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Questions and Answers
What is the main focus of scalability in cloud environments?
What is the main focus of scalability in cloud environments?
What does vertical scaling involve?
What does vertical scaling involve?
How does horizontal scaling work in cloud environments?
How does horizontal scaling work in cloud environments?
What is the relationship between elasticity and scalability?
What is the relationship between elasticity and scalability?
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What does measured service refer to in cloud computing?
What does measured service refer to in cloud computing?
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What provides tremendous agility and flexibility in utilizing cloud resources?
What provides tremendous agility and flexibility in utilizing cloud resources?
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Which of the following actions is part of vertical scaling?
Which of the following actions is part of vertical scaling?
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What happens when a website experiences a burst in activity in an elastic cloud environment?
What happens when a website experiences a burst in activity in an elastic cloud environment?
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What is a key responsibility of the SaaS provider in a cloud environment?
What is a key responsibility of the SaaS provider in a cloud environment?
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Why is it important to document the division of responsibilities for cybersecurity?
Why is it important to document the division of responsibilities for cybersecurity?
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What does the Cloud Controls Matrix (CCM) help organizations with?
What does the Cloud Controls Matrix (CCM) help organizations with?
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Which organization published a high-level taxonomy for cloud services?
Which organization published a high-level taxonomy for cloud services?
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What is a major benefit of utilizing the Cloud Reference Architecture?
What is a major benefit of utilizing the Cloud Reference Architecture?
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Which compliance standard requires organizations to document specific controls alongside cloud providers?
Which compliance standard requires organizations to document specific controls alongside cloud providers?
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What is the primary focus of the Cloud Security Alliance (CSA)?
What is the primary focus of the Cloud Security Alliance (CSA)?
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Which statement about shared control in a SaaS environment is true?
Which statement about shared control in a SaaS environment is true?
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What is a primary limitation of API-based CASBs?
What is a primary limitation of API-based CASBs?
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What does implementing resource policies help to mitigate?
What does implementing resource policies help to mitigate?
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Which action is specifically denied by the sample service control policy?
Which action is specifically denied by the sample service control policy?
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What is the effect of the statement with the Sid 'DenyAllOutsideUSEastEUWest1'?
What is the effect of the statement with the Sid 'DenyAllOutsideUSEastEUWest1'?
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What does the 'Effect' property in the policy specify?
What does the 'Effect' property in the policy specify?
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Which of the following conditions restricts the instance types that can be used?
Which of the following conditions restricts the instance types that can be used?
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What is the primary function of block storage?
What is the primary function of block storage?
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How does AWS Elastic Block Storage (EBS) charge for storage?
How does AWS Elastic Block Storage (EBS) charge for storage?
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Which of the following statements about object storage is true?
Which of the following statements about object storage is true?
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What is a significant cost difference between block storage and object storage?
What is a significant cost difference between block storage and object storage?
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What is one critical security consideration when working with object storage?
What is one critical security consideration when working with object storage?
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What does AWS Simple Storage Service (S3) primarily offer?
What does AWS Simple Storage Service (S3) primarily offer?
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Which method does block storage use for data allocation?
Which method does block storage use for data allocation?
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What might happen if access policies are not set correctly in object storage?
What might happen if access policies are not set correctly in object storage?
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What should cloud customers primarily focus on from a storage perspective?
What should cloud customers primarily focus on from a storage perspective?
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Which strategy would best ensure high availability in a cloud environment?
Which strategy would best ensure high availability in a cloud environment?
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What is a key design consideration for virtual networks in a cloud environment?
What is a key design consideration for virtual networks in a cloud environment?
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What does the term 'elasticity' refer to in a cloud environment?
What does the term 'elasticity' refer to in a cloud environment?
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From a compute perspective, what is essential for maintaining instance security?
From a compute perspective, what is essential for maintaining instance security?
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In a Type I hypervisor environment providing IaaS, which security control is least applicable?
In a Type I hypervisor environment providing IaaS, which security control is least applicable?
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What is an important factor when designing resilient cloud implementations?
What is an important factor when designing resilient cloud implementations?
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What action should cloud customers take regarding permissions?
What action should cloud customers take regarding permissions?
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What distinguishes a public cloud from other cloud models?
What distinguishes a public cloud from other cloud models?
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Which of the following is a defining feature of a private cloud?
Which of the following is a defining feature of a private cloud?
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What best describes a community cloud?
What best describes a community cloud?
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What is a key characteristic of a hybrid cloud?
What is a key characteristic of a hybrid cloud?
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Why might a private cloud be considered less cost-efficient than a public cloud?
Why might a private cloud be considered less cost-efficient than a public cloud?
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Which cloud model is exemplified by the HathiTrust digital library?
Which cloud model is exemplified by the HathiTrust digital library?
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Which of the following accurately describes a characteristic of public cloud service providers?
Which of the following accurately describes a characteristic of public cloud service providers?
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What primarily differentiates hybrid cloud from simply using both public and private clouds?
What primarily differentiates hybrid cloud from simply using both public and private clouds?
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What is the primary benefit of edge computing in comparison to traditional cloud computing?
What is the primary benefit of edge computing in comparison to traditional cloud computing?
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In which scenario is edge computing particularly advantageous?
In which scenario is edge computing particularly advantageous?
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How does fog computing differ from edge computing?
How does fog computing differ from edge computing?
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What is a key characteristic of sensors utilized in edge computing systems?
What is a key characteristic of sensors utilized in edge computing systems?
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What role do IoT gateway devices play in fog computing?
What role do IoT gateway devices play in fog computing?
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What is a primary role of the hypervisor in relation to virtual machines?
What is a primary role of the hypervisor in relation to virtual machines?
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Which statement accurately describes Type I hypervisors?
Which statement accurately describes Type I hypervisors?
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What is a significant drawback of Type II hypervisors compared to Type I?
What is a significant drawback of Type II hypervisors compared to Type I?
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In which scenario would Type II hypervisors be most appropriately utilized?
In which scenario would Type II hypervisors be most appropriately utilized?
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From a security perspective, what does the isolation provided by a hypervisor ensure?
From a security perspective, what does the isolation provided by a hypervisor ensure?
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What distinguishes block storage from object storage in terms of billing?
What distinguishes block storage from object storage in terms of billing?
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Which statement accurately reflects the functionality of object storage?
Which statement accurately reflects the functionality of object storage?
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What is the primary advantage of using object storage over block storage?
What is the primary advantage of using object storage over block storage?
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How does the access method differ between block storage and object storage?
How does the access method differ between block storage and object storage?
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What is a key reason for the cost difference between block storage and object storage?
What is a key reason for the cost difference between block storage and object storage?
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What role do APIs play in the Infrastructure as Code (IaC) approach?
What role do APIs play in the Infrastructure as Code (IaC) approach?
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Which characteristic of microservices enhances their functionality within cloud environments?
Which characteristic of microservices enhances their functionality within cloud environments?
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In the context of Infrastructure as Code, which of the following statements about third-party cloud management platforms is true?
In the context of Infrastructure as Code, which of the following statements about third-party cloud management platforms is true?
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What is a primary benefit of utilizing Infrastructure as Code in cloud environments?
What is a primary benefit of utilizing Infrastructure as Code in cloud environments?
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How does IaC contribute to the management of cloud resources in microservices architectures?
How does IaC contribute to the management of cloud resources in microservices architectures?
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What is a significant disadvantage of separating development and operations teams?
What is a significant disadvantage of separating development and operations teams?
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How does the DevOps approach affect the release management process?
How does the DevOps approach affect the release management process?
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What role does Infrastructure as Code (IaC) play in the DevOps movement?
What role does Infrastructure as Code (IaC) play in the DevOps movement?
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What is a common consequence of requiring clear hand-offs from development to operations?
What is a common consequence of requiring clear hand-offs from development to operations?
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What is one reason organizations are shifting toward a DevOps approach?
What is one reason organizations are shifting toward a DevOps approach?
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What is a potential outcome of isolating developers from operational considerations?
What is a potential outcome of isolating developers from operational considerations?
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What major challenge does the traditional separation of development and operations create?
What major challenge does the traditional separation of development and operations create?
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In the context of cloud computing, what advantage does Infrastructure as Code (IaC) provide?
In the context of cloud computing, what advantage does Infrastructure as Code (IaC) provide?
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What are the potential consequences of a virtual machine escape attack?
What are the potential consequences of a virtual machine escape attack?
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What is a major risk associated with virtual machine sprawl in organizations?
What is a major risk associated with virtual machine sprawl in organizations?
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What can occur if hardware resource reuse is not managed properly by cloud providers?
What can occur if hardware resource reuse is not managed properly by cloud providers?
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Which role does a hypervisor play in preventing VM escape attacks?
Which role does a hypervisor play in preventing VM escape attacks?
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How can organizations maintain awareness of their virtual service instances to avoid sprawl?
How can organizations maintain awareness of their virtual service instances to avoid sprawl?
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What is a primary advantage of inline CASB solutions over API-based CASB solutions?
What is a primary advantage of inline CASB solutions over API-based CASB solutions?
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Which characteristic distinguishes API-based CASB solutions from inline CASB solutions?
Which characteristic distinguishes API-based CASB solutions from inline CASB solutions?
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In which scenario would a CASB be less effective?
In which scenario would a CASB be less effective?
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What is a common challenge faced by security analysts when using CASBs?
What is a common challenge faced by security analysts when using CASBs?
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What is a significant limitation of using inline CASB solutions?
What is a significant limitation of using inline CASB solutions?
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Study Notes
Cloud Scalability and Elasticity
- Scalability allows cloud providers to adjust resources transparently, enhancing performance based on demand.
- Vertical scaling increases server capacity by adding CPU cores or memory, enabling quick resource upgrades.
- Horizontal scaling involves adding more servers to a cluster to manage increased user load, enhancing system capacity gradually.
Elasticity vs. Scalability
- Elasticity enables automatic adjustment of resources, allowing expansion during high demand and contraction when the demand reduces.
- Scalability focuses on increasing capacity quickly, while elasticity optimizes costs associated with resource usage.
Measured Service
- Cloud providers track user resource consumption (e.g., processing time, storage use, log entries).
- Charges are based on actual usage, ensuring customers only pay for what they use.
Agility and Flexibility
- Rapid provisioning of cloud resources grants organizations flexibility to meet short-term demands.
- Customers retain some control over data and access configurations, while providers manage operational and cybersecurity tasks.
Cybersecurity Responsibilities
- Clear documentation of cybersecurity responsibilities is crucial for compliance with regulations like PCI DSS.
- Cloud providers often have resources detailing controls for compliance with various standards.
Cloud Standards and Guidelines
- NIST’s Cloud Reference Architecture offers a comprehensive taxonomy for understanding cloud services and their roles.
- The Cloud Security Alliance (CSA) promotes best practices in cloud security and has developed the Cloud Controls Matrix to assist organizations.
Storage Types
- Block Storage: Allocates large volumes for virtual servers, functioning like physical drives. Example: AWS Elastic Block Storage (EBS). Customers pay for allocated capacity.
- Object Storage: Allows file storage in buckets, treating files as independent entities. Example: AWS Simple Storage Service (S3). Customers pay for actual storage used.
Cost Comparison
- Block storage costs are typically 3 to 10 times higher than object storage as block storage is preallocated.
Security Considerations for Cloud Storage
- Properly set permissions to prevent unauthorized access, especially in object storage where misconfigurations can lead to data exposure.
- API-based Cloud Access Security Brokers (CASBs) monitor but may have limitations in blocking policy violations upfront.
Resource Policies
- Cloud providers offer resource policies to limit user actions, enhancing security. For example, a JSON policy can restrict access to specific regions and instance types.
- Appropriate security controls should be maintained, considering permissions, encryption, and availability of cloud resources.
High Availability and Network Design
- Resilient cloud implementations should achieve high availability through design across multiple zones.
- Network segmentation is vital, using public and private subnets to enhance security.
Review Questions Context
- Example of vertical scaling: Adding a CPU in response to high traffic demands.
- Importance of maintaining security patches in environments utilizing a Type I hypervisor for IaaS.
Public Cloud
- Utilizes a multitenant model, meaning infrastructure is shared among multiple customers.
- Offers IaaS, PaaS, SaaS, and FaaS services.
- Resources are not dedicated to a single customer; they are generally available.
- Major providers include AWS, Microsoft Azure, and Google Cloud Platform (GCP).
Private Cloud
- Infrastructure is provisioned exclusively for a single customer.
- Can be built and managed internally or by a third-party provider.
- Often has unused capacity to handle peak demand, resulting in higher costs compared to public cloud.
Community Cloud
- Combines aspects of both public and private clouds.
- Shared infrastructure among a specific group with common interests (e.g., similar security needs, shared mission).
- Example: HathiTrust digital library, a consortium of academic research libraries.
Hybrid Cloud
- Integrates public, private, and/or community cloud services into a unified platform.
- Requires technology to seamlessly combine different cloud offerings.
- Enables capabilities like public cloud bursting (leveraging public cloud during peak demand).
- Offers a decentralized approach, reducing reliance on a single environment and minimizing single points of failure.
Edge Computing & IoT
- The Internet of Things (IoT) significantly alters computing provisioning and usage.
- IoT applications are prevalent in daily life (smart homes, vehicles) and industrial settings (manufacturing, agriculture, space).
- Remote sensors in areas with poor network connectivity pose challenges for traditional cloud computing.
- Transferring all sensor data to the cloud for processing is inefficient in these scenarios.
- Edge computing processes data closer to the sensor, reducing data transmission to the cloud.
- Edge computing involves placing processing power on sensors for data preprocessing.
- The term "edge" refers to the network's periphery where sensors are located.
Fog Computing
- Fog computing is similar to edge computing, but uses IoT gateway devices near the sensors.
- Sensors in fog computing might lack processing power; gateways handle preprocessing before cloud transmission.
Hypervisor Responsibility
- The primary function of a hypervisor is to ensure the isolation of virtual machines.
- This isolation provides each virtual machine with the impression of its own dedicated physical environment.
- Isolation prevents interference between virtual machines, ensuring operational independence.
- From a security perspective, isolation safeguards virtual machines from accessing or modifying resources allocated to other virtual machines.
Hypervisor Types
- There are two main categories of hypervisors: Type I and Type II.
- Type I hypervisors, also called bare-metal hypervisors, operate directly on the hardware.
- Type I hypervisors are highly efficient and widely used in data centers.
- Type II hypervisors run as applications on top of an existing operating system.
- Type II hypervisors are less efficient than Type I because the host operating system increases resource consumption.
- Type II hypervisors are commonly used for personal computer virtualization.
Cloud Storage Resources
- Infrastructure providers offer both storage coupled with their computing offerings and independent storage offerings.
- There are two main categories of cloud storage offerings: block storage and object storage.
- Block storage allocates large volumes of storage for use by virtual server instances.
- Block storage volumes are formatted as virtual disks by the operating system on server instances.
- Block storage is offered by AWS through their Elastic Block Storage (EBS) service.
- Object storage allows customers to store files in buckets, treating each file as an independent entity.
- Object storage files can be accessed over the web or through the provider's API.
- Object storage hides storage details from the end user.
- AWS Simple Storage Service (S3) is an example of object storage.
- Block storage is preallocated and you pay for the allocated capacity, regardless of data usage.
- Object storage is not preallocated and you pay for the storage you actually use.
- Block storage is more expensive than object storage.
Traditional Approach to Technology Teams
- Technology teams were organized into silos of expertise based on roles, isolating development and operations.
- Developers were responsible for creating software applications, while operations managed servers and infrastructure.
- This separation created a comfortable working environment but also led to disadvantages like reduced agility and increased overhead.
Disadvantages of Separated Development and Operations
- Isolating operations teams from development inhibited their understanding of business requirements.
- Isolating developers from operational considerations resulted in wasteful designs in terms of resource consumption.
- Hand-offs between development and operations slowed down agility and required lengthy transitions.
- Overhead associated with transitions encouraged infrequent releases, delaying requirement satisfaction.
DevOps Approach
- DevOps brings together development and operations teams in a unified, agile approach.
- It automates the testing and release process, allowing for frequent updates.
- The DevOps approach emphasizes collaboration and speed, leading to a faster pace of development and deployment.
Infrastructure as Code (IaC)
- IaC enables automating infrastructure provisioning, management, and deprovisioning using scripts instead of manual intervention.
- IaC is a key enabler of DevOps and a crucial advantage of cloud computing services integration.
- It is a feature of major IaaS environments like AWS, Azure, and GCP.
- IaC can be implemented through cloud service provider features or third-party cloud management platforms.
Cloud Provider APIs in DevOps
- Cloud providers offer APIs that allow developers to programmatically manage cloud resources.
- APIs are crucial for DevOps, particularly in environments embracing microservices.
- Microservices are designed to communicate with each other based on environmental events, facilitating automated interactions.
VM Escape Vulnerabilities
- A serious security risk in virtualized environments, especially when hosting systems with varying security levels.
- Attackers gain access to a virtual host and leverage it to compromise resources allocated to other virtual machines.
- The hypervisor is designed to restrict a VM's access to its assigned resources, but escape attacks allow processes to bypass these restrictions.
VM Sprawl
- Occurs when IaaS users create virtual service instances and then disregard or abandon them, leading to unnecessary costs and accumulating security risks.
- Organizations should monitor instance activity to prevent VM sprawl.
Resource Reuse
- Cloud providers may reassign hardware resources previously used by one customer to another.
- If data isn't adequately removed from the hardware before reassignment, new customers could unintentionally access data belonging to previous users.
Cloud Access Security Brokers (CASBs)
- Organizations commonly use multiple cloud service providers.
- Managing security across multiple service providers is challenging.
- CASBs act as intermediaries between users and cloud service providers.
- CASBs enforce security policies by monitoring user activity.
CASB Deployment Models
-
Inline CASB:
- Physically or logically reside in the network path between users and services.
- Can monitor and block requests before they reach the cloud service.
- Requires network or endpoint device configuration.
-
API-based CASB:
- Interact with cloud service providers through APIs.
- Do not require user device configuration.
- Monitor user activity and report on policy violations after they occur.
- Cannot block request in real-time.
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Test your knowledge on how cloud providers achieve scalability through vertical and horizontal scaling. This quiz explores the concepts and practical implications of resource management in cloud environments. Get ready to deepen your understanding of the technical aspects behind cloud computing.