AI And ML Revolutionizes Customer Experience

These days, it’s almost a truism that the CIO role has transformed from the sometimes pedestrian task of “running IT systems” to guiding the organization’s growth and success amid a burgeoning technology landscape. And increasingly, that success path leads through the customer experience. A CIO must now aggregate people, processes and technology to serve up that defining, five-star customer experience. Highly visible, and under steady pressure to get it right, CIOs are increasingly turning to artificial intelligence (AI) and Machine Learning (ML). Deloitte further validates this in its 2018 Global CIO Survey. Tellingly, Gartner predicts that by 2023, customers will prefer to use speech interfaces to initiate 70% of self-service customer interactions, rising from 40% today. There’s little question that AI and ML will play a pivotal role in improving customer experience and how businesses are digitally transforming. I’ve personally witnessed these trends gaining momentum in customer service and the help desk, from 2011, when I worked in the AI/ML wave taking form at VMware.

Spotlight

Attivo Networks, Inc.

Attivo Networks® is an award-winning leader in deception technology for real-time detection, analysis, and acceleration of incident response to cyber-attacks. The Attivo Threat Matrix™ Deception and Response Platform provides early detection of advanced, stolen credential, ransomware, and phishing attacks that are inside user networks, data centers, clouds, IoT and ICS-SCADA environments.

OTHER ARTICLES
Server Hypervisors

Virtualizing Broadband Networks: Q&A with Tom Cloonan and David Grubb

Article | September 9, 2022

The future of broadband networks is fast, pervasive, reliable, and increasingly, virtual. Dell’Oro predicts that virtual CMTS/CCAP revenue will grow from $90 million in 2019 to $418 million worldwide in 2024. While network virtualization is still in its earliest stages of deployment, many operators have begun building their strategy for virtualizing one or more components of their broadband networks.

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Virtual Desktop Tools

How virtualization helped Dell make a pandemic pivot

Article | August 12, 2022

Danny Cobb, fellow and vice president of engineering for Dell Technologies’ telco systems business, remembers his company cruising into early 2020: Kicking off a new fiscal year with its operating plan in place, supply chain nailed down and factories humming; people coming into the office each day to the usual routine of looking for parking spots and taking laptops down to the cafeteria. Then came March, and the first wave of the Covid-19 pandemic hit U.S. shores. In the course of one weekend, Dell pivoted to having more than 90% of its workforce working from home. That meant a dramatic shift in its network needs and operations – one that was only able to be accomplished so quickly because of virtualized infrastructure.

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VMware, Vsphere, Hyper-V

Scaling Your Business the Easy Way—with SD-WAN as a Service

Article | May 2, 2023

SD-WANs are a critical component of digital transformation. Using software-defined networking (SDN) and virtual network functions (VNF) concepts to build and manage a wide area network (WAN) helps businesses successfully transition their infrastructure to the cloud by securely connecting hybrid multicloud architectures. But SD-WANs can do more than just facilitate a transition to the cloud —they make it faster and less expensive to expand your business.

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Virtual Desktop Tools, Server Hypervisors

Virtual Machine Security Risks and Mitigation in Cloud Computing

Article | April 28, 2023

Analyzing risks and implementing advanced mitigation strategies: Safeguard critical data, fortify defenses, and stay ahead of emerging threats in the dynamic realm of virtual machines in cloud. Contents 1. Introduction 2. 10 Security Risks Associated with Virtual Machines in Cloud Computing 3. Best Practices to Avoid Security Compromise 4. Conclusion 1. Introduction Cloud computing has revolutionized the way businesses operate by providing flexible, scalable, and cost-effective infrastructure for running applications and services. Virtual machines (VMs) are a key component of cloud computing, allowing multiple virtual machines to run on a single physical machine. However, the use of virtual machines in cloud computing introduces new security risks that need to be addressed to ensure the confidentiality, integrity, and availability of data and services. Effective VM security in the cloud requires a comprehensive approach that involves cloud providers and users working together to identify and address potential virtual machine security threats. By implementing these best practices and maintaining a focus on security, cloud computing can provide a secure and reliable platform for businesses to run their applications and services. 2. 10 Security Risks Associated with Virtual Machines in Cloud Computing Denial of Service (DoS) attacks: These are attacks that aim to disrupt the availability of a VM or the entire cloud infrastructure by overwhelming the system with traffic or resource requests. Insecure APIs: Cloud providers often expose APIs that allow users to manage their VMs. If these APIs are not properly secured, attackers can exploit them to gain unauthorized access to VMs or manipulate their configurations. Data leakage: Virtual machines can store sensitive data such as customer information or intellectual property. If not secured, this data can be exposed to unauthorized access or leakage. Shared resources: VMs in cloud environments often share physical resources such as memory, CPU, and network interfaces. If these resources are not isolated, a compromised VM can potentially affect the security and performance of other VMs running on the same physical host. Lack of visibility: Virtual machines in cloud environments can be more difficult to monitor than physical machines. This can make it harder to detect security incidents or anomalous behavior. Insufficient logging and auditing: If cloud providers do not implement appropriate logging and auditing mechanisms, it can be difficult to determine the cause and scope of a security incident. VM escape: This is when an attacker gains access to the hypervisor layer and then escapes into the host operating system or other VMs running on the same physical host. Side-channel attacks: This is when an attacker exploits the physical characteristics of the hardware to gain unauthorized access to a VM. Examples of side-channel attacks include timing attacks, power analysis attacks, and electromagnetic attacks. Malware attacks: VMs can be infected with malware, just like physical machines. Malware can be used to steal data, launch attacks on other VMs or systems, or disrupt the functioning of the VM. Insider threats: Malicious insiders can exploit their access to VMs to steal data, modify configurations, or launch attacks. 3. Best Practices to Avoid Security Compromise To mitigate these risks, there are several virtual machine security guidelines that cloud service providers and users can follow: Keep software up-to-date: Regularly updating software and security patches for virtual machines is crucial in preventing known vulnerabilities from being exploited by hackers. Software updates fix bugs and security flaws that could allow unauthorized access, data breaches, or malware attacks. According to a study, 60% of data breaches are caused by vulnerabilities that were not patched or updated in a timely manner.(Source: Ponemon Institute) Use secure hypervisors: A hypervisor is a software layer that enables multiple virtual machines to run on a single physical server. Secure hypervisors are designed to prevent unauthorized access to virtual machines and protect them from potential security threats. When choosing a hypervisor, it is important to select one that has undergone rigorous testing and meets industry standards for security. In 2018, a group of researchers discovered a new type of attack called "Foreshadow" (also known as L1 Terminal Fault). The attack exploits vulnerabilities in Intel processors and can be used to steal sensitive data from virtual machines running on the same physical host. Secure hypervisors that have implemented hardware-based security features can provide protection against Foreshadow and similar attacks. (Source: Foreshadow) Implement strong access controls: Access control is the practice of restricting access to virtual machines to authorized users. Multi-factor authentication adds an extra layer of security by requiring users to provide more than one type of authentication method before accessing VMs. Strong access controls limit the risk of unauthorized access and can help prevent data breaches. According to a survey, organizations that implemented multi-factor authentication saw a 98% reduction in the risk of phishing-related account breaches. (Source: Duo Security) Monitor VMs for anomalous behavior: Monitoring virtual machines for unusual or unexpected behavior is an essential security practice. This includes monitoring network traffic, processes running on the VM, and other metrics that can help detect potential security incidents. By monitoring VMs, security teams can detect and respond to security threats before they can cause damage. A study found that 90% of organizations that implemented a virtualized environment experienced security benefits, such as improved visibility into security threats and faster incident response times. (Source: VMware) Use Encryption: Encryption is the process of encoding information in such a way that only authorized parties can access it. Encrypting data both in transit and at rest protects it from interception or theft by hackers. This can be achieved using industry-standard encryption protocols and technologies. According to a report by, the average cost of a data breach in 2020 was $3.86 million. The report also found that organizations that implemented encryption had a lower average cost of a data breach compared to those that did not (Source: IBM) Segregate VMs: Segregating virtual machines is the practice of keeping sensitive VMs separate from less sensitive ones. This reduces the risk of lateral movement, which is when a hacker gains access to one VM and uses it as a stepping stone to gain access to other VMs in the same environment. Segregating VMs helps to minimize the risk of data breaches and limit the potential impact of a security incident. A study found that organizations that implemented a virtualized environment without adequate segregation and access controls were more vulnerable to VM security breaches and data loss. (Source: Ponemon Institute) Regularly Back-up VMs: Regularly backing up virtual machines is a critical security practice that can help mitigate the impact of malware attacks, system failures, or other security incidents. Backups should be stored securely and tested regularly to ensure that they can be restored quickly in the event of a security incident. A survey conducted found that 42% of organizations experienced a data loss event in 2020 with the most common cause being accidental deletion by an employee (29%). (Source: Veeam) 4. Conclusion The complexity of cloud environments and the shared responsibility model for security require organizations to adopt a comprehensive security approach that spans multiple infrastructure layers, from the physical to the application layer. The future of virtual machine security concern in cloud computing will require continued innovation and adaptation to new threats and vulnerabilities. As a result, organizations must remain vigilant and proactive in their security efforts, leveraging the latest technologies and best practices to protect their virtual machines, the sensitive data and resources they contain.

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Spotlight

Attivo Networks, Inc.

Attivo Networks® is an award-winning leader in deception technology for real-time detection, analysis, and acceleration of incident response to cyber-attacks. The Attivo Threat Matrix™ Deception and Response Platform provides early detection of advanced, stolen credential, ransomware, and phishing attacks that are inside user networks, data centers, clouds, IoT and ICS-SCADA environments.

Related News

Virtualized Environments

VeriSilicon Unveils the New VC9800 IP for Next Generation Data Centers

Business Wire | January 09, 2024

VeriSilicon today unveiled its latest VC9800 series Video Processor Unit (VPU) IP with enhanced video processing performance to strengthen its presence in the data center applications. The newly launched series IP caters to the advanced requirements of next generation data centers including video transcoding servers, AI servers, virtual cloud desktops, and cloud gaming. The VC9800 series of VPU IP boasts high performance, high throughput, and server-level multi-stream encoding and decoding capabilities. It can handle up to 256 streams and support all mainstream video formats, including the new advanced format VVC. Through Rapid Look Ahead encoding, the VC9800 series IP improves video quality significantly with low memory footprint and encoding latency. With capable of supporting 8K encoding and decoding, it offers enhanced video post-processing and multi-channel encoding at various resolutions, thus achieves an efficient transcoding solution. The VC9800 series of VPU IP can seamlessly interface with Neural Network Processor (NPU) IP, enabling a complete AI-video pipeline. When combined with VeriSilicon’s Graphics Processor Unit (GPU) IP, the subsystem solution is able to deliver enhanced gaming experiences. In addition, the hardware virtualization, super resolution image enhancement, and AI-enabled encoding functions of this series IP also offer effective solutions for virtual cloud desktops. “VeriSilicon’s advanced video transcoding technology continues leading in Data Center domain. We are working closely with global leading customers to develop comprehensive video processing subsystem solutions to meet the requirements of the latest Data Centers,” said Wei-Jin Dai, Executive VP and GM of IP Division of VeriSilicon. “For AI computing, our video post-processing capabilities have been extended to smoothly interact with NPUs, ensuring OpenCV-level accuracy. We’ve also introduced super resolution technology to the video processing subsystem, elevating image quality and ultimately enhancing user experiences for cloud computing and smart display.” About VeriSilicon VeriSilicon is committed to providing customers with platform-based, all-around, one-stop custom silicon services and semiconductor IP licensing services leveraging its in-house semiconductor IP.

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Backup and Disaster Recovery

Minimize the Cost and Downtime of Disaster With Scale Computing's Business Continuity/Disaster Recovery Planning Service

PR Newswire | October 25, 2023

Scale Computing, a market leader in edge computing, virtualization, and hyperconverged solutions, today announced its Business Continuity/Disaster Recovery (BCDR) Planning Service, designed to help organizations establish a comprehensive, regulated plan for responding to unforeseen downtime. The service provides Scale Computing customers and partners with the tools, guidance, and resources to create a playbook for data backup and recovery, enabling businesses to endure a disaster scenario with minimal loss. Scale Computing also recently announced that it is a finalist for the Business Continuity/Disaster Recovery Project of the Year in the 2023 SDC Awards for its work with Austrian managed service provider GiGaNet and its long-time partner the Zillertaler Gletscherbahn group. Voting for the SDC Awards is open at sdcawards.com/vote until November 10th, 2023. Data breaches are one of the biggest and most costly contributors to downtime for businesses. In 2023, the average cost of a data breach globally reached an all-time high of $4.45 million, a 15.3% increase from 2020. Simultaneously, the average length of business disruption following a ransomware attack in the United States reached 24 days last year, up 60% from just two years prior — a significant increase when downtime costs exceed $300,000 per hour for over 90% of mid-sized and large enterprises. For more than half of those businesses, the hourly outage costs range from $1 million to over $5 million. Recovery from an outage adds additional expense from which many enterprises are unable to bounce back. "Disaster can strike at any time, and every organization needs a consistently regulated playbook for how the business will respond — from action plans to recovery plans for bringing online the mission-critical servers businesses depend on," said Jeff Ready, CEO and co-founder, Scale Computing. "Knowing what systems need to be protected, planning for the ability to recover them, and having a full action plan for recovery should be at the forefront of every IT department's agenda, at the beginning of any infrastructure addition. With Scale Computing Platform, the plan for disaster recovery starts before equipment is even put into production, so IT leaders have a plan in place from day one that they can enact to ensure their business stays up and running, with minimal loss, should disaster strike. Our Business Continuity/Disaster Recovery Planning Service enables businesses to proactively classify systems based on their importance and implement a robust action plan, ensuring that our customers' and partners' critical systems are protected, validated, tested, and ready for recovery at any time." Whether a minor data loss or a business-wide shutdown, having a well-defined business continuity strategy is crucial to minimize financial impact, ensure continuous employee productivity, meet compliance and regulatory requirements, decrease liability obligations, reduce downtime, and minimize the risk of negative exposure. Scale Computing's BCDR Planning Service includes planning, deployment, documentation creation, and disaster recovery testing, covering every aspect to keep businesses prepared and resilient. The service is offered to Scale Computing Platform customers, which brings simplicity, high availability, and scalability together to replace existing infrastructure for running virtual machines with an easy-to-manage, fully integrated platform that allows organizations to run applications regardless of hardware requirements. About Scale Computing Scale Computing is a leader in edge computing, virtualization, and hyperconverged solutions. Using patented HyperCore™ technology, Scale Computing Platform automatically identifies, mitigates, and corrects infrastructure problems in real-time, enabling applications to achieve maximum uptime, even when local IT resources and staff are scarce. Edge Computing is the fastest-growing area of IT infrastructure, and industry analysts have named Scale Computing an outperformer and leader in the space, including being named the #1 edge computing vendor by CRN. Scale Computing's products are sold by thousands of value-added resellers, integrators, and service providers worldwide.

Read More

Server Virtualization, VMware

StorMagic Introduces Edge Control Software to Simplify SvSAN Monitoring and Management

Business Wire | October 18, 2023

StorMagic®, solving the world’s edge data problems, today announced the immediate availability of a new Software as a Service (SaaS) tool that allows users to easily monitor and manage all of their SvSAN clusters around the world. StorMagic Edge Control simplifies the process and tools required for day-to-day SvSAN cluster administration. SvSAN customers with multiple locations can significantly reduce the time spent managing their edge sites, whether they are using VMware, Microsoft or KVM hypervisors. “ESG research shows increasing demand for data storage at the edge which fuels an increased need for monitoring solutions that can help address the complexity of storage at the edge,” said Scott Sinclair, practice director at Enterprise Strategy Group. “SvSAN customers can greatly benefit by adding StorMagic Edge Control into their toolkits; the dashboard views and list formats will make centralized data management much easier and more accessible.” Edge Control delivers centralized administration for SvSAN environments of all sizes. Customers can now manage all SvSAN deployments in any location from a single pane of glass. Dashboard and system views provide a fast but comprehensive status of all of their virtual storage appliances (VSAs), allowing them to keep their environment up-to-date more easily and react faster as needed. “StorMagic customers of any size can now manage their entire SvSAN estate, whether it’s one site or thousands of sites around the world,” said Bruce Kornfeld, chief marketing and product officer, StorMagic. “Edge Control is particularly interesting for customers who are considering switching from VMware to Microsoft or Linux KVM because SvSAN and Edge Control are both hypervisor agnostic.” Pricing and Availability Edge Control version 1.0 is available today from StorMagic. SvSAN customers can download and begin using the software immediately, free of charge. About StorMagic StorMagic is solving the world’s edge data problems. We help organizations store, protect and use data at and from the edge. StorMagic’s solutions ensure data is always protected and available, no matter the type or location, to provide value anytime, anywhere. StorMagic’s storage and security products are flexible, robust, easy to use and cost-effective, without sacrificing enterprise-class features, for organizations with one to thousands of sites.

Read More

Virtualized Environments

VeriSilicon Unveils the New VC9800 IP for Next Generation Data Centers

Business Wire | January 09, 2024

VeriSilicon today unveiled its latest VC9800 series Video Processor Unit (VPU) IP with enhanced video processing performance to strengthen its presence in the data center applications. The newly launched series IP caters to the advanced requirements of next generation data centers including video transcoding servers, AI servers, virtual cloud desktops, and cloud gaming. The VC9800 series of VPU IP boasts high performance, high throughput, and server-level multi-stream encoding and decoding capabilities. It can handle up to 256 streams and support all mainstream video formats, including the new advanced format VVC. Through Rapid Look Ahead encoding, the VC9800 series IP improves video quality significantly with low memory footprint and encoding latency. With capable of supporting 8K encoding and decoding, it offers enhanced video post-processing and multi-channel encoding at various resolutions, thus achieves an efficient transcoding solution. The VC9800 series of VPU IP can seamlessly interface with Neural Network Processor (NPU) IP, enabling a complete AI-video pipeline. When combined with VeriSilicon’s Graphics Processor Unit (GPU) IP, the subsystem solution is able to deliver enhanced gaming experiences. In addition, the hardware virtualization, super resolution image enhancement, and AI-enabled encoding functions of this series IP also offer effective solutions for virtual cloud desktops. “VeriSilicon’s advanced video transcoding technology continues leading in Data Center domain. We are working closely with global leading customers to develop comprehensive video processing subsystem solutions to meet the requirements of the latest Data Centers,” said Wei-Jin Dai, Executive VP and GM of IP Division of VeriSilicon. “For AI computing, our video post-processing capabilities have been extended to smoothly interact with NPUs, ensuring OpenCV-level accuracy. We’ve also introduced super resolution technology to the video processing subsystem, elevating image quality and ultimately enhancing user experiences for cloud computing and smart display.” About VeriSilicon VeriSilicon is committed to providing customers with platform-based, all-around, one-stop custom silicon services and semiconductor IP licensing services leveraging its in-house semiconductor IP.

Read More

Backup and Disaster Recovery

Minimize the Cost and Downtime of Disaster With Scale Computing's Business Continuity/Disaster Recovery Planning Service

PR Newswire | October 25, 2023

Scale Computing, a market leader in edge computing, virtualization, and hyperconverged solutions, today announced its Business Continuity/Disaster Recovery (BCDR) Planning Service, designed to help organizations establish a comprehensive, regulated plan for responding to unforeseen downtime. The service provides Scale Computing customers and partners with the tools, guidance, and resources to create a playbook for data backup and recovery, enabling businesses to endure a disaster scenario with minimal loss. Scale Computing also recently announced that it is a finalist for the Business Continuity/Disaster Recovery Project of the Year in the 2023 SDC Awards for its work with Austrian managed service provider GiGaNet and its long-time partner the Zillertaler Gletscherbahn group. Voting for the SDC Awards is open at sdcawards.com/vote until November 10th, 2023. Data breaches are one of the biggest and most costly contributors to downtime for businesses. In 2023, the average cost of a data breach globally reached an all-time high of $4.45 million, a 15.3% increase from 2020. Simultaneously, the average length of business disruption following a ransomware attack in the United States reached 24 days last year, up 60% from just two years prior — a significant increase when downtime costs exceed $300,000 per hour for over 90% of mid-sized and large enterprises. For more than half of those businesses, the hourly outage costs range from $1 million to over $5 million. Recovery from an outage adds additional expense from which many enterprises are unable to bounce back. "Disaster can strike at any time, and every organization needs a consistently regulated playbook for how the business will respond — from action plans to recovery plans for bringing online the mission-critical servers businesses depend on," said Jeff Ready, CEO and co-founder, Scale Computing. "Knowing what systems need to be protected, planning for the ability to recover them, and having a full action plan for recovery should be at the forefront of every IT department's agenda, at the beginning of any infrastructure addition. With Scale Computing Platform, the plan for disaster recovery starts before equipment is even put into production, so IT leaders have a plan in place from day one that they can enact to ensure their business stays up and running, with minimal loss, should disaster strike. Our Business Continuity/Disaster Recovery Planning Service enables businesses to proactively classify systems based on their importance and implement a robust action plan, ensuring that our customers' and partners' critical systems are protected, validated, tested, and ready for recovery at any time." Whether a minor data loss or a business-wide shutdown, having a well-defined business continuity strategy is crucial to minimize financial impact, ensure continuous employee productivity, meet compliance and regulatory requirements, decrease liability obligations, reduce downtime, and minimize the risk of negative exposure. Scale Computing's BCDR Planning Service includes planning, deployment, documentation creation, and disaster recovery testing, covering every aspect to keep businesses prepared and resilient. The service is offered to Scale Computing Platform customers, which brings simplicity, high availability, and scalability together to replace existing infrastructure for running virtual machines with an easy-to-manage, fully integrated platform that allows organizations to run applications regardless of hardware requirements. About Scale Computing Scale Computing is a leader in edge computing, virtualization, and hyperconverged solutions. Using patented HyperCore™ technology, Scale Computing Platform automatically identifies, mitigates, and corrects infrastructure problems in real-time, enabling applications to achieve maximum uptime, even when local IT resources and staff are scarce. Edge Computing is the fastest-growing area of IT infrastructure, and industry analysts have named Scale Computing an outperformer and leader in the space, including being named the #1 edge computing vendor by CRN. Scale Computing's products are sold by thousands of value-added resellers, integrators, and service providers worldwide.

Read More

Server Virtualization, VMware

StorMagic Introduces Edge Control Software to Simplify SvSAN Monitoring and Management

Business Wire | October 18, 2023

StorMagic®, solving the world’s edge data problems, today announced the immediate availability of a new Software as a Service (SaaS) tool that allows users to easily monitor and manage all of their SvSAN clusters around the world. StorMagic Edge Control simplifies the process and tools required for day-to-day SvSAN cluster administration. SvSAN customers with multiple locations can significantly reduce the time spent managing their edge sites, whether they are using VMware, Microsoft or KVM hypervisors. “ESG research shows increasing demand for data storage at the edge which fuels an increased need for monitoring solutions that can help address the complexity of storage at the edge,” said Scott Sinclair, practice director at Enterprise Strategy Group. “SvSAN customers can greatly benefit by adding StorMagic Edge Control into their toolkits; the dashboard views and list formats will make centralized data management much easier and more accessible.” Edge Control delivers centralized administration for SvSAN environments of all sizes. Customers can now manage all SvSAN deployments in any location from a single pane of glass. Dashboard and system views provide a fast but comprehensive status of all of their virtual storage appliances (VSAs), allowing them to keep their environment up-to-date more easily and react faster as needed. “StorMagic customers of any size can now manage their entire SvSAN estate, whether it’s one site or thousands of sites around the world,” said Bruce Kornfeld, chief marketing and product officer, StorMagic. “Edge Control is particularly interesting for customers who are considering switching from VMware to Microsoft or Linux KVM because SvSAN and Edge Control are both hypervisor agnostic.” Pricing and Availability Edge Control version 1.0 is available today from StorMagic. SvSAN customers can download and begin using the software immediately, free of charge. About StorMagic StorMagic is solving the world’s edge data problems. We help organizations store, protect and use data at and from the edge. StorMagic’s solutions ensure data is always protected and available, no matter the type or location, to provide value anytime, anywhere. StorMagic’s storage and security products are flexible, robust, easy to use and cost-effective, without sacrificing enterprise-class features, for organizations with one to thousands of sites.

Read More

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