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networkinsight · 5 months

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Identity Security

In today's digitized world, where everything from shopping to banking is conducted online, ensuring identity security has become paramount. With cyber threats rising, protecting our personal information from unauthorized access has become more critical than ever. This blog post will delve into identity security, its significance, and practical steps to safeguard your digital footprint.

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Identity security is the measures taken to protect personal information from being accessed, shared, or misused without authorization. It encompasses a range of practices designed to safeguard one's identity, such as securing online accounts, protecting passwords, and practicing safe online browsing habits. Maintaining robust identity security is crucial for several reasons. Firstly, it helps prevent identity theft, which can have severe consequences, including financial loss, damage to one's credit score, and emotional distress. Secondly, identity security safeguards personal privacy by ensuring that sensitive information remains confidential. Lastly, it helps build trust in online platforms and e-commerce, enabling users to transact confidently.

Table of Contents

Identity Security

Back to basics: Identity Security

Example: Identity Security: The Workflow

Starting Zero Trust Identity Management

Challenges to zero trust identity management

Knowledge Check: Multi-factor authentication (MFA)

The Move For Zero Trust Authentication

Considerations for zero trust authentication

The first action is to protect Identities.

Adopting Zero Trust Authentication

Zero trust authentication: Technology with risk-based authentication

Conditional Access

Zero trust authentication: Technology with JIT techniques

Final Notes For Identity Security

Zero Trust Identity: Validate Every Device

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Highlights: Identity Security

Sophisticated Attacks

Identity security has pushed authentication to a new, more secure landscape, reacting to improved technologies and sophisticated attacks. The need for more accessible and secure authentication has led to the wide adoption of zero-trust identity management zero trust authentication technologies like risk-based authentication (RBA), fast identity online (FIDO2), and just-in-time (JIT) techniques.

New Attack Surface

If you examine our identities, applications, and devices, they are in the crosshairs of bad actors, making them probable threat vectors. In addition, we are challenged by the sophistication of our infrastructure, which increases our attack surface and creates gaps in our visibility. Controlling access and the holes created by complexity is the basis of all healthy security. Before we jump into the zero-trust authentication and components needed to adopt zero-trust identity management, let’s start with the basics of identity security.

Related: Before you proceed, you may find the following posts helpful

SASE Model

Zero Trust Security Strategy

Zero Trust Network Design

OpenShift Security Best Practices

Zero Trust Networking

Zero Trust Network

Zero Trust Access

Zero Trust Identity

Key Identity Security Discussion Points:

Introduction to identity security and what is involved.

Highlighting the details of the challenging landscape along with recent trends.

Technical details on how to approach implementing a zero trust identity strategy.

Scenario: Different types of components make up zero trust authentication management.

Details on starting a zero trust identity security project.

Back to basics: Identity Security

In its simplest terms, an identity is an account or a persona that can interact with a system or application. And we can have different types of identities.

Human Identity: Human identities are the most common. These identities could be users, customers, or other stakeholders requiring various access levels to computers, networks, cloud applications, smartphones, routers, servers, controllers, sensors, etc.

Non-Human: Identities are also non-human as operations automate more processes. These types of identities are seen in more recent cloud-native environments. Applications and microservices use these machine identities for API access, communication, and the CI/CD tools.

♦Tips for Ensuring Identity Security:

1. Strong Passwords: Create unique, complex passwords for all your online accounts. Passwords should contain a combination of upper- and lowercase letters, numbers, and special characters. Do not use easily guessable information, such as birthdates or pet names.

2. Two-Factor Authentication (2FA): Enable 2FA whenever possible. This adds an extra layer of security by requiring an additional verification step, such as a temporary code sent to your phone or email.

3. Keep Software Up to Date: Regularly update your operating system, antivirus software, and other applications. These updates often include security patches that address known vulnerabilities.

4. Be Cautious with Personal Information: Be mindful of the information you share online. Avoid posting sensitive details on public platforms or unsecured websites, such as your full address or social security number.

5. Secure Wi-Fi Networks: When connecting to public Wi-Fi networks, ensure they are secure and encrypted. Avoid accessing sensitive information, such as online banking, on public networks.

6. Regularly Monitor Accounts: Keep a close eye on your financial accounts, credit reports, and other online platforms where personal information is stored. Report any suspicious activity immediately.

7. Use Secure Websites: Look for the padlock symbol and “https” in the website address when providing personal information or making online transactions. This indicates that the connection is secure and encrypted.

Example: Identity Security: The Workflow

The concept of identity security is straightforward and follows a standard workflow that can be understood and secured. First, a user logs into their employee desktop and is authenticated as an individual who should have access to this network segment. This is the authentication stage.

They have appropriate permissions assigned so they can navigate to the required assets (such as an application or file servers) and are authorized as someone who should have access to this application. This is the authorization stage.

As they move across the network to carry out their day-to-day duties, all of this movement is logged, and all access information is captured and analyzed for auditing purposes. Anything outside of normal behavior is flagged. Splunk UEBA has good features here.Diagram: Identity security workflow.

Identity Security: Stage of Authentication

Authentication: You need to authenticate every human and non-human identity accurately. After an identity is authenticated to confirm who it is, it only gets a free one for some to access the system with impunity.

Identity Security: Stage of Re-Authentication

Identities should be re-authenticated if the system detects suspicious behavior or before completing tasks and accessing data that is deemed to be highly sensitive. If we have an identity that acts outside of normal baseline behavior, they must re-authenticate.

Identity Security: Stage of Authorization

Then we need to move to the authorization: It’s necessary to authorize the user to ensure they’re allowed access to the asset only when required and only with the permissions they need to do their job. So we have authorized each identity on the network with the proper permissions so they can access what they need and not more.

Identity Security: Stage of Access

Then we look into the Access: Provide access for that identity to authorized assets in a structured manner. How can the appropriate access be given to the person/user/device/bot/script/account and nothing more? Following the practices of zero trust identity management and least privilege. Ideally, access is granted to microsegments instead of significant VLANs based on traditional zone-based networking.

Identity Security: Stage of Audit

Finally, Audit: All identity activity must be audited or accounted for. Auditing allows insight and evidence that Identity Security policies are working as intended. How do you monitor the activities of identities? How do you reconstruct and analyze the actions an identity performed?

An auditing capability ensures visibility into activities performed by an identity, provides context for the identity’s usage and behavior, and enables analytics that identify risk and provide insights to make smarter decisions about access.

Starting Zero Trust Identity Management

Now, we have an identity as the new perimeter compounded by identity being the new target. Any identity is a target. Looking at the modern enterprise landscape, it’s easy to see why. Every employee has multiple identities and uses several devices.

What makes this worse is that security teams’ primary issue is that identity-driven attacks are hard to detect. For example, how do you know if a bad actor or a sys admin uses the privilege controls? As a result, security teams must find a reliable way to monitor suspicious user behavior to determine the signs of compromised identities.

We now have identity sprawl,, which may be acceptable if only one of those identities has user access. However, they don’t, and they most likely have privileged access. All these widen the attack surface by creating additional human and machine identities that can gain privileged access under certain conditions. All of which will establish new pathways for bad actors.

We must adopt a different approach to secure our identities regardless of where they may be. Here, we can look for a zero-trust identity management approach based on identity security. Next, I’d like to discuss your common challenges when adopting identity security.Diagram: Zero trust identity management. The challenges.

Challenges to zero trust identity management

Challenge: Zero trust identity management and privilege credential compromise

Current environments may result in anonymous access to privileged accounts and sensitive information. Unsurprisingly, 80% of breaches start with compromised privilege credentials. If left unsecured, attackers can compromise these valuable secrets and credentials to gain possession of privileged accounts and perform advanced attacks or use them to exfiltrate data.

Challenge: Zero trust identity management and exploiting privileged accounts

So, we have two types of bad actors. First, there are external attackers and malicious insiders that can exploit privileged accounts to orchestrate a variety of attacks. Privileged accounts are used in nearly every cyber attack. With privileged access, bad actors can disable systems, take control of IT infrastructure, and gain access to sensitive data. So, we face several challenges when securing identities, namely protecting, controlling, and monitoring privileged access.

Challenge: Zero trust identity management and lateral movements

Lateral movements will happen. A bad actor has to move throughout the network. They will never land directly on a database or important file server. The initial entry point into the network could be an unsecured IoT device, which does not hold sensitive data. As a result, bad actors need to pivot across the network.

They will laterally move throughout the network with these privileged accounts, looking for high-value targets. They then use their elevated privileges to steal confidential information and exfiltrate data. There are many ways to exfiltrate data, with DNS being a common vector that often goes unmonitored. How do you know a bad actor is moving laterally with admin credentials using admin tools built into standard Windows desktops?

Challenge: Zero trust identity management and distributed attacks

These attacks are distributed, and there will be many dots to connect to understand threats on the network. Could you look at ransomware? Enrolling the malware needs elevated privilege, and it’s better to detect this before the encryption starts. Some ransomware families perform partial encryption quickly. Once encryption starts, it’s game over. You need to detect this early in the kill chain in the detect phase.

The best way to approach zero trust authentication is to know who accesses the data, ensure the users they claim to be, and operate on the trusted endpoint that meets compliance. There are plenty of ways to authenticate to the network; many claim password-based authentication is weak.

The core of identity security is understanding that passwords can be phished; essentially, using a password is sharing. So, we need to add multifactor authentication (MFA). MFA gives a big lift but needs to be done well. You can get breached even if you have an MFA solution in place.

Knowledge Check: Multi-factor authentication (MFA)

More than simple passwords are needed for healthy security. A password is a single authentication factor – anyone with it can use it. No matter how strong it is, keeping information private is useless if lost or stolen. You must use a different secondary authentication factor to secure your data appropriately.

Here’s a quick breakdown:

•Two-factor authentication: This method uses two-factor classes to provide authentication. It is also known as ‘2FA’ and ‘TFA.’

•Multi-factor authentication: use of two or more factor classes to provide authentication. This is also represented as ‘MFA.’

•Two-step verification: This method of authentication involves two independent steps but does not necessarily require two separate factor classes. It is also known as ‘2SV’.

•Strong authentication: authentication beyond simply a password. It may be represented by the usage of ‘security questions’ or layered security like two-factor authentication.

The Move For Zero Trust Authentication

No MFA solution is an island. Every MFA solution is just one part of multiple components, relationships, and dependencies. Each piece is an additional area where an exploitable vulnerability can occur.

Essentially, any component in the MFA’s life cycle, from provisioning to de-provisioning and everything in between, is subject to exploitable vulnerabilities and hacking. And like the proverbial chain, it’s only as strong as its weakest link.

The need for zero trust authentication: Two or More Hacking Methods Used

Many MFA attacks use two or more of the leading hacking methods. Often, social engineering is used to start the attack and get the victim to click on a link or to activate a process, which then uses one of the other methods to accomplish the necessary technical hacking.

For example, a user gets a phishing email directing them to a fake website, which accomplishes a man-in-the-middle (MitM) attack and steals credential secrets. Or physical theft of a hardware token is performed, and then the token is forensically examined to find the stored authentication secrets. MFA hacking requires using two or all of these main hacking methods.

You can’t rely on MFA alone; you must validate privileged users with context-aware Adaptive Multifactor Authentication and secure access to business resources with Single Sign-On. Unfortunately, credential theft remains the No. 1 area of risk. And bad actors are getting better at bypassing MFA using a variety of vectors and techniques.

For example, a bad actor can be tricked into accepting a push notification to their smartphone to grant access in the context of getting admission. You are still acceptable to man-in-the-middle attacks. This is why MFA and IDP vendors introduce risk-based authentication and step-up authentication. These techniques limited the attack surface, which we will talk about soon.

Considerations for zero trust authentication

Think like a bad actor.

By thinking like a bad actor, we can attempt to identify suspicious activity, restrict lateral movement, and contain threats. Try envisioning what you would look for if you were a bad external actor or malicious insider. For example, are you looking to steal sensitive data to sell it to competitors, or are you looking to start Ransomware binaries or use your infrastructure for illicit crypto mining?

Attacks with happen

The harsh reality is that attacks will happen, and you can only partially secure some of their applications and infrastructure wherever they exist. So it’s not a matter of ‘if’ but a concern of “when.” Protection from all the various methods that attackers use is virtually impossible, and there will occasionally be day 0 attacks. So, they will get in eventually; It’s all about what they can do once they are in.Diagram: Zero trust authentication. Key considerations.

The first action is to protect Identities.

Therefore, the very first thing you must do is protect their identities and prioritize what matters most – privileged access. Infrastructure and critical data are only fully protected if privileged accounts, credentials, and secrets are secured and protected.

The bad actor needs privileged access.

We know that about 80% of breaches tied to hacking involve using lost or stolen credentials. Compromised identities are the common denominator in virtually every severe attack. The reason is apparent:

The bad actor needs privileged access to the network infrastructure to steal data. However, without privileged access, an attacker is severely limited in what they can do. Furthermore, without privileged access, they may be unable to pivot from one machine to another. And the chances of landing on a high-value target are doubtful.

The malware requires admin access.

The malware used to pivot and requires admin access to gain persistence; privileged access without vigilant management creates an ever-growing attack surface around privileged accounts.

Adopting Zero Trust Authentication

Zero trust authentication: Technology with Fast Identity Online (FIDO2)

Where can you start identity security with all of this? Firstly, we can look at a zero-trust authentication protocol. We need an authentication protocol that can be phishing-resistant. This is FIDO2, known as Fast Identity Online (FIDO2), built on two protocols that effectively remove any blind protocols. FIDO authentication Fast Identity Online (FIDO) is a challenge-response protocol that uses public-key cryptography. Rather than using certificates, it manages keys automatically and beneath the covers.

The FIDO2 standards

FIDO2 uses two standards. The Client to Authenticator Protocol (CTAP) describes how a browser or operating system establishes a connection to a FIDO authenticator. The WebAuthn protocol is built into browsers and provides an API that JavaScript from a web service can use to register a FIDO key, send a challenge to the authenticator, and receive a response to the challenge.

So there is an application the user wants to go to, and then we have the client that is often the system’s browser, but it can be an application that can speak and understand WebAuthn. FIDO provides a secure and convenient way to authenticate users without using passwords, SMS codes, or TOTP authenticator applications. Modern computers and smartphones and most mainstream browsers understand FIDO natively.

FIDO2 addresses phishing by cryptographically proving that the end-user has a physical position over the authentication. There are two types of authenticators: a local authenticator, such as a USB device, and a roaming authenticator, such as a mobile device. These need to be certified FIDO2 vendors.

The other is a platform authenticator such as Touch ID or Windows Hello. While roaming authenticators are available, for most use cases, platform authenticators are sufficient. This makes FIDO an easy, inexpensive way for people to authenticate. The biggest impediment to its widespread use is that people won’t believe something so easy is secure.

Zero trust authentication: Technology with risk-based authentication

Risk is not a static attribute, and it needs to be re-calculated and re-evaluated so you can make intelligent decisions for step-up and user authentication. We have Cisco DUO that reacts to risk-based signals at the point of authentication.

So, these risk signals are processed in real time to detect signs of known account takeout signals. These signals may include Push Bombs, Push Sprays, and Fatigue attacks. Also, a change of location can signal high risk. Risk-based authentication (RBA) is usually coupled with step-up authentication.

For example, let’s say your employees are under attack. RBA can detect this attack as a stuffing attack and move from a classic authentication approach to a more secure verified PUSH approach than the standard PUSH.

This would add more friction but result in better security, such as adding three to six digital display keys at your location/devices, and you need to enter this key in your application. This eliminates fatigue attacks. This verified PUSH approach can be enabled at an enterprise level or just for a group of users.

Conditional Access

Then, we move towards conditional access, a step beyond authentication. Conditional access goes beyond authentication to examine the context and risk of each access attempt. For example, contextual factors may include consecutive login failures, geo-location, type of user account, or device IP to either grant or deny access. Based on those contextual factors, it may be granted only to specific network segments.

A key point: Risk-based decisions and recommended capabilities

The identity security solution should be configurable to allow SSO access, challenge the user with MFA, or block access based on predefined conditions set by policy. It would help if you looked for a solution that can offer a broad range of shapes, such as IP range, day of the week, time of day, time range, device O/S, browser type, country, and user risk level.

These context-based access policies should be enforceable across users, applications, workstations, mobile devices, servers, network devices, and VPNs. A key question is whether the solution makes risk-based access decisions using a behavior profile calculated for each user.

Zero trust authentication: Technology with JIT techniques

Secure privileged access and manage entitlements. For this reason, many enterprises employ a least privilege approach, where access is restricted to the resources necessary for the end-user to complete their job responsibilities with no extra permission. A standard technology here would be Just in Time (JIT). Implementing JIT ensures that identities have only the appropriate privileges, when necessary, as quickly as possible and for the least time required.

JIT techniques that dynamically elevate rights only when needed are a technology to enforce the least privilege. The solution allows for JIT elevation and access on a “by request” basis for a predefined period, with a full audit of privileged activities. Full administrative rights or application-level access can be granted, time-limited, and revoked.

Final Notes For Identity Security

Zero trust identity management is where we continuously verify users and devices to ensure access, and privileges are granted only when needed. The backbone of zero-trust identity security starts by assuming that any human or machine identity with access to your applications and systems may have been compromised.

The “assume breach” mentality requires vigilance and a Zero Trust approach to security centered on securing identities. With identity security as the backbone of a zero-trust process, teams can focus on identifying, isolating, and stopping threats from compromising identities and gaining privilege before they can harm.Diagram: Identity Security: Final notes.

Zero Trust Authentication

The identity-centric focus of zero trust authentication uses an approach to security to ensure that every person and every device granted access is who and what they say they are. It achieves this authentication by focusing on the following key components:

The network is always assumed to be hostile.

External and internal threats always exist on the network.

Network locality needs to be more sufficient for deciding trust in a network. Just so you know, other contextual factors, as discussed, must be taken into account.

Every device, user, and network flow is authenticated and authorized. All of this must be logged.

Security policies must be dynamic and calculated from as many data sources as possible.

Zero Trust Identity: Validate Every Device

Not just the user

Validate every device. While user verification adds a level of security, more is needed. We must ensure that the devices are authenticated and associated with verified users, not just the users.

Risk-based access

Risk-based access intelligence should reduce the attack surface after a device has been validated and verified as belonging to an authorized user. This allows aspects of the security posture of endpoints, like device location, a device certificate, OS, browser, and time, to be used for further access validation.

Device Validation: Reduce the attack surface

Remember that while device validation helps limit the attack surface, device validation is only as reliable as the endpoint’s security. Antivirus software to secure endpoint devices will only get you so far. We need additional tools and mechanisms that can tighten security even further.

Summary: Identity Security

In today’s interconnected digital world, protecting our identities online has become more critical than ever. From personal information to financial data, our digital identities are vulnerable to various threats. This blog post aimed to shed light on the significance of identity security and provide practical tips to enhance your online safety.

Section 1: Understanding Identity Security

Identity security refers to the measures taken to safeguard personal information and prevent unauthorized access. It encompasses protecting sensitive data such as login credentials, financial details, and personal identification information (PII). By ensuring robust identity security, individuals can mitigate the risks of identity theft, fraud, and privacy breaches.

Section 2: Common Threats to Identity Security

In this section, we’ll explore some of the most prevalent threats to identity security. This includes phishing attacks, malware infections, social engineering, and data breaches. Understanding these threats is crucial for recognizing potential vulnerabilities and taking appropriate preventative measures.

Section 3: Best Practices for Strengthening Identity Security

Now that we’ve highlighted the importance of identity security and identified common threats let’s delve into practical tips to fortify your online presence:

1. Strong and Unique Passwords: Utilize complex passwords that incorporate a combination of letters, numbers, and special characters. Avoid using the same password across multiple platforms.

2. Two-Factor Authentication (2FA): Enable 2FA whenever possible to add an extra layer of security. This typically involves a secondary verification method, such as a code sent to your mobile device.

3. Regular Software Updates: Keep all your devices and applications current. Software updates often include security patches that address known vulnerabilities.

4. Beware of Phishing Attempts: Be cautious of suspicious emails, messages, or calls asking for personal information. Verify the authenticity of requests before sharing sensitive data.

5. Secure Wi-Fi Networks: When connecting to public Wi-Fi networks, use a virtual private network (VPN) to encrypt your internet traffic and protect your data from potential eavesdroppers.

Section 4: The Role of Privacy Settings

Privacy settings play a crucial role in controlling the visibility of your personal information. Platforms and applications often provide various options to customize privacy preferences. Take the time to review and adjust these settings according to your comfort level.

Section 5: Monitoring and Detecting Suspicious Activity

Remaining vigilant is paramount in maintaining identity security. Regularly monitor your financial statements, credit reports, and online accounts for any unusual activity. Promptly report any suspicious incidents to the relevant authorities.

Conclusion:

In an era where digital identities are constantly at risk, prioritizing identity security is non-negotiable. By implementing the best practices outlined in this blogpost, you can significantly enhance your online safety and protect your valuable personal information. Remember, proactive measures and staying informed are key to maintaining a secure digital identity.

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govindhtech · 8 months

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Db2 and AI Integration: A 40-Year Success Story

Evolution of Db2

IBM Db2, released on June 7, 1983, revolutionized data storage, management, processing, and query.

Db2 has had an exciting and transformative 40 years. In 1969, retired IBM Fellow Edgar F. Codd published “A Relational Model of Data for Large Shared Data Banks.” His paper and research inspired Donald D. Chamberlin and Raymond F. Boyce to create SQL.

IBM Db2 V1.1 launched on MVS in 1985 after its 1983 announcement. The “father of Db2,” retired IBM Fellow Don Haderle, saw 1988 as a turning point when DB2 version 2 proved it could handle online transactional processing (OLTP), the lifeblood of business computing. A single database and relational model for transactions and business intelligence were created.

Successful mainframe ports led to OS/2, AIX, Linux, Unix, Windows, and other platforms on IBM and non-IBM hardware. The 1993-born Db2 (LUW) turns 30 in 2023.

Impact of Db2 on IBM

Db2 established IBM as a hardware, software, and services provider. Its early success and IBM WebSphere in the 1990s made it the database system for the 1992 Barcelona, 1996 Atlanta, and 1998 Nagano Olympics. Performance and stability were essential to avoid failures or delays that could affect millions of viewers.

IBM Db2 protecting, performant, and resilient business applications and analytics anywhere is based on decades of data security, scalability, and availability innovation. Forrester’s 2022 Total Economic Impact Report for Data Management highlights Db2 and IBM’s data management portfolio’s impact on customers:

ROI = 241% and payback <6 months.

Benefits PV $3.43M and NPV $2.42M

Customer experience growth of $1.76M, automation-driven productivity gains of $1.20M, and data-driven operational improvements of $473K are three-year benefits.

What is LUW IBM Db2?

IBM Db2 (LUW) is a cloud-native database that powers low-latency transactions and real-time analytics at scale. It offers self-managed and SaaS options. It gives DBAs, enterprise architects, and developers a single engine to run critical apps. It stores and queries anything and speeds decision-making across organizations.

Db2 has given customers’ data management solutions stability and dependability for 30 years. Its robust architecture and proven performance have powered enterprise-level applications and provided uninterrupted data access.

Db2 v11.5 revolutionized data management, allowing organizations to maximize their data.

How Db2, AI, and hybrid cloud interact

IBM AI-infused intelligence Data management is improved by automated insights, self-tuning performance optimization, and predictive analytics in Db2 v11.5. Machine learning algorithms continuously learn and adapt to workload patterns, improving performance and reducing administrative work.

Additionally, robust tooling and integration with popular development frameworks speed up application development and deployment. REST APIs, JSON support, and SQL compatibility help developers build cloud-native apps. Db2 v11.5 is reliable, flexible, and AI-ready.

Db2 Universal Container (Db2u) is a microservices-based containerization technology. Every component is divided into services that run in one or more containers. This architecture improves fault isolation because applications are mostly unaffected by microservice failures. Overall, deployment is easier. Automatic provisioning, scaling, and redundancy. Db2 runs on Red Hat OpenShift, Kubernetes, AWS ROSA & EKS, and Azure ARO & AKS.

Fully managed IBM Db2 database and warehouse services are also available. Fully managed Db2 database SaaS for high-performance transactional workloads. Meanwhile, Db2 Warehouse SaaS is a fully managed elastic cloud data warehouse using columnar technology. Both services scale compute and storage independently, provide high availability, and automate DBA tasks.

Watsonx.data integration

IBM introduced watsonx.data, an open, hybrid, and governed data store for all data, analytics, and AI workloads, at Think. Open data lakehouse architecture integrates commodity Cloud Object Store, open data/table formats, and open-source query engines. Watsonx.data will be fully integrated with Db2 Warehouse, allowing it to access data in Db2 tables using a Db2 connector and cataloging its metastore to share data in open formats like Parquet and Apache Iceberg.

Watsonx.data scales up and down with cost-effective compute and storage and powerful query engines like Presto and Spark. This allows Db2 Warehouse customers to pair the right workload with the right engine based on price and performance to augment workloads and reduce costs. Db2 transactional data can be combined with watsonx.data data for new insights and scaled AI.

Connecting Db2 and z/OS Db2

The world’s most valuable data is still stored on mainframes. The platform can execute 110,000 million instructions per second, or 9.5 trillion per day. Cybercriminals may target the mainframe due to its high-value data, which contains sensitive financial and personal information. Fortunately, IBM Z is one of the most secure platforms. Industry’s first quantum-safe system is IBM z16.

Parallel sysplex and Db2 data sharing are landmarks in database history and technological achievements. The IBM mainframe’s deep software-hardware integration and synergy yields these benefits. Parallel sysplex and Db2 data sharing provide mission-critical workloads with maximum scalability and availability.

Exploring Db2 for z/OS Version 13 innovations

IBM Db2 for z/OS version 13, released May 2022, adds cutting-edge features to strengthen its position as a hybrid cloud foundation for enterprise computing.

In availability, scalability, performance, security, and ease of use, Db2 13 for z/OS improves all critical enterprise database success factors. Synergy with surrounding tools and technology maximizes Db2 13’s value. The latest IBM Z hardware and SQL Data Insights AI technology provide semantic SQL query support for unprecedented business value from data.

New and improved application development tooling, AI infusion for operational efficiency, and IBM Db2 Data Gate complement Db2 13’s new capabilities.

Db2 for z/OS offers enterprise-scale HTAP with its patented consistency and coherency model and heterogeneous scale-out architecture.

More applications, especially mobile computing and the Internet of Things, require the ability to ingest hundreds of thousands of rows per second. Tracking website clicks, mobile network carrier call data, “smart meter” events, and embedded devices can generate huge volumes of transactions with the IoT.

Many consider NoSQL databases necessary for high data ingestion. However, Db2 allows high insert rates without partitioning or sharding the database and queries the data using standard SQL with ACID compliance on the world’s most stable, highly available platform.

Db2 for z/OS switched to continuous delivery in 2016, delivering new features and enhancements through the service stream in weeks (and sometimes days) instead of years. This improves agility while maintaining customer quality, reliability, stability, and security.

Db2 invests in availability, performance, and scalability to handle today’s and tomorrow’s most demanding workloads with a continuous delivery model. This allows millions of inserts per second, trillions of rows per table, and more.

IBM analytics solutions like Cognos, SPSS, QMF, ML for z/OS, IBM Db2 Analytics Accelerator, Data Gate, and others use IBM Db2 for z/OS as their data server. Db2 for z/OS’s value has created “Data Gravity,” prompting organizations to co-locate their applications and analytics solutions with their data. This reduces network and infrastructure latencies, costs, and security risks.

The volume and velocity of transaction workloads, the richness of data in each transaction, and the data in log files are gold mines for machine learning and AI applications to exploit cognitive capabilities and create a more intelligent and secure solution.

The recently released IBM Watson Machine Learning for z/OS uses open-source technology and the latest innovations to make the platform’s perceived complexity transparent to data scientists through the IBM Data Science Experience interface.

#govindhtech #technology #technews #news #tech #ai #dell #saas #sql #nosql

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zoeballs · 2 years

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(PDF Download) Linux Bible - Christopher Negus

Download Or Read PDF Linux Bible - Christopher Negus Free Full Pages Online With Audiobook.

[*] Download PDF Here => Linux Bible

[*] Read PDF Here => Linux Bible

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karonbill · 2 years

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IBM C1000-150 Practice Test Questions

C1000-150 IBM Cloud Pak for Business Automation v21.0.3 Administration is the new exam replacement of the C1000-091 exam. PassQuestion has designed the C1000-150 Practice Test Questions to ensure your one attempt success in the IBM Cloud Pak for Business Automation v21.0.3 Administration Exam. You just need to learn all the IBM C1000-150 exam questions and answers carefully. You will get fully ready to attempt your IBM C1000-150 exam confidently. The best part is that the C1000-150 Practice Test Questions include the authentic and accurate answers that are necessary to learn for clearing the IBM C1000-150 exam.

IBM Cloud Pak for Business Automation v21.0.3 Administration (C1000-150)

The IBM Certified Administrator on IBM Cloud Pak for Business Automation v21.0.3 is an intermediate-level certification for an experienced system administrator who has extensive knowledge and experience of IBM Cloud Pak for Business Automation v21.0.3. This administrator can perform tasks related to Day 1 activities (installation and configuration). The administrator also handles Day 2 management and operation, security, performance, updates (including installation of fix packs and patches), customization, and/or problem determination. This exam does not cover installation of Red Hat OpenShift.

Recommended Skills

Basic concepts of Docker and Kubernetes Ability to write scripts in YAML Working knowledge of Linux Working knowledge of OpenShift command-line interface, web GUI, and monitoring Basic knowledge of Kafka, Elastic Search, Kibana, and HDFS Working knowledge of relational databases and LDAP Basic knowledge of event-driven architecture.

Exam Information

Exam Code: C1000-150 Number of questions: 60 Number of questions to pass: 39 Time allowed: 90 minutes Languages: English Certification: IBM Certified Administrator - IBM Cloud Pak for Business Automation v21.0.3

Exam Sections

Section 1: Planning and Install 26% Section 2: Troubleshooting 27% Section 3: Security 17% Section 4: Resiliency 10% Section 5: Management 20%

View Online IBM Cloud Pak for Business Automation v21.0.3 C1000-150 Free Questions

1. Which statement is true when installing Cloud Pak for Business Automation via the Operator Hub and Form view? A. Ensure the Persistent Volume Claim (PVC) is defined in the namespace. B. Use a login install ID that has at minimum Editor permission. C. The cluster can only be set up using silent mode. D. The secret key for admin.registrykey is automatically generated. Answer: A

2. After installing a starter deployment of the Cloud Pak for Business Automation, which statement is true about using the LDAP user registry? A. Only three users are predefined: cp4admin, user1, and user2, but others can be added manually. B. Predefined users’ passwords can be modified by updating the icp4adeploy-openldap-customldif secret. C. New users can be added by using the route to the openldap pod from an OpenLDAP browser. D. New users can be added by the predefined cp4admin user through the admin console of ZenUI. Answer: B

3. What might cause OpenShift to delete a pod and try to redeploy it again? A. Liveness probe detects an unhealthy state. B. Readiness probe returns a failed state. C. Pod accessed in debug mode. D. Unauthorized access attempted. Answer: A

4. After the root CA is replaced, what is the first item that must be completed in order to reload services? A. Delete the default token. B. Replace helm certificates. C. Delete old certificates. D. Restart related services. Answer: A

5. While not recommended, if other pods are deployed in the same namespace that is used for the Cloud Pak for Business Automation deployment, what default network policy is used? A. deny-all B. allow-all C. allow-same-namespace D. restricted Answer: B

6. What feature of a Kubernetes deployment of CP4BA contributes to high availability? A. Dynamic Clustering through WebSphere B. WebSphere Network Deployment application clustering C. Usage of EJB protocol D. Crashed pod restart managed by Kubernetes kubelet Answer: D

7. How are Business Automation Insights business events processed and stored for dashboards? A. Kafka is responsible for aggregating and storing summary events. B. Flink jobs write data to Elasticsearch. C. Business Automation Insights uses a custom Cloudant database to store events. D. The HDFS datalake serves this purpose. Answer: B

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grrasonlinetraining-blog1 · 4 years

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OpenShift vs Kubernetes | What are the differences? Expert views

OpenShift and Kubernetes are latest and popular container orchestration platforms. Both of them have similar capabilities and engineering which can seldom lead to confusion since Kubernetes online training is specifically an integral part and element of OpenShift.

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redhatlinuxtraining · 2 years

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What is Red Hat OpenShift Administration II?

How do I become a Red Hat Certified Specialist in the OpenShift administration II exam?

In recent times, there is the immense popularity of containers in cloud computing, which offers both effectiveness and flexibility. There have been various container application platforms that have been successful over the past. One of the known and demanding container application platforms is 'Red Hat OpenShift.' Since OpenShift has become considerably popular, there has been a rising demand for Red Hat Certified Specialists in OpenShift Administration.

What is Red Hat OpenShift Administration II?

OpenShift is an application platform that is multi-faced and also open source in nature. Hence, this makes an ideal situation for the developers to get the integrated development environment (IDE). OpenShift primarily helps in the building of docker-based containers and also makes use of Kubernetes for management. Red Hat provides four different models with the same OpenShift code and functionality. The Red Hat Certified Specialist in OpenShift Administration II exam has the accessibility to validate the skills with the OpenShift tutorial. Hence, if you are keen on learning more about the Red Hat certification, then you are at the right place. In this thread, we will provide you with all the intricate details you must know before you appear for the Red Hat Certified Specialist in OpenShift Administration II exam. Steps for Red Hat Certified Specialist in OpenShift Administration II exam As per the preparation guide,

The candidate can take the following steps to ensure that he or she is ready to take the exam and succeed in the same: ● Go for the recommended Red Hat Courses ● Access the learning resources and recommended books ● Enroll online for the training courses ● Make sure to take practice tests. Exam Format The Red Hat Certified Specialist OpenShift administration II exam preparation is incomplete without having a proper glance at the exam format. The exam has only one section, and the total duration of the exam is three hours. The exam questions are performance-based, where the candidate is required to perform a few specific basic tasks on the live systems. Hence, the exam is free from judging how the other individual will complete the task. This certification exam tests the skills and the knowledge of the candidates for both management and configuration of the Red Hat OpenShift Container Platform. The tasks in the exam include both design and management for deploying the Red Hat OpenShift Container Platform. Every task given to the test taker would involve a few objectives, criteria, and test- takers to fulfill those objectives and criteria to score better. There would be a total of 10-15 practical tasks.

The exam focuses on evaluating an individual based on the job-role rather than assessing the Technical skills.

Eligibility for this Exam The Red Hat Certified Specialist OpenShift administration II exam is ideal for a very niche audience. However, whoever is interested in OpenShift is eligible to take the certification exam if they fulfill the eligibility conditions and validate their skills for OpenShift. The Audience For the Exam: 1. The system administrators who have the skillset for OpenShift Container Platform are eligible to appear for the certification exam. 2. The system administrators who have practical experience working in the DevOps environment by using the Red Hat OpenShift Container Platform are eligible to appear for the exam. 3. Any aspiring Red Hat Certified Engineers (RHCE) who want to become a Red Hat Certified Architect (RHCA) are also eligible to apply for the exam. Prerequisites for this exam

One of the Red Hat Certified Specialist OpenShift administration II exam preparation highlights refers to the prerequisites of the exam. Here are the three primary prerequisites of the exam: 1. The first prerequisite for the OpenShift administration II exam is to become an RHCSA (Red Hat Certified System Administrator). One of the common alternatives to the mentioned prerequisite is to have the similar skill set work experience. 2. The second prerequisite for the OpenShift administration II exam is to take the course of Red Hat OpenShift Administration II (DO280). An alternative to this could be fulfill the prerequisite with a similar or likewise experience of working in an OpenShift Container Platform.

3. The exam's final prerequisite is to make sure to review the exam objectives very clearly for EX280. At Amrita Technologies, we empower you to level up your career and become a red hat certified specialist and find lucrative job opportunities in the finest companies.

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codelance · 3 years

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Is there somewhere I can host my Django web app for free?

I can definitely confirm that PythonAnywhere is a great hosting site for any Python app - including Django web sites. It includes easy to use consoles, easy linking to named domains (on a paid account), and a range of different plans.

The recommended deployment method is to clone from GitHub - although I am sure there are other ways to deploy your app to the server if you want.

My experience of the site is that the FAQs and tutorials just work - and everything does what you expect - and when and if you need to contact the help desk the response is great (timely and helpful).

Being honest I tried to use Openshift (from both linux and windows) and I had real problems connecting to to my account reliably, and the response from the helpdesk was worse than useless. When they bothered to reply to my requests for help, they continued to blame my ssh installation - despite the fact I was regularly using ssh to connect with other online services.

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codecraftshop · 1 year

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Introduction to Openshift - Introduction to Openshift online cluster

Introduction to Openshift – Introduction to Openshift online cluster OpenShift is a platform-as-a-service (PaaS) offering from Red Hat. It provides a cloud-like environment for deploying, managing, and scaling applications in a secure and efficient manner. OpenShift uses containers to package and deploy applications, and it provides built-in tools for continuous integration, continuous delivery,…

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abhayji · 3 years

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How I can find best Digital marketing training in Jaipur

Have you chosen to take the course of red cap to become fruitful? It is safe to say that you are searching for the best organization for advanced promoting preparing? Would you like to know which affirmation offered by red cap has the best vocation opportunities for you? Is it true that you are thinking about How I can discover best Digital marketing training in Jaipur?

Questions never appear to end for the individuals who are not kidding about their future and wish to become able to begin their vocation in the field of red cap with their OpenShift Administration test. The foundation that you need to look for as far as turning into the best in advanced advertising ought to be the one which is notable and offers various conceivable outcomes and openings.

Starting your vocation with the best organization is one of the vital factors here to ascend the stepping stool to progress. What's more, since we know about how troublesome how troublesome it tends to be to discover a response to a particularly significant inquiry. Accordingly, this article will assist you with excursion a significant way by giving you the name of the establishment that will help you become the best in advanced promoting via preparing from experts. In this way, on the off chance that you are prepared to open the name of the best, continue to peruse.

Abhay ranjan is the name of the traininer that you ought to select with for your online advanced showcasing course. With the assistance of the preparation by specialists of the field, you will actually want to acquire information and abilities as well as a lot to have the option to expert your meetings. Thus, pick abhayranjan today and completely change you.

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getonebookonline · 3 years

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PDF - KINDLE - EPUB - MOBI Linux Bible Book PDF EPUB

Linux Bible

[PDF] Download Linux Bible Ebook | READ ONLINE

Author : Christopher Negus Publisher : Wiley ISBN : 1119578884 Publication Date : 2020-6-10 Language : eng Pages : 928

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The industry favorite Linux guide Linux Bible, 10th Edition is the ultimate hands-on Linux user guide, whether you're a true beginner or a more advanced user navigating recent changes. this updated tenth edition covers the latest versions of Red Hat Enterprise Linux (RHEL 8), Fedora 30, and Ubuntu 18.04 LTS. It includes information on cloud computing, with new guidance on containerization, Ansible automation, and Kubernetes and OpenShift. With a focus on RHEL 8, this new edition teaches techniques for managing storage, users, and security, while emphasizing simplified administrative techniques with Cockpit. Written by a Red Hat expert, this book provides the clear explanations and step-by-step instructions that demystify Linux and bring the new features seamlessly into your workflow.This useful guide assumes a base of little or no Linux knowledge, and takes you step by step through what you need to know to get the job done.Get Linux up and running quickly Master basic operations and tackle more advanced tasks Get up to date on the recent changes to Linux server system management Bring Linux to the cloud using Openstack and Cloudforms Simplified Linux administration through the Cockpit Web Interface Automated Linux Deployment with Ansible Learn to navigate Linux with Amazon (AWS), Google (GCE), and Microsofr Azure Cloud services Linux Bible, 10th Edition is the one resource you need, and provides the hands-on training that gets you on track in a flash.

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karonbill · 2 years

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IBM C1000-143 Practice Test Questions

Now you can pass C1000-143 IBM Cloud Pak for Watson AIOps v3.2 Administrator exam with ease. PassQuestion provides you a number of C1000-143 Practice Test Questions, exactly on the pattern of the actual exam. They are not only helpful for the exam candidates to evaluate their level of preparation but also provide them the opportunity to enhance their weaknesses well in time. The C1000-143 Practice Test Questions include the latest questions and answers which help you in clearing all of your doubts of the IBM C1000-143 exam. With the help of the C1000-143 practice test questions, you will be able to feel the real exam scenario and pass your exam successfully on your first attempt.

IBM Cloud Pak for Watson AIOps v3.2 Administrator

An IBM Certified Administrator on IBM Cloud Pak for Watson AIOps v3.2 is a system administrator who has extensive knowledge and experience on IBM Cloud Pak for Watson AIOps v3.2 including AI Manager, Event Manager and Metric Manager. This administrator can perform the intermediate tasks related to planning, sizing, installation, daily management and operation, security, performance, configuration of enhancements (including fix packs and patches), customization and/or problem determination.

Exam Information

Exam Code: C1000-143 Exam Name: IBM Cloud Pak for Watson AIOps v3.2 Administrator Number of questions: 65 Number of questions to pass: 46 Time allowed: 90 minutes Languages: English Price: $200 USD Certification: IBM Certified Administrator - Cloud Pak for Watson AIOps v3.2

Exam Sections

Section 1: IBM Cloud Pak for Watson AIOps Overview 11% Section 2: Install the IBM Cloud Pak for Watson AIOps 17% Section 3: Configuration 30% Section 4: Operate the Platform 22% Section 5: Manage User Access Control 8% Section 6: Troubleshoot 12%

View Online IBM Cloud Pak for Watson AIOps v3.2 Administrator C1000-143 Free Questions

Which collection of key features describes Al Manager? A.Al data tools and connections and Metric Manager B.Al data tools and connections and infrastructure automation C.Al models and Chat Ops D.Network management and service and topology management Answer: C

In Event Manager, which event groupings usually occur within a short time of each other? A.Scope-based B.Seasonal C.Temporal D.Topology Answer: C

When a user logs on to any of the components on a Cloud Pak for Watson AlOps deployed cluster and it is too slow or times out, what can be done to resolve the issue? A.Update the Idap-proxy-config ConfigMap and set the LDAP_RECURSIVE_SEARCH to "false". B.Update the platform-auth-idp ConfigMap and set the LDAP_TIMEOUT to a higher value. C.Update the Idap-proxy-config ConfigMap and set the LDAP_TiMEOUT to a higher value. D.Update the platform-auth-idp ConfigMap and set the LDAP_RECURSIVE_SEARCH to "false" Answer: A

When installing Al manager or Event Manager in an air-gapped environment, which registry must the OpenShift cluster be connected to in order to pull images? A.Docker V2 compatible registry running behind B.quay.io C.Red Hat OpenShift internal registry D.docker.io Answer: C

For Al Manager, which type of ChatOps channel surfaces stories? A.Reactive B.Proactive C.Public D.Private Answer: A

What are two valid Runbook types in Event Manager? A.Partial B.Semi-automated C.Initial D.Fully-automated E.Locked-partial Answer: C, D

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latestquestions2021 · 3 years

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Juniper Cloud Professional (JNCIP-Cloud JN0-610) Exam JN0-610 Practice Test | Killtest 2021

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Which two roles does Contrail Enterprise Multicloud place on IP Fabric devices in a Unicast edge-routed environment? (Choose two.)

A. The spines are Layer 2 VXLAN gateways.

B. The spines are Layer 3 VXLAN gateways.

C. The leaves are Layer 3 VXLAN gateways.

D. The leaves are Layer 2 VXLAN gateways.

Answer: A,B

You are deploying resources within Microsoft Azure integrated with Contrail.

Which set of components must be defined in this scenario?

A. region, VPC, security groups, EC2 instance details

B. region, VNET, security groups, EC2 instance details

C. region, resource group, VPC, security groups, instance details

D. region, resource group, VNET, security groups, instance details

Answer: A

Which statement is correct about Contrail Enterprise Multicloud (CEM)?

A. CEM can only manage network overlay functions.

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D. CEM can only connect to BMS and VM resource workloads.

Answer: B

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A. a resource group

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C. a VNET

D. a vRouter

Answer: A

An OpenShift cluster operator wants to verify the health of the cluster network infrastructure.

In this scenario, which method should the operator use to accomplish this task?

A. Issue the oc get daemonset -n contrail-system command on the master node.

B. Issue the contrail-status command on the master node.

C. Issue the contrail-status command on the infrastructure node.

D. Issue the oc get pods -n contrail-system command on the master node.

Answer: A

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