[Q33-Q56] Get 100% Passing Success With True JN0-253 Exam! [May-2026]

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Get 100% Passing Success With True JN0-253 Exam! [May-2026]

Juniper JN0-253 PDF Questions - Exceptional Practice To Mist AI, Associate (JNCIA-MistAI)


Juniper JN0-253 Exam Syllabus Topics:

TopicDetails
Topic 1
  • Juniper Mist Monitoring and Analytics: This domain focuses on monitoring tools including service-level expectations, packet captures, AI-driven insights, automated alerts, and audit logs for comprehensive network visibility.
Topic 2
  • Marvis Virtual Network Assistant AI: This domain introduces Marvis, an AI-powered assistant providing automated troubleshooting through intelligent actions, natural language queries, and specialized analytical tools for proactive issue resolution.
Topic 3
  • Juniper Mist Cloud Operations: This domain covers three API types (RESTful, WebSocket, Webhook) for programmatic integration, plus support resources including ticketing systems and documentation.

 

NEW QUESTION # 33
Which two components make up a self-driving AI network? (Choose two.)

  • A. human interface
  • B. support tickets
  • C. actions
  • D. telemetry

Answer: C,D

Explanation:
A self-driving AI network is comprised of two foundational components: actions and telemetry. According to Juniper's own communications, "Marvis AI analyzes telemetry across the wired, wireless, WAN and data center domains, and creates automated workflows to simplify operations and lower costs. Agentic AI:
Accelerating self-driving operations." Telemetry provides real-time continuous data and metrics from the network, including client, device, and application health, enabling the AI engine to build a current, actionable state model. Actions refer to proactive, automated tasks performed by the AI, such as remediating misconfigured ports, resolving anomalies, optimizing performance, and self-healing operations-"Expanded Self-Driving Actions... the Marvis Actions dashboard now supports the autonomous remediation of more network issues." Human interface and support tickets are beneficial for management and support, but the core capabilities of a self-driving AI network are telemetry (data/observability) and actions (automation
/remediation).
Reference:HPE Juniper Networking Self-Driving Network Overview


NEW QUESTION # 34
Exhibit:

Referring to the exhibit, which classifier was the largest contributor to 17% of the capacity issues?

  • A. Ethernet
  • B. Network Issues
  • C. Authorization
  • D. Wi-Fi Interference

Answer: D

Explanation:
Within theJuniper Mist Wireless Assurance dashboard, theCapacity SLE (Service Level Expectation) provides visibility into how well the network can handle concurrent users and traffic loads. It identifies the contributing factors, orclassifiers, responsible for degraded capacity performance such asWi-Fi interference, network issues, Ethernet problems, or authorization delays.
According to theJuniper Mist AI Operations and SLE Analytics Guide, the platform:
"Uses classifiers to break down SLE metrics and identify which network factors most heavily contribute to sub-threshold performance." In the exhibit, theWi-Fi interferenceclassifier has the longest bar reaching the full17%, clearly showing it as the largest contributor to capacity degradation. Wi-Fi interference occurs when multiple APs or nearby wireless networks overlap on the same channel, resulting in increased contention, collisions, and reduced airtime availability - all of which impact overall capacity.
Therefore, the correct answer isD. Wi-Fi Interference.
References:- Juniper Mist Wireless Assurance SLE and Classifier Documentation- Juniper Mist AI Operations and Analytics Guide- Juniper Mist Dashboard and Troubleshooting Insights Overview


NEW QUESTION # 35
Which two statements are correct about Juniper Mist subscriptions? (Choose two.)

  • A. Subscriptions are not associated with a specific device serial number.
  • B. Subscriptions are associated with a specific device serial number.
  • C. If a device fails and is removed from the network, the subscription will automatically apply to the new device when added.
  • D. If a device fails and is removed from the network, you must manually transfer the subscription to the new device before installing.

Answer: A,C

Explanation:
In theJuniper Mist Cloud licensing model, subscriptions represent service entitlements that enable specific features such asWireless Assurance,Wired Assurance,WAN Assurance,Marvis Virtual Network Assistant, andPremium Analytics. These subscriptions are managed at theorganization leveland are not permanently tied to individual hardware units.
According to theJuniper Mist Licensing and Subscription Management Guide, subscriptions are:
"Cloud-based entitlements associated with an organization, not bound to specific device serial numbers.
Devices draw from the subscription pool dynamically."
This design allows flexibility and simplifies device replacement or scaling:
* When a new device (for example, an access point or switch) is added to the organization, the subscription is automatically assignedto it from the available pool.
* If a device isremoved or fails, the subscription is automaticallyreleased and reassignedto a replacement unit-no manual transfer is required.
Therefore:
* Ais correct because subscriptions are not linked to a single device's serial number.
* Dis correct because subscriptions automatically reapply when replacement devices are onboarded.
OptionsBandCare incorrect because Juniper Mist subscriptions are organization-based, not hardware-bound, and require no manual reassignment after device failure or replacement.
References:- Juniper Mist Cloud Licensing and Subscription Management Guide- Juniper Mist Organization and Device Lifecycle Documentation- Juniper Mist Cloud Operations and Entitlement Management Overview


NEW QUESTION # 36
What are device-specific WAN Edge templates used for in an SD-WAN configuration?

  • A. To monitor network events and stop attacks
  • B. To perform traffic inspection for WAN edge devices
  • C. To automate the WLAN template process
  • D. To automatically generate configuration elements specific to device models

Answer: D

Explanation:
In theJuniper Mist SD-WANsolution,device-specific WAN Edge templatesare used to streamline the deployment and configuration ofJuniper SRX or SSR (Session Smart Router)devices serving as WAN Edge nodes. These templates ensure consistent and accurate configurations across a distributed WAN environment while accounting for differences in hardware models and interface types.
According to theJuniper Mist WAN Assurance and SD-WAN Configuration Guide, device-specific templates:
"Automatically generate configuration elements tailored to the hardware platform, including interfaces, ports, and device capabilities." They are part of Mist'scloud-managed SD-WAN automation framework, which combines WAN Assurance and AI-driven insights to manage branch connectivity. The templates simplify provisioning by populating device-level parameters such as:
* Interface naming and mapping based on the device model.
* Hardware-specific configurations like tunnel endpoints, IP addressing, and routing settings.
* Security and performance policies consistent with the organization's SD-WAN design.
OptionsA,C, andDare incorrect because:
* A(WLAN template automation) pertains to wireless network configuration, not WAN edge devices.
* C(traffic inspection) relates to firewall or security policies handled by SRX's UTM features, not templates.
* D(monitoring and attack prevention) falls under Mist's security or analytics capabilities, not the template function.
Therefore, the correct answer isB. To automatically generate configuration elements specific to device models.
References:- Juniper Mist WAN Assurance and SD-WAN Configuration Guide- Juniper Mist Cloud Device Template Management Documentation- Juniper Mist AI-Driven SD-WAN Deployment Overview


NEW QUESTION # 37
When a Juniper Mist managed switch is powered on, which event must be completed prior to the Zero-Touch Provisioning (ZTP) process moving forward?

  • A. A DHCP lease must be obtained by the switch.
  • B. The switch's clock must be synchronized with an NTP server.
  • C. NETCONF must be configured on the switch.
  • D. All user accounts must be configured on the switch.

Answer: A

Explanation:
A DHCP lease must be obtained by the switchbefore the ZTP process proceeds. Juniper documentation clarifies: "Ensure that a DHCP server is reachable. In addition to providing an IP address to the switch, your DHCP server must provide the following information: a default gateway, an NTP server, and a DNS server address..." The initial event in the ZTP workflow is the switch receiving a valid IP address via DHCP. Only after obtaining an address can the switch connect to the Mist cloud and proceed with zero-touch provisioning.
Other requirements, such as user account, NETCONF, or NTP sync, occur later or are handled automatically via cloud policy after onboarding.
Reference:Juniper Mist Wired Assurance Configuration Guide , Cloud-Ready EX and QFX Switches with Mist Manual , Ports to enable on your firewall - Mist.


NEW QUESTION # 38
Which statement about microservices is correct?

  • A. Microservices must share a common database to ensure data integrity.
  • B. Microservices are designed to be dependent on each other to ensure that if one process fails, the remaining processes will not continue to operate.
  • C. Microservices are developed as a suite of applications and rely on developers to deliver updates to the entire suite at once.
  • D. Microservices communicate with each other using APIs.

Answer: D

Explanation:
TheJuniper Mist Cloud platformis built on amicroservices-based architecture, where individual software components perform specific functions and communicate using well-definedApplication Programming Interfaces (APIs).
According to theJuniper Mist Cloud Architecture and Operations Guide:
"Microservices communicate through secure APIs, allowing independent services to interact seamlessly while maintaining modularity and isolation." This architectural design provides major operational benefits, including:
* Independent scalability- each service can scale based on workload demand.
* Fault isolation- failures in one service do not affect others.
* Continuous deployment- updates can be made to one service without impacting the rest of the platform.
Incorrect options:
* B:Juniper Mist microservices are independently updated, not deployed as one suite.
* C:They are independent, not dependent on one another.
* D:Each microservice maintains its own data model; they do not rely on a single shared database.
Thus, the correct answer isA. Microservices communicate with each other using APIs.
References:- Juniper Mist Cloud Architecture and Operations Guide- Juniper Mist Cloud Fundamentals Study Guide- Juniper Mist AI and Microservices Overview


NEW QUESTION # 39
Which Mist supported API is considered data-driven?

  • A. Webhook
  • B. WebSocket
  • C. gRPC
  • D. RESTful

Answer: D


NEW QUESTION # 40
Which two statements correctly describe Mist single sign-on (SSO)? (Choose two.)

  • A. Mist administrative logins can use SSO.
  • B. Guest user access cannot use SSO.
  • C. Guest user access can use SSO.
  • D. Mist administrative logins cannot use SSO.

Answer: A,C

Explanation:
SSO can be implemented for guest user access, allowing them to authenticate through their existing enterprise identity provider (IdP) instead of creating separate accounts for the Mist network.
Mist supports SSO for administrative logins, enabling IT administrators to use their existing corporate credentials (e.g., Active Directory) to access the Mist cloud management platform.


NEW QUESTION # 41
Your organization has a Marvis subscription. You have an issue with an access point (AP) that does not power on. You decide to open a support ticket.
In this scenario, what does Marvis do while you are filling in the details on the New Ticket screen?

  • A. Marvis provides possible solutions to AP power problems from the Juniper Mist documentation.
  • B. Marvis creates the support tickets.
  • C. Marvis sends an e-mail to [email protected] on your behalf.
  • D. Marvis provides links to Internet resources about AP power problems.

Answer: A

Explanation:
When an administrator begins to open asupport ticketwithin theJuniper Mist portal, theMarvis Virtual Network Assistantproactively assists by presenting relevant, AI-driven recommendations and documentation.
According to theJuniper Mist Marvis Virtual Network Assistant Guide, this process is described as:
"While an administrator creates a support case, Marvis automatically searches the Mist knowledge base and presents probable causes and recommended solutions based on the detected issue type." If the issue involves anAP that does not power on, Marvis retrieves contextual data such as PoE status, switch port state, and recent telemetry logs, then providesautomated guidance-for example, checking PoE configurations or cable connectivity.
Thus, while the administrator fills in the "New Ticket" details,Marvis provides potential solutions directly from Juniper Mist's documentation, potentially resolving the issue before a support case is even submitted.
The correct answer isD. Marvis provides possible solutions to AP power problems from the Juniper Mist documentation.
References:- Juniper Mist Marvis Virtual Network Assistant User Guide- Juniper Mist AI Operations and Support Automation Documentation- Juniper Mist Cloud Case Creation and Marvis Integration Overview


NEW QUESTION # 42
Which statement describes Marvis Actions?

  • A. It is a dashboard that details actions taken by the Marvis AI.
  • B. It is a dashboard that lists the actions taken by wireless users.
  • C. It is a dashboard that describes user actions.
  • D. It is a dashboard that highlights actionable items.

Answer: D

Explanation:
Marvis Actions is a component of the Mist AI platform that provides a dashboard highlighting actionable items. This dashboard is designed to offer insights and recommendations based on the analysis performed by Marvis AI.
The focus of Marvis Actions is to present users with clear, actionable steps that can improve network performance, resolve issues, and enhance the overall user experience. By consolidating relevant information and suggested actions, Marvis Actions helps network administrators efficiently address network challenges and optimize operations.


NEW QUESTION # 43
Which statement is correct about the Super User account role?

  • A. You must use the Super User role to add administrators to an organization.
  • B. You must use the Super User role to claim an organization's new AP.
  • C. The Super User role has limited read/write capabilities.
  • D. The Super User role is restricted to the specific sites that are defined when creating the user account.

Answer: A

Explanation:
In theJuniper Mist Cloud platform, user roles define the scope of permissions that determine what administrative functions an individual can perform within an organization. TheSuper Userrole represents the highest level of administrative authoritywithin a Juniper Mist organization and carries full control over both organization-wide and site-specific configurations.
According to theJuniper Mist Cloud Administration and User Management documentation, the Super User role is described as:
"The Super User role provides full read and write access across the entire organization. Only Super Users can manage organization-level settings, add or remove other administrators, and assign privileges to users." This means that only a Super User canadd new administrators, managesubscription entitlements, configure organization-level policies, and performfull lifecycle device management. Unlike site administrators, Super Users are not restricted to specific locations-they have unrestricted visibility and control across all sites within the organization.
Therefore, the correct answer isD, since the Super User role is explicitly required toadd administratorsto an organization and perform top-level management operations.
References:- Juniper Mist Cloud Administration and User Management Guide- Juniper Mist Organization and Role-Based Access Control Documentation- Juniper Mist Cloud Fundamentals and User Roles Study Guide


NEW QUESTION # 44
What is the purpose of assigning roles to switches?

  • A. To configure WLANs
  • B. To manage user accounts
  • C. To assign configurations at scale
  • D. To monitor network traffic

Answer: C

Explanation:
InJuniper Mist Wired Assurance, assigningrolesto switches is a key configuration mechanism for deploying consistent network policies across multiple devices. Switch roles act as logical identifiers that bind devices to specificconfiguration templatesorpolicy profiles, ensuring standardized setup and reducing manual configuration overhead.
According to theJuniper Mist Wired Assurance Configuration and Template Management Guide:
"Switch roles are used to group devices based on function or location and automatically apply predefined configuration templates and policies at scale." This enables administrators to:
* Automatically assign VLANs, port profiles, and policies to multiple switches simultaneously.
* Simplify deployment for large organizations with multiple sites.
* Ensure uniform compliance with enterprise configuration standards.
Roles arenot usedto configure WLANs (wireless function), manage users, or directly monitor traffic - those tasks are handled through other Mist AI services.
Therefore, the correct answer isC. To assign configurations at scale.
References:- Juniper Mist Wired Assurance Configuration and Template Management Guide- Juniper Mist Cloud Administration Guide- Juniper Mist Wired Assurance Operations Documentation


NEW QUESTION # 45
Which two statements about webhooks and APIs are correct? (Choose two.)

  • A. There is an hourly limit to the number of API calls that an organization can have.
  • B. 100% of all Juniper Mist objects are configurable using webhooks.
  • C. Webhooks are a push from Juniper Mist, and APIs are a pull by the client.
  • D. There is an hourly limit to the number of webhooks that an organization can have.

Answer: A,C

Explanation:
In theJuniper Mist Cloud architecture, bothwebhooksandAPIsare key interfaces for automation, integration, and data exchange with third-party systems. While they both facilitate communication between Mist and external applications, they operate inopposite directionsand serve distinct purposes.
According to theJuniper Mist API and Webhook Developer Guide:
* Webhooksarepush-based notificationsinitiated by the Juniper Mist Cloud. When specific events occur (such as device disconnection, client onboarding, or alert generation), Mist sends structured JSON payloads to a preconfigured external URL endpoint.
* APIs(Application Programming Interfaces) arepull-based querieswhere an external client polls the Mist Cloud to retrieve or update data (e.g., inventory, configuration, or metrics).
Additionally, the Mist Cloud enforcesrate limitson API calls to ensure platform stability and fair usage:
"API rate limits are applied on a per-organization basis to prevent excessive polling and to maintain consistent performance." In contrast, webhooks do not have a strict hourly quota because they are event-triggered rather than continuous requests.
Therefore:
* Ais correct - Webhooks push, APIs pull.
* Bis correct - There is an hourly API rate limit per organization.
OptionsCandDare incorrect because webhooks are event-based (not rate-limited hourly) and do not configure Mist objects directly-they only send notifications.
References:- Juniper Mist API and Webhook Developer Documentation- Juniper Mist Cloud Automation and Integration Guide- Juniper Mist Platform Architecture Overview


NEW QUESTION # 46
What are two benefits of Juniper Mist Wired Assurance? (Choose two.)

  • A. Ability to deploy campus fabric architectures in minutes based on intent.
  • B. It is the only way to configure Virtual Chassis settings for Juniper EX switches.
  • C. Support for ZTP.
  • D. Configuration settings for multi-gig access ports that are not available in the Junos CLI.

Answer: A,C

Explanation:
Juniper Mist Wired Assurance provides several benefits aimed at simplifying network management and enhancing performance.
Ability to deploy campus fabric architectures in minutes based on intent: Wired Assurance leverages automation and intent-based networking to quickly deploy and manage complex campus fabric architectures. This feature significantly reduces the time and effort required to set up and maintain such networks.
Support for ZTP (Zero Touch Provisioning): Wired Assurance includes ZTP capabilities, which allow for the automatic provisioning and configuration of switches as soon as they are connected to the network. This reduces the need for manual intervention and speeds up the deployment process. These features are part of a broader suite of tools that Wired Assurance provides to streamline network operations, improve reliability, and enhance visibility into network performance.


NEW QUESTION # 47
You have five clients on the network and 20 minutes of statistics for each client.
In this scenario, how many user minutes does this equal?

  • A. 0
  • B. 1
  • C. 2
  • D. 3

Answer: C

Explanation:
Identify the Scenario: Five clients on the network and 20 minutes of statistics for each client.
Calculation:
User Minutes = 100.
Conclusion:
The total user minutes in this scenario is 100.


NEW QUESTION # 48
A user has reported a network outage. After locating the user, you find that the switch interface facing the user is down but there is no alert in the Mist UI. You want to ensure that in the future, you receive an alert when a switch interface is down. You have already verified that the Critical Switch Port Down alarm is configured and enabled on the Alerts Configuration page.
In this scenario, which action in the Mist UI will satisfy the requirement?

  • A. Navigate to the switch in the Mist UI and modify the Port Configuration to enable the Up/Down Port Alerts setting for the interface.
  • B. Navigate to the switch in the Mist UI and modify the Port Profile configuration to enable Persistent (Sticky) MAC Learning for the Port Profile.
  • C. Enable the Critical Switch Port Up alarm on the Alerts Configuration page.
  • D. Disable the Critical Switch Port Down alarm on the Alerts Configuration page.

Answer: A

Explanation:
To ensure that you receive alerts when a switch interface goes down, you need to enable the Up/Down Port Alerts setting for the specific interface. This setting can be configured by navigating to the switch within the Mist UI and modifying the port configuration. Enabling this setting ensures that any changes in the port status, such as going down, will trigger an alert.
This is critical for proactive network monitoring and to promptly address any connectivity issues.


NEW QUESTION # 49
Your manager asks you to configure all your remote Juniper EX Series switches to use Dynamic Port Configuration.
In this scenario, what are two criteria used for matching connected devices and assigning them their correct port and VLAN? (Choose two.)

  • A. LLDP Chassis ID
  • B. MAC Address
  • C. Serial Number
  • D. IP Address

Answer: A,B

Explanation:
Dynamic Port Configuration (DPC)inJuniper Mist Wired Assuranceallows EX Series switches to automatically assign port profiles, VLANs, and policies to connected devices based on their unique identifiers. This automation simplifies switch management and ensures consistent configurations across distributed networks.
According to theJuniper Mist Wired Assurance Configuration and Dynamic Port Management Guide:
"Dynamic Port Configuration matches connected endpoints using identifiers such as LLDP chassis ID and MAC address to assign the appropriate port profile or VLAN automatically."
* LLDP Chassis ID (C):Identifies the connected device by its LLDP advertisement, often representing a switch, phone, or AP.
* MAC Address (D):Provides unique device identification, ensuring precise port and VLAN assignment even when LLDP data is unavailable.
OptionsA (Serial Number)andB (IP Address)are not used for port configuration matching in DPC because they are not always available at the time of link establishment.
Therefore, the correct answers areC. LLDP Chassis IDandD. MAC Address.
References:- Juniper Mist Wired Assurance Configuration and Dynamic Port Management Guide- Juniper Mist Cloud Operations and Template Management Documentation- Juniper Mist EX Switch Dynamic Port Assignment Overview


NEW QUESTION # 50
Which unit of measurement is used for capacity, coverage, and throughput SLEs?

  • A. signal strength in dBm
  • B. percentage of user minutes
  • C. percentage of channel utilization
  • D. throughput in Mbps

Answer: D

Explanation:
For capacity, coverage, and throughput Service Level Expectations (SLEs) in Mist AI, throughput is measured in Mbps. This unit measures the rate at which data is successfully delivered over the wireless network, providing a clear indication of network performance and user experience. Mist AI tracks these metrics to ensure the network meets the required performance standards.


NEW QUESTION # 51
Which statement describes Juniper Mist Insights in the dashboard?

  • A. It provides a high-level view of the network events that occurred over the last month.
  • B. It provides AI-driven actions that are the most urgent and require priority attention.
  • C. It provides a high-level view of the network experience across an entire site or device types.
  • D. It provides a high-level view of the network events that occurred over the last year.

Answer: C

Explanation:
Juniper Mist Insights in the dashboard provides a high-level view of the network experience across an entire site or device types. According to the official Juniper Mist documentation: "The Mist Insights page provides a quick overview into your clients' network experience for anywhere in the stack, be it Wireless, Wired, or WAN networks. Insights gives an overview of network experience across the entire site, access points, or client devices." This feature enables administrators to analyze overall connection status, traffic patterns, latency, and trends at multiple context levels-for the whole site, for specific devices, or for client segments.
This holistic overview helps identify patterns and assess the health of network operations, empowering proactive management and troubleshooting. Review periods can range from minutes to days, depending on the dashboard section and the organization's licensing.
Reference:Juniper Mist Insights Overview


NEW QUESTION # 52
What are two components of WiFi Management and Assurance? (Choose two.)

  • A. Marvis Actions
  • B. Radio Resource Management
  • C. Dynamic Packet Capture
  • D. wayfinding

Answer: B,C

Explanation:
Dynamic Packet Capture and Radio Resource Management (RRM) are two key components of WiFi Management and Assurance in Juniper Mist. According to official documentation: "Dynamic packet capture allows capturing wireless packets between clients and an access point to diagnose root-cause wireless issues.
For example, when a major issue is detected, such as an authorization failure, packet captures facilitate quick troubleshooting and root-cause analysis." RRM, driven by Mist's AI, proactively analyzes network conditions and client experiences to automatically adjust channel and power settings for optimal performance: "AI- driven RRM uses data science and cumulative SLE performance to learn and optimize radio settings, helping RF planning to continue to improve and adapt in the changing environments..." Marvis Actions is an AI-powered troubleshooting feature, but it is a separate component enabled by the Marvis subscription, not by base WiFi Management and Assurance. Wayfinding is part of the vBLE Engagement or location services.
Reference:Juniper Mist Wi-Fi Assurance | UK&I , Mist Management Guide , Platform Wi-Fi Assurance - NetworkScreen.com


NEW QUESTION # 53
What are the principal types of machine learning for AI agents?

  • A. Supervised, unsupervised, Markov decision process, and Bellman equation
  • B. Supervised, unsupervised, dynamic programming, and Q-learning
  • C. Supervised, unsupervised, reinforcement, and deep learning
  • D. Supervised, unsupervised, clustering, and association rules

Answer: C

Explanation:
In theJuniper Mist AI ecosystem, the intelligence behind Mist's automation and insight generation is driven bymachine learning (ML)andartificial intelligence (AI)models. These models enable Mist AI to identify trends, predict network issues, and automate remediation through theMarvis Virtual Network Assistant (VNA).
According to theJuniper Mist AI and Machine Learning Overview, Mist AI utilizes several core ML paradigms:
"Mist AI leverages supervised, unsupervised, reinforcement, and deep learning models to interpret telemetry data, recognize behavioral patterns, and make predictive adjustments for network optimization."
* Supervised Learning- Uses labeled data for training, allowing Mist AI to identify known issues (e.g., DHCP failures or high latency).
* Unsupervised Learning- Detects anomalies or patterns in unlabeled datasets (e.g., identifying abnormal client behavior).
* Reinforcement Learning- Continuously improves network performance by using feedback from outcomes of previous actions.
* Deep Learning- Employs neural network models for complex pattern recognition and predictive analytics.
These combined learning approaches enable Mist AI to evolve autonomously and maintain accuracy through itsAI efficacy loop.
Therefore, the correct answer isD. Supervised, unsupervised, reinforcement, and deep learning.
References:- Juniper Mist AI and Machine Learning Overview- Juniper Mist AI Cloud Architecture and Predictive Analytics Guide- Juniper Mist Marvis Virtual Network Assistant Technical Documentation


NEW QUESTION # 54
Which two Wi-Fi related SLEs are visible in the Mist UI? (Choose two.)

  • A. Switch Health
  • B. Application Health
  • C. Capacity
  • D. Throughput

Answer: C,D

Explanation:
Wi-Fi Related SLEs in Mist UI:
SLEs (Service Level Expectations) help monitor and ensure Wi-Fi network performance.
Visible SLEs:
Capacity:
Capacity SLE monitors the network's ability to handle the number of connected clients and their bandwidth requirements.
Throughput:
Throughput SLE measures the data transfer rates, ensuring that the network meets the expected performance levels.


NEW QUESTION # 55
Which two protocols does Marvis Minis automatically validate? (Choose two.)

  • A. Dynamic Host Configuration Protocol (DHCP)
  • B. Network Time Protocol (NTP)
  • C. Address Resolution Protocol (ARP)
  • D. Simple Network Management Protocol (SNMP)

Answer: A,C

Explanation:
Marvis Minisis a feature withinMarvis Virtual Network Assistant (VNA)that proactively tests and validates network performance by simulating user connections. Instead of waiting for user complaints, it performssynthetic client transactionsto confirm the functionality of critical network services.
According to theJuniper Mist Marvis Minis Technical OverviewandMarvis AI Operations Guide, Minis validates several network functions automatically, including:
* Dynamic Host Configuration Protocol (DHCP):Ensures clients can obtain IP addresses properly from DHCP servers, validating end-to-end DHCP exchange success and response time.
* Address Resolution Protocol (ARP):Verifies correct IP-to-MAC address resolution, confirming that clients can reach devices on the same subnet and that ARP tables are updated correctly.
Marvis Minis also performs checks onDNS resolution, authentication, and application reachability, but not on SNMP or NTP. Those protocols are used for management and time synchronization, not end-user connectivity validation.
Thus, the correct answers areB (DHCP)andD (ARP).
References:- Juniper Mist Marvis Minis Deployment and Operations Guide- Juniper Mist AI Assurance and Troubleshooting Documentation- Juniper Mist Cloud Synthetic Testing Overview


NEW QUESTION # 56
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