das verstehen wir und wir möchten Ihnen dabei helfen!
Wir erklären Ihnen, wie Sie häufige Konfigurationsprobleme lösen können, die dazu führen können, dass mehr Benutzer gezählt werden als nötig, und wie Sie überflüssige oder ungenutzte Konten identifizieren und entfernen können, um Geld zu sparen. Es gibt auch einige Ansätze, die zu unnötigen Ausgaben führen können, z. B. wenn ein Personendokument anstelle eines Mail-Ins für geteilte Mailboxen verwendet wird. Wir zeigen Ihnen solche Fälle und deren Lösungen. Und natürlich erklären wir Ihnen das neue Lizenzmodell.
Nehmen Sie an diesem Webinar teil, bei dem HCL-Ambassador Marc Thomas und Gastredner Franz Walder Ihnen diese neue Welt näherbringen. Es vermittelt Ihnen die Tools und das Know-how, um den Überblick zu bewahren. Sie werden in der Lage sein, Ihre Kosten durch eine optimierte Domino-Konfiguration zu reduzieren und auch in Zukunft gering zu halten.
Diese Themen werden behandelt
- Reduzierung der Lizenzkosten durch Auffinden und Beheben von Fehlkonfigurationen und überflüssigen Konten
- Wie funktionieren CCB- und CCX-Lizenzen wirklich?
- Verstehen des DLAU-Tools und wie man es am besten nutzt
- Tipps für häufige Problembereiche, wie z. B. Team-Postfächer, Funktions-/Testbenutzer usw.
- Praxisbeispiele und Best Practices zum sofortigen Umsetzen
Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectorsDianaGray10
Join us to learn how UiPath Apps can directly and easily interact with prebuilt connectors via Integration Service--including Salesforce, ServiceNow, Open GenAI, and more.
The best part is you can achieve this without building a custom workflow! Say goodbye to the hassle of using separate automations to call APIs. By seamlessly integrating within App Studio, you can now easily streamline your workflow, while gaining direct access to our Connector Catalog of popular applications.
We’ll discuss and demo the benefits of UiPath Apps and connectors including:
Creating a compelling user experience for any software, without the limitations of APIs.
Accelerating the app creation process, saving time and effort
Enjoying high-performance CRUD (create, read, update, delete) operations, for
seamless data management.
Speakers:
Russell Alfeche, Technology Leader, RPA at qBotic and UiPath MVP
Charlie Greenberg, host
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
Fueling AI with Great Data with Airbyte WebinarZilliz
This talk will focus on how to collect data from a variety of sources, leveraging this data for RAG and other GenAI use cases, and finally charting your course to productionalization.
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
"Choosing proper type of scaling", Olena SyrotaFwdays
Imagine an IoT processing system that is already quite mature and production-ready and for which client coverage is growing and scaling and performance aspects are life and death questions. The system has Redis, MongoDB, and stream processing based on ksqldb. In this talk, firstly, we will analyze scaling approaches and then select the proper ones for our system.
Digital Banking in the Cloud: How Citizens Bank Unlocked Their MainframePrecisely
Inconsistent user experience and siloed data, high costs, and changing customer expectations – Citizens Bank was experiencing these challenges while it was attempting to deliver a superior digital banking experience for its clients. Its core banking applications run on the mainframe and Citizens was using legacy utilities to get the critical mainframe data to feed customer-facing channels, like call centers, web, and mobile. Ultimately, this led to higher operating costs (MIPS), delayed response times, and longer time to market.
Ever-changing customer expectations demand more modern digital experiences, and the bank needed to find a solution that could provide real-time data to its customer channels with low latency and operating costs. Join this session to learn how Citizens is leveraging Precisely to replicate mainframe data to its customer channels and deliver on their “modern digital bank” experiences.
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-EfficiencyScyllaDB
Freshworks creates AI-boosted business software that helps employees work more efficiently and effectively. Managing data across multiple RDBMS and NoSQL databases was already a challenge at their current scale. To prepare for 10X growth, they knew it was time to rethink their database strategy. Learn how they architected a solution that would simplify scaling while keeping costs under control.
How information systems are built or acquired puts information, which is what they should be about, in a secondary place. Our language adapted accordingly, and we no longer talk about information systems but applications. Applications evolved in a way to break data into diverse fragments, tightly coupled with applications and expensive to integrate. The result is technical debt, which is re-paid by taking even bigger "loans", resulting in an ever-increasing technical debt. Software engineering and procurement practices work in sync with market forces to maintain this trend. This talk demonstrates how natural this situation is. The question is: can something be done to reverse the trend?
In the realm of cybersecurity, offensive security practices act as a critical shield. By simulating real-world attacks in a controlled environment, these techniques expose vulnerabilities before malicious actors can exploit them. This proactive approach allows manufacturers to identify and fix weaknesses, significantly enhancing system security.
This presentation delves into the development of a system designed to mimic Galileo's Open Service signal using software-defined radio (SDR) technology. We'll begin with a foundational overview of both Global Navigation Satellite Systems (GNSS) and the intricacies of digital signal processing.
The presentation culminates in a live demonstration. We'll showcase the manipulation of Galileo's Open Service pilot signal, simulating an attack on various software and hardware systems. This practical demonstration serves to highlight the potential consequences of unaddressed vulnerabilities, emphasizing the importance of offensive security practices in safeguarding critical infrastructure.
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor IvaniukFwdays
At this talk we will discuss DDoS protection tools and best practices, discuss network architectures and what AWS has to offer. Also, we will look into one of the largest DDoS attacks on Ukrainian infrastructure that happened in February 2022. We'll see, what techniques helped to keep the web resources available for Ukrainians and how AWS improved DDoS protection for all customers based on Ukraine experience
Introduction of Cybersecurity with OSS at Code Europe 2024Hiroshi SHIBATA
I develop the Ruby programming language, RubyGems, and Bundler, which are package managers for Ruby. Today, I will introduce how to enhance the security of your application using open-source software (OSS) examples from Ruby and RubyGems.
The first topic is CVE (Common Vulnerabilities and Exposures). I have published CVEs many times. But what exactly is a CVE? I'll provide a basic understanding of CVEs and explain how to detect and handle vulnerabilities in OSS.
Next, let's discuss package managers. Package managers play a critical role in the OSS ecosystem. I'll explain how to manage library dependencies in your application.
I'll share insights into how the Ruby and RubyGems core team works to keep our ecosystem safe. By the end of this talk, you'll have a better understanding of how to safeguard your code.
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...Alex Pruden
Folding is a recent technique for building efficient recursive SNARKs. Several elegant folding protocols have been proposed, such as Nova, Supernova, Hypernova, Protostar, and others. However, all of them rely on an additively homomorphic commitment scheme based on discrete log, and are therefore not post-quantum secure. In this work we present LatticeFold, the first lattice-based folding protocol based on the Module SIS problem. This folding protocol naturally leads to an efficient recursive lattice-based SNARK and an efficient PCD scheme. LatticeFold supports folding low-degree relations, such as R1CS, as well as high-degree relations, such as CCS. The key challenge is to construct a secure folding protocol that works with the Ajtai commitment scheme. The difficulty, is ensuring that extracted witnesses are low norm through many rounds of folding. We present a novel technique using the sumcheck protocol to ensure that extracted witnesses are always low norm no matter how many rounds of folding are used. Our evaluation of the final proof system suggests that it is as performant as Hypernova, while providing post-quantum security.
Paper Link: https://eprint.iacr.org/2024/257
Conversational agents, or chatbots, are increasingly used to access all sorts of services using natural language. While open-domain chatbots - like ChatGPT - can converse on any topic, task-oriented chatbots - the focus of this paper - are designed for specific tasks, like booking a flight, obtaining customer support, or setting an appointment. Like any other software, task-oriented chatbots need to be properly tested, usually by defining and executing test scenarios (i.e., sequences of user-chatbot interactions). However, there is currently a lack of methods to quantify the completeness and strength of such test scenarios, which can lead to low-quality tests, and hence to buggy chatbots.
To fill this gap, we propose adapting mutation testing (MuT) for task-oriented chatbots. To this end, we introduce a set of mutation operators that emulate faults in chatbot designs, an architecture that enables MuT on chatbots built using heterogeneous technologies, and a practical realisation as an Eclipse plugin. Moreover, we evaluate the applicability, effectiveness and efficiency of our approach on open-source chatbots, with promising results.
The Microsoft 365 Migration Tutorial For Beginner.pptxoperationspcvita
This presentation will help you understand the power of Microsoft 365. However, we have mentioned every productivity app included in Office 365. Additionally, we have suggested the migration situation related to Office 365 and how we can help you.
You can also read: https://www.systoolsgroup.com/updates/office-365-tenant-to-tenant-migration-step-by-step-complete-guide/
2. Five Pillars of Well Architected Framework
● Operational Excellence - The ability to run and monitor systems to deliver business value and to
continually improve supporting processes and procedures.
● Security - The ability to protect information, systems, and assets while delivering business value
through risk assessments and mitigation strategies.
● Reliability - The ability of a system to recover from infrastructure or service disruptions, dynamically
acquire computing resources to meet demand, and mitigate disruptions such as misconfigurations or
transient network issues.
● Performance Efficiency - The ability to use computing resources efficiently to meet system
requirements, and to maintain that efficiency as demand changes and technologies evolve
● Cost Optimization - The ability to avoid or eliminate unneeded cost or suboptimal resources
3. General Design Principles
● Stop guessing your capacity needs
● Test systems at production scale
● Automate to make architectural experimentation easier
● Allow for evolutionary architectures
● Drive architectures using data
● Improve through game days
4. Operational Excellence
● The operational excellence pillar includes the ability to run and monitor systems to deliver business
value and to continually improve supporting processes and procedures.
● The operational excellence pillar provides an overview of design principles, best practices, and
questions.
5. Operational Excellence Design Principles
● Perform operations as code
● Annotate documentation
● Make frequent, small, reversible changes
● Refine operations procedures frequently
● Anticipate failure
● Learn from all operational failures
6. Operational Excellence Best Practices
● There are three best practice areas for operational excellence in the cloud
○ Prepare
○ Operate
○ Evolve
7. Best Practices Prepare
● Effective preparation is required to drive operational excellence
● Operational readiness is validated through checklists to ensure a workload meets defined standards
and that required procedures are adequately captured in runbooks and playbooks.
● Using AWS CloudFormation enables you to have consistent, templated, sandbox development, test,
and production environments with increasing levels of operations control.
● AWS enables visibility into your workloads at all layers through various log collection and monitoring
features (application programming interfaces (APIs), and network flow logs can be collected using
Amazon CloudWatch, AWS CloudTrail, and VPC Flow Logs)
8. Best Practices Operate
● Successful operation of a workload is measured by the achievement of business and customer
outcomes.
● Define expected outcomes, determine how success will be measured, and identify the workload and
operations metrics that will be used in those calculations to determine if operations are successful.
● Use collected metrics to determine if you are satisfying customer and business needs, and identify
areas for improvement
● Use established runbooks for well-understood events, and use playbooks to aid in the resolution of
other events.
● Prioritize responses to events based on their business and customer impact.
● Communicate the operational status of workloads through dashboards and notifications that are
tailored to the target audience so that they may take appropriate action
● Determine the root cause of unplanned events and unexpected impacts from planned events.
9. Best Practices Evolve
● Evolution of operations is required to sustain operational excellence
● Dedicate work cycles to making continuous incremental improvements.
● Include feedback loops within your procedures to rapidly identify areas for improvement
● With AWS Developer Tools you can implement continuous delivery build, test, and deployment
activities that work with a variety of source code, build, testing, and deployment tools from AWS and
third parties
● The results of deployment activities can be used to identify opportunities for improvement for both
deployment and development.
● Successful evolution of operations is founded in: frequent small improvements; providing safe
environments and time to experiment, develop, and test improvements; and environments in which
learning from failures is encouraged.
10. Key AWS Services for Operational Excellence
● The AWS service that is essential to operational excellence is AWS CloudFormation, which you can
use to create templates based on best practices. This enables you to provision resources in an orderly
and consistent fashion from your development through production environments
● Prepare: AWS Config and AWS Config rules can be used to create standards for workloads and to
determine if environments are compliant with those standards before being put into production.
● Operate: Amazon CloudWatch allows you to monitor the operational health of a workload.
● Evolve: Amazon Elasticsearch Service (Amazon ES) allows you to analyze your log data to gain
actionable insights quickly and securely
11. Security Design Principles
● Implement a strong identity foundation
● Enable traceability
● Apply security at all layers
● Automate security best practices
● Protect data in transit and at rest
● Prepare for security events
12. Security Definition
● There are five best practice areas for security in the cloud:
○ Identity and Access Management
○ Detective Controls
○ Infrastructure Protection
○ Data Protection
○ Incident Response
● For security you will want to control who can do what.
● In addition, you want to be able to identify security incidents, protect your systems and services, and
maintain the confidentiality and integrity of data through data protection.
● The AWS Shared Responsibility Model enables organizations that adopt the cloud to achieve their
security and compliance goals
13. Best Practices - Identity and Access Management
● Identity and access management are key parts of an information security program, ensuring that only
authorized and authenticated users are able to access your resources
● You should apply granular policies, which assign permissions to a user, group, role, or resource
● IAM allows you to control user access to AWS services and resources.
● You also have the ability to require strong password practices, such as complexity level, avoiding re-
use, and using multi-factor authentication (MFA).
● IAM enables secure access through instance profiles, identity federation, and temporary credentials
● It is critical to keep root user credentials protected, and to this end AWS recommends attaching MFA to
the root user
14. Best Practices - Detective Controls
● You can use detective controls to identify a potential security incident.
● These controls are an essential part of governance frameworks and can be used to support a quality
process, a legal or compliance obligation, and for threat identification and response efforts.
● In AWS, you can implement detective controls by processing logs, events, and monitoring that allows
for auditing, automated analysis, and alarming.
● CloudTrail logs, AWS API calls, and CloudWatch provide monitoring of metrics with alarming, and
AWS Config provides configuration history.
● Service-level logs are also available. You can use Amazon Simple Storage Service to log access
requests.
● Amazon Glacier provides a vault lock feature to preserve mission-critical data with compliance controls
designed to support auditable long-term retention.
15. Best Practices - Infrastructure Protection
● Infrastructure protection includes control methodologies, such as defense-in-depth and MFA
● In AWS, you can implement stateful and stateless packet inspection, either by using AWS-native
technologies or by using partner products and services available through the AWS Marketplace
● You should use Amazon Virtual Private Cloud (Amazon VPC) to create a private, secured, and
scalable environment in which you can define your topology—including gateways, routing tables, and
public and private subnets.
● Enforcing boundary protection, monitoring points of ingress and egress, and comprehensive logging,
monitoring, and alerting are all essential
16. Best Practices - Data Protection
● Data classification provides a way to categorize organizational data based on levels of sensitivity, and
encryption protects data by rendering it unintelligible to unauthorized access.
● In AWS, the following practices facilitate protection of data
○ As an AWS customer you maintain full control over your data
○ AWS makes it easier for you to encrypt your data and manage keys, including regular key
rotation
○ Detailed logging that contains important content, such as file access and changes, is available.
○ AWS has designed storage systems for exceptional resiliency
○ Versioning, which can be part of a larger data lifecycle management process, can protect against
accidental overwrites, deletes, and similar harm.
○ AWS never initiates the movement of data between Regions
○ AWS provides multiple means for encrypting data at rest and in transit
17. Best Practices - Incident Response
● In AWS, the following practices facilitate effective incident response
○ Detailed logging is available that contains important content, such as file access and changes
○ Events can be automatically processed and trigger scripts that automate runbooks through the
use of AWS APIs
○ You can pre-provision tooling and a “clean room” using AWS CloudFormation. This allows you to
carry out forensics in a safe, isolated environment.
● Ensure that you have a way to quickly grant access for your InfoSec team, and automate the isolation
of instances as well at the capturing of data and state for forensics.
18. Key AWS Services for Security
● Identity and Access Management: IAM enables you to securely control access to AWS services and
resources. MFA adds an extra layer of protection on top of your user name and password.
● Detective Controls: AWS CloudTrail records AWS API calls, AWS Config provides a detailed
inventory of your AWS resources and configuration, and Amazon CloudWatch is a monitoring service
for AWS resources.
● Infrastructure Protection: Amazon VPC lets you provision a private, isolated section of the AWS
Cloud where you can launch AWS resources in a virtual network
● Data Protection: Services such as ELB, EBS, Amazon S3, and RDS include encryption capabilities to
protect your data in transit and at rest. Amazon Macie automatically discovers, classifies, and protects
sensitive data, while AWS Key Management Service makes it easy for you to create and control keys
used for encryption.
● Incident Response: IAM should be used to grant appropriate authorization to incident response
teams. AWS CloudFormation can be used to create a trusted environment for conducting
investigations
19. Reliability Design Principles
● Test recovery procedures
● Automatically recover from failure
● Scale horizontally to increase aggregate system availability
● Stop guessing capacity
● Manage change in automation
20. Reliability Definition
● There are three best practice areas for reliability in the cloud
○ Foundations
○ Change Management
○ Failure Management
21. Best Practices Foundations
● You must have sufficient network bandwidth to your data center.
● It is the responsibility of AWS to satisfy the requirement for sufficient networking and compute capacity,
while you are free to change resource size and allocation, such as the size of storage devices, on
demand
22. Best Practices Change Management
● Using AWS, you can monitor the behavior of a system and automate the response to KPIs
● For example, by adding additional servers as a system gains more users.
● You can control who has permission to make system changes and audit the history of these changes.
● Automatic logging of changes to your environment allows you to audit and quickly identify actions that
might have impacted reliability.
23. Best Practices Failure Management
● With AWS, you can take advantage of automation to react to monitoring data.
● For example, when a particular metric crosses a threshold, you can trigger an automated action to
remedy the problem.
● Also, rather than trying to diagnose and fix a failed resource that is part of your production environment,
you can replace it with a new one and carry out the analysis on the failed resource out of band.
● Regularly back up your data and test your backup files to ensure you can recover from both logical and
physical errors.
● Actively track KPIs, such as the recovery time objective (RTO) and recovery point objective (RPO), to
assess a system’s resiliency (especially under failure-testing scenarios).
24. Reliability Key AWS Services
● Foundations:
○ Amazon VPC lets you launch AWS resources in a virtual network.
○ AWS Trusted Advisor provides visibility into service limits.
○ AWS Shield is a DDoS protection service that safeguards web applications running on AWS
● Change Management
○ AWS CloudTrail records AWS API calls for your account and delivers log files to you for auditing
○ AWS Config continuously records configuration changes
○ Auto Scaling provides an automated demand management for a deployed workload
○ CloudWatch provides the ability to alert on metrics, including custom metrics.
● Failure Management
○ AWS CloudFormation provides templates for the creation of AWS resources and provisions them
in an orderly and predictable fashion
○ Amazon S3 keeps backups, Glacier provides highly durable archives, KMS provides a reliable
key management system that integrates with many AWS services.
25. Performance Efficiency Design Principles
● Democratize advanced technologies
● Go global in minutes
● Use serverless architectures
● Experiment more often
● Mechanical sympathy
26. Performance Definition
● There are four best practice areas for performance efficiency in the cloud
○ Selection
○ Review
○ Monitoring
○ Tradeoffs
27. Performance Best Practices Selection
● In AWS, resources are virtualized and are available in a number of different types and configurations.
● For example,Amazon DynamoDB provides a fully managed NoSQL database with single-digit
millisecond latency at any scale.
● When you select the patterns and implementation for your architecture, use a data-driven approach for
the most optimal solution.
● Your architecture will likely combine a number of different architectural approaches (for example, event-
driven, ETL, or pipeline).
● Four main resource types that you should consider
○ Compute - instances, containers, and functions
○ Storage - block, file, or object
○ Database - RDS, NoSQL
○ Network - AWS offers product features (for example, very high network instance types, Amazon
EBS optimized instances, Amazon S3 transfer acceleration, dynamic Amazon CloudFront) to
optimize network traffic. AWS also offers networking features (for example, Amazon Route 53
latency routing, Amazon VPC endpoints, and AWS Direct Connect) to reduce network distance or
jitter.
28. Monitoring and Tradeoffs
● Monitoring
○ Amazon CloudWatch provides the ability to monitor and send notification alarms
○ You can use automation to work around performance issues by triggering actions through Amazon
Kinesis, Amazon Simple Queue Service (Amazon SQS), and AWS Lambda.
● Tradeoffs
○ Using AWS, you can go global in minutes and deploy resources in multiple locations across the
globe to be closer to your end users
○ You can also dynamically add read-only replicas to information stores such as database systems
to reduce the load on the primary database
○ AWS also offers caching solutions such as Amazon ElastiCache, which provides an in-memory
data store or cache, and Amazon CloudFront, which caches copies of your static content closer to
end users.
○ Amazon DynamoDB Accelerator (DAX) provides a read-through/write-through distributed caching
tier in front of Amazon DynamoDB,
30. Cost Optimization Design Principles
● Adopt a consumption model
● Measure overall efficiency
● Stop spending money on data center operations
● Analyze and attribute expenditure
● Use managed services to reduce cost of ownership
31. Cost Optimization Definition
● There are four best practice areas for cost optimization in the cloud:
○ Cost-Effective Resources
○ Matching Supply and Demand
○ Expenditure Awareness
○ Optimizing Over Time
32. Best Practices Cost Optimization
● Cost-Effective Resources
○ On-Demand Instances allow you to pay for compute capacity by the hour, with no minimum
commitments required.
○ Reserved Instances allow you to reserve capacity and offer savings of up to 75% off On-Demand
pricing.
○ With Spot Instances, you can bid on unused Amazon EC2 capacity at significant discounts.
○ By using tools such as AWS Trusted Advisor to regularly review your AWS usage, you can
actively monitor your utilization and adjust your deployments accordingly.
● Matching Supply and Demand
○ Auto Scaling and demand, buffer, and time-based approaches allow you to add and remove
resources as needed.
● Expenditure Awareness
○ You can use cost allocation tags to AWS resources (such as EC2 instances or S3 buckets) to
categorize and track your AWS costs
○ You can set up billing alerts to notify you of predicted overspending
○ AWS Simple Monthly Calculator allows you to calculate your data transfer costs
● Optimizing Over Time
○ AWS Trusted Advisor inspects your AWS environment and finds opportunities to save you money
by eliminating unused or idle resources or committing to Reserved Instance capacity.
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