How AI, Machine Learning Will Benefit Network Management

5G

Article | September 28, 2023

The third Annual OCP China Day, organized by the Open Compute Project (OCP) Foundation and hosted by Inspur, will be held on July 27, 2021 in Beijing. It marks another step in the right direction to popularizing open computing across the globe. This year is the tenth anniversary of the open compute project and the theme of OCP China Day is “Open compute for a new decade: Decarbonization, Efficiency, Adoption”. Omdia has tracked the open computing market in detail for 5 years and over that period we have seen the end-user base expand and adoption take off. We expect 40% of the servers shipped in 2025 to be developed based on open standard, up from 7% in 2016. This is a very significant number, partularly given that our forecast takes into account large scale adoption at only two or three of the hyperscale cloud service providers. Most of the net new deployments are expected to be at tier-2 cloud, communication service providers and enterprises, including the public or government sector.

Network Infrastructure, Network Management

Article | July 27, 2023

Your patients have grown to trust your expertise and recommendations in matters regarding their healthcare. As the sector transitions into a more digital playing field, uninterrupted network connectivity is more than just a bonus; it’s a necessity. While there are many different challenges to completely integrating your practice into the digital world, internet outages are the costliest. Downtime can be caused by various factors, which can compromise patient safety, the faith your team instills in you, and your practice’s reputation and revenue. However, investing in the means to maintain a resilient network lets you maximize your network uptime to optimize resources. We'll look at four different strategies and their benefits for your infrastructure so you can focus on what you do best: providing healthcare excellence to your patients. Strengthening Network Infrastructure The traditional way of doing things may be great for your remedies and techniques. Still, with a growing number of patients and their contextually relevant demands, your network needs to be able to accommodate many different booking requests, increase user activity on your server, and store sensitive patient information. High-speed internet connections enhance your network performance and let you, your team, and your patients make the most of your uninterrupted uptime. Fiber-optic networks, when combined with load balancing and proper segmentation, can diffuse and direct network traffic efficiency and prevent congestion, which prevents downtime due to overload. Implementing Network Monitoring and Management Tools Much like your patients visit your practice to ensure everything is all right with the current state of their health, your network must also receive the same treatment. Identifying and pre-emptively resolving potential issues and vulnerabilities will prevent much more destructive or expensive problems from occurring. Use real-time tools to monitor your bandwidth usage and gain visibility of potential bottlenecks. Tools that offer risk monitoring deliver alerts about critical events that pose a threat to your business continuity. Your IT team will be better equipped to troubleshoot issues promptly and optimize performance. Conducting Regular Network Assessments and Audits Once you have the proper monitoring tools to manage your network topology better, proactive troubleshooting is a great way to spot-check whether your current solution is working as it should. A network audit is much like proactive troubleshooting; you are looking to see if anything could harm the overall system and catch it before it can develop. When auditing a network, the primary focus should be security measures. If patient and confidential data is not secure, the smooth operations of your business are the least of your worries. When conducting an audit, consulting with a network service provider will help identify issues with your protocols, data encryption, and firewall configuration. Establishing Redundancy and Disaster Recovery Plans Backing up private and confidential data is crucial to ensuring that sensitive information is not lost or exposed. Minimizing network downtime can often be achieved by having backup systems that will keep running in the event of an attack or outage. For example, a dedicated Cloud Access Network, power supplies, and switches will go a long way. When creating an internet contingency plan, outline steps and protocols with your team that you will take in the event of a complete failure, including things such as brand reputation management, customer service, and data loss prevention. Looking Forward As the lines between in-person and digital are blurred, navigating the complexities of implementing a robust network is paramount to your business. Strengthening your infrastructure, integrating redundant systems, and conducting regular audits and assessments with the proper monitoring and management tools will help you maximize uptime usage and minimize network downtime. Although overwhelming, working with a reputable network service provider can help you embrace your network topology to remain competitive.

Data Center Networking

Article | July 5, 2023

5G small cells form the backbone of the modern wireless networks. Learn more about this technology is revolutionizing 5G deployment and enabling various use cases across industries in this article. Contents 1 Introduction to 5G Small Cells for Modern Businesses 2 5G Small Cells: Overview 2.1 Characteristics of 5G Small Cells 2.2 How Small Cells Fit into 5G Architecture 3 Benefits of 5G Small Cells for Businesses 3.1 Improved Coverage and Capacity 3.2 Enhanced Network Performance 3.3 Lower Latency 3.4 Cost-effectiveness 4 Use Cases for 5G Small Cells 4.1 Urban Areas 4.2 Rural Areas 4.3 Indoor Environments 5 Conclusion 1 Introduction to 5G Small Cells for Modern Businesses Small cells are low-power radio access nodes that operate in licensed and unlicensed spectrum bands and are typically deployed in areas with high demand for wireless connectivity. They are a vital component of the 5G wireless network architecture and are designed to complement traditional cell towers, providing improved coverage, network capacity, and faster data speeds. Small cells come in several types, including femtocells, picocells, and microcells, and can be deployed according to the use case. 2 5G Small Cells: Overview 2.1 Characteristics of 5G Small Cells 5G small cells are characterized by small form factors and are designed to be compact and discreet for deployment in various settings, such as urban areas, rural areas, indoor environments, and public spaces. In addition, they consume less power than traditional cell towers, making them more energy-efficient. They also operate on high-frequency bands, which enables them to provide faster data speeds and lower latency than traditional cell towers, which makes small cells essential for 5G. The 5G small cell architecture can be deployed in dense networks, providing better coverage and capacity in areas where traditional cell towers may not be able to reach. Also, a 5G small cell antenna can be configured to provide seamless handoffs between cells, ensuring users have a consistent and uninterrupted wireless experience. These characteristics make them ideal for specific 5G use cases, which will be explored further in the article. 2.2 How Small Cells Fit into 5G Architecture Small cells and 5G evolution are closely linked, and this technology is an ideal solution for future wireless networks. They offer greater capacity, coverage, and flexibility than traditional cell towers, allowing them to meet the demands of an increasingly connected world. By operating on high-frequency bands and being deployed in dense networks, small cells in 5G can provide faster data speeds, lower latency, and better coverage than previous generations of wireless networks. Additionally, their small form factor and flexible deployment options allow for use cases like private 5G networks that revolutionize industries. 3 Benefits of 5G Small Cells for Businesses 5G networks will support a massive increase in connected devices, including smartphones, IoT sensors, and other devices. Small cells are critical for achieving the full potential of 5G networks and the exciting new applications and services they will enable. 3.1 Improved Coverage and Capacity 5G small cells offer improved coverage over traditional cell towers in certain situations, particularly in urban areas. Buildings and other obstacles interfere with wireless signals, so the connection quality decreases in areas with such infrastructure. By deploying small cells closer to users, the network can provide better coverage and capacity in these areas. Small cells can also be deployed indoors, providing better coverage and capacity in buildings and other enclosed spaces. This is important due to poor wireless range, signal interference from walls, and other obstacles. By deploying small cells indoors, the network can provide better coverage and capacity in these areas, improving the overall wireless experience for users. 3.2 Enhanced Network Performance The deployment of small cells enables network densification, which allows several devices to connect to the network simultaneously. This can help reduce network congestion and improve overall network performance, particularly in urban areas. They can also be configured to provide seamless handoffs between cells, ensuring that users have a consistent and uninterrupted wireless experience. This is important because users often move between different areas with different coverage levels and capacities, providing a streamlined experience. 3.3 Lower Latency Small cells are designed to operate on high-frequency bands, which enables them to provide faster data speeds and lower latency than prior generations of wireless networks. This is especially important for applications that require real-time communication, such as virtual reality, autonomous vehicles, and remote surgery. By providing faster data speeds and lower latency, small cells can help enhance these applications' performance, providing a better overall user experience. 3.4 Cost-effectiveness Small cells offer a cost-effective alternative to traditional cell towers, particularly in urban areas with high land and real estate costs. By mounting 5G small cell antennas on existing infrastructure, such as lampposts and buildings, deployment costs can be lowered. Additionally, small cells can be deployed in a modular fashion, allowing for targeted and cost-effective expansion based on the required coverage and capacity. This approach avoids large-scale and expensive deployments of new infrastructure. Moreover, small cells can be powered by low-cost, low-power sources like solar panels or batteries, reducing ongoing operational costs. Furthermore, small cells consume less power than traditional cell towers, resulting in lower energy costs. 4 Use Cases for 5G Small Cells 4.1 Urban Areas As discussed previously, small cell radio antennas in 5G can improve networks in dense urban environments, alleviating network congestion and improving data speeds. In addition, by deploying small cells in areas with high user demand, network operators can provide targeted coverage and capacity improvements to specific areas, ensuring that users have fast and reliable connectivity. 4.2 Rural Areas Small cells can be used to extend coverage to underserved or unserved areas by traditional cell towers. They can fill in coverage gaps, providing reliable connectivity to users in rural areas that may not have access to high-quality wireless services. This will enable use cases such as remote workforces in rural areas, smart agriculture, and distance education and training. 4.3 Indoor Environments Traditional cell towers may not be able to provide reliable connectivity indoors due to physical barriers such as thick walls and ceilings. Small cells can provide targeted coverage and capacity to specific areas, such as conference rooms or shopping malls, where users require high-quality wireless connectivity. In addition to improving range, small cells can help alleviate network congestion and improve data speeds in high-traffic indoor environments. 5 Final Thoughts Small cells are a crucial element in developing and implementing 5G technology. By leveraging a small form factor and high-frequency band usage, small cells facilitate the deployment of 5G networks in a more cost-effective and targeted manner than traditional cell towers. They support a wide range of use cases by providing reliable and high-quality wireless connectivity to a growing number of devices. They will continue to be a critical technology for businesses and organizations seeking to leverage the benefits of 5G technology.

Article | November 11, 2020

In the digital era, data is at the heart of an enterprise. So, managing the data has become the topmost priority of any organization today. As the data volume increases at a 10X rate, this data growth impacts many organizations in the form of the multiplication of in-company heterogeneous storages, remote sites, and cloud storages. This will require moving the data which results in time, infrastructure, and cost constraints. So, the need for a consolidated data management solution arises which uses AI automation to reduce time and infrastructure costs across the data value chain. As enterprises are increasingly standardizing on augmented analytics, it brings together two distinct worlds of data and analytics. This collision enhances interaction and collaboration between the two worlds shaping the associated paradigm in the market i.e. augmented data management. Augmented data management (ADM) utilizes AI/ML to automate manual data management tasks allowing highly skilled technical resources to focus on high-value tasks. According to Gartner, by 2022, data management manual tasks will be reduced by 45% through the addition of machine learning and automated service management.