400G Ethernet Manufacturers and Vendors

New data-intensive applications have led to a dramatic increase in network traffic, raising the demand for higher processing speeds, lower latency, and greater storage capacity. These require higher network bandwidth, up to 400G or higher. Therefore, the 400G market is currently growing rapidly. Many organizations join the ranks of 400G equipment vendors early, and are already reaping the benefits. This article will take you through 400G Ethernet market trend and some global 400G equipment vendors.

The 400G Era

The emergence of new services, such as 4K VR, Internet of Things (IoT), and cloud computing, raises connected devices and internet users. According to an IEEE report, they forecast that “device connections will grow from 18 billion in 2017 to 28.5 billion devices by 2022.” And the number of internet users will soar “from 3.4 billion in 2017 to 4.8 billion in 2022.” Hence, network traffic is exploding. Indeed, the average annual growth rate of network traffic remains at a high level of 26%.

Annual Growth of Network Traffic
Annual Growth of Network Traffic

Facing the rapid growth of network traffic, 100GE/200GE ports are unable to meet the demand for network connectivity from a large number of customers. Many organizations and enterprises, especially hyperscale data centers and cloud operators, are aggressively adopting next-generation 400G network infrastructure to help address workloads. 400G provides the ideal solution for operators to meet high-capacity network requirements, reduce operational costs, and achieve sustainability goals. Due to the good development prospects of 400G market, many IT infrastructure providers are scrambling to layout and join the 400G market competition, launching a variety of 400G products. Dell’Oro group indicates “the ecosystem of 400G technologies, from silicon to optics, is ramping.” Starting in 2021, large-scale deployments will contribute meaningful market. They forecast that 400G shipments will exceed 15 million ports by 2023, and 400G will be widely deployed in all of the largest core networks in the world. In addition, according to GLOBE NEWSWIRE, the global 400G transceiver market is expected to be at $22.6 billion in 2023. 400G Ethernet is about to be deployed at scale, leading to the arrival of the 400G era.

400G Growth

Companies Offering 400G Networking Equipment

Many top companies seized the good opportunity of the fast-growing 400G market, and launched various 400G equipment. Many well-known IT infrastructure providers, which laid out 400G products early on, have become the key players in the 400G market after years of development, such as Cisco, Arista, Juniper, etc.

400G Equipment Vendors
400G Equipment Vendors

Cisco

Cisco foresaw the need for the Internet and its infrastructure at a very early stage, and as a result, has put a stake in the ground that no other company has been able to eclipse. Over the years, Cisco has become a top provider of software and solutions and a dominant player in the highly competitive 25/50/100Gb space. Cisco entered the 400G space with its latest networking hardware and optics as announced on October 31, 2018. Its Nexus switches are Cisco’s most important 400G product. Cisco primarily expects to help customers migrate to 400G Ethernet with solutions including Cisco’s ACI (Application Centric Infrastructure), streamlining operations, Cisco Nexus data networking switches, and Cisco Network Assurance Engine (NAE), amongst others. Cisco has seized the market opportunity and is continuing to grow its sales with its 400G products. Cisco reported second-quarter revenue of $12.7 billion, up 6% year over year, demonstrating the good prospects of 400G Ethernet market.

Arista Networks

Arista Networks, founded in 2008, provides software-driven cloud networking solutions for large data center storage and computing environments. Arista is smaller than rival Cisco, but it has made significant gains in market share and product development during the last several years. Arista announced on October 23, 2018, the release of 400G platforms and optics, presenting its entry into the 400G Ethernet market. Nowadays, Arista focuses on its comprehensive 400G platforms that include various series switches and 400G optical modules for large-scale cloud, leaf and spine, routing transformation, and hyperscale IO intensive applications. The launch of Arista’s diverse 400G switches has also resulted in significant sales and market share growth. According to IDC, Arista networks saw a 27.7 percent full year switch ethernet switch revenue rise in 2021. Arista has put legitimate market share pressure on leader Cisco in the tech sector during the past five years.

Juniper Networks

Juniper is a leading provider of networking products. With the arrival of the 400G era, Juniper offers comprehensive 400G routing and switching platforms: packet transport routers, universal routing platforms, universal metro routers, and switches. Recently, it also introduced 400G coherent pluggable optics to further address 400G data communication needs. Juniper believes that 400G will become the new data rate currency for future builds and is fully prepared for the 400G market competition. And now, Juniper has become the key player in the 400G market.

Huawei Technologies

Huawei, a massive Chinese tech company, is gaining momentum in its data center networking business. Huawei is already in the “challenger” category to the above-mentioned industry leaders—getting closer to the line of “leader” area. On OFC 2018, Huawei officially released its 400G optical network solution for commercial use, joining the ranks of 400G product vendors. Hence, it achieves obvious economic growth. Huawei accounted for 28.7% of the global communication equipment market last year, an increase of 7% year on year. As Huawei’s 400G platforms continue to roll out, related sales are expected to rise further. The broad Chinese market will also further strengthen Huawei’s leading position in the global 400G space.

FS

Founded in 2009, FS is a global high-tech company providing high-speed communication network solutions and services to several industries. Through continuous technology upgrades, professional end-to-end supply chain, and brand partnership with top vendors, FS services customers across 200 countries – with the industry’s most comprehensive and innovative solution portfolio. FS is one of the earliest 400G vendors in the world, with a diverse portfolio of 400G products, including 400G switches, optical transceivers, cables, etc. FS thinks 400G Ethernet is an inevitable trend in the current networking market, and has seized this good opportunity to gain a large number of loyal customers in the 400G market. In the future, FS will continue to provide customers with high-quality and reliable 400G products for the migration to 400G Ethernet.

Getting Started with 400G Ethernet

400G is the next generation of cloud infrastructure, driving next-generation data center networks. Many organizations and enterprises are planning to migrate to 400G. The companies mentioned above have provided 400G solutions for several years, making them a good choice for enterprises. There are also lots of other organizations trying to enter the ranks of 400G manufacturers and vendors, driving the growing prosperity of the 400G market. Remember to take into account your business needs and then choose the right 400G product manufacturer and vendor for your investment or purchase.

Data Center Layout

Data center layout design is a challenging task requiring expertise, time, and effort. However, the data center can accommodate in-house servers and many other IT equipment for years if done properly. When designing such a modest facility for your company or cloud-service providers, doing everything correctly is crucial.

As such, data center designers should develop a thorough data center layout. A data center layout comes in handy during construction as it outlines the best possible placement of physical hardware and other resources in the center.

What Is Included in a Data Center Floor Plan?

The floor plan is an important part of the data center layout. Well-designed floor plan boosts the data centers’ cooling performance, simplifies installation, and reduces energy needs. Unfortunately, most data center floor plans are designed through incremental deployment that doesn’t follow a central plan. A data center floor plan influences the following:

  • The power density of the data center
  • The complexity of power and cooling distribution networks
  • Achievable power density
  • Electrical power usage of the data center

Below are a few tips to consider when designing a data center floor plan:

Balance Density with Capacity

“The more, the better” isn’t an applicable phrase when designing a data center. You should remember the tradeoff between space and power in data centers and consider your options keenly. If you are thinking of a dense server, ensure that you have enough budget. Note that a dense server requires more power and advanced cooling infrastructure. Designing a good floor plan allows you to figure this out beforehand.

Consider Unique Layouts

There is no specific rule that you should use old floor layouts. Your floor design should be based on specific organizational needs. If your company is growing exponentially, your data center needs will keep changing too. As such, old layouts may not be applicable. Browse through multiple layouts and find one that perfectly suits your facility.

Think About the Future

A data center design should be based on specific organizational needs. Therefore, while you may not need to install or replace some equipment yet, you might have to do so after a few years due to changing facility needs. Simply put, your data center should accommodate company needs several years in the future. This will ease expansion.

Floor Planning Sequence

A floor or system planning sequence outlines the flow of activity that transforms the initial idea into an installation plan. The floor planning sequence involves the following five tasks:

Determining IT Parameters

The floor plan begins with a general idea that prompts the company to change or increase its IT capabilities. From the idea, the data center’s capacity, growth plan, and criticality are then determined. Note that these three factors are characteristics of the IT function component of the data center and not the physical infrastructure supporting it. Since the infrastructure is the ultimate outcome of the planning sequence, these parameters guide the development and dictate the data centers’ physical infrastructure requirements.

Developing System Concept

This step uses the IT parameters as a foundation to formulate the general concept of data center physical infrastructure. The main goal is to develop a reference design that embodies the desired capacity, criticality, and scalability that supports future growth plans. However, with the diverse nature of these parameters, more than a thousand physical infrastructure systems can be drawn. Designers should pick a few “good” designs from this library.

Determining User Requirements

User requirements should include organizational needs that are specific to the project. This phase should collect and evaluate organizational needs to determine if they are valid or need some adjustments to avoid problems and reduce costs. User requirements can include key features, prevailing IT constraints, logistical constraints, target capacity, etc.

Generating Specifications

This step takes user requirements and translates them into detailed data center design. Specifications provide a baseline for rules that should be followed in the last step, creating a detailed design. Specifications can be:

  • Standard specifications – these don’t vary from one project to another. They include regulatory compliance, workmanship, best practices, safety, etc.
  • User specifications – define user-specific details of the project.

Generating a Detailed Design

This is the last step of the floor planning sequence that highlights:

  • A detailed list of the components
  • Exact floor plan with racks, including power and cooling systems
  • Clear installation instructions
  • Project schedule

If the complete specifications are clear enough and robust, a detailed design can be automatically drawn. However, this requires input from professional engineers.

Principles of Equipment Layout

Datacenter infrastructure is the core of the entire IT architecture. Unfortunately, despite this importance, more than 70% of network downtime stems from physical layer problems, particularly cabling. Planning an effective data center infrastructure is crucial to the data center’s performance, scalability, and resiliency.

Nonetheless, keep the following principles in mind when designing equipment layout.

Control Airflow Using Hot-aisle/Cold-aisle Rack Layout

The principle of controlling airflow using a hot-aisle/cold-aisle rack layout is well defined in various documents, including the ASHRAE TC9.9 Mission Critical Facilities. This principle aims to maximize the separation of IT equipment exhaust air and fresh intake air by placing cold aisles where intakes are present and hot aisles where exhaust air is released. This reduces the amount of hot air drawn through the equipment’s air intake. Doing this allows data centers to achieve power densities of up to 100%.

Provide Safe and Convenient Access Ways

Besides being a legal requirement, providing safe and convenient access ways around data center equipment is common sense. The effectiveness of a data center depends on how row layouts can double up as aisles and access ways. Therefore, designers should factor in the impact of column locations. A column can take up three or more rack locations if it falls within the row of racks. This can obstruct the aisle and lead to the complete elimination of the row.

Align Equipment With Floor and Ceiling Tile Systems

Floor and ceiling tiling systems also play a role in air distribution systems. The floor grille should align with racks, especially in data centers with raised floor plans. Misaligning floor grids and racks can compromise airflow significantly.

You should also align the ceiling tile grid to the floor grid. As such, you shouldn’t design or install the floor until the equipment layout has been established.

data center

Plan the Layout in Advance

The first stages of deploying data center equipment heavily determine subsequent stages and final equipment installation. Therefore, it is better to plan the entire data center floor layout beforehand.

How to Plan a Server Rack Installation

Server racks should be designed to allow easy and secure access to IT servers and networking devices. Whether you are installing new server racks or thinking of expanding, consider the following:

Rack Location

When choosing a rack for your data center, you should consider its location in the room. It should also leave enough space in the sides, front, rear, and top for easy access and airflow. As a rule of thumb, a server rack should occupy at least six standard floor tiles. Don’t install server racks and cabinets below or close to air conditioners to protect them from water damage in case of leakage.

Rack Layout

Rack density should be considered when determining the rack layout. More free space within server racks allows for more airflow. As such, you can leave enough vertical space between servers and IT devices to boost cooling. Since hot air rises, place heat-sensitive devices, such as UPS batteries, at the bottom of server racks, heavy devices should also be placed at the bottom.

Cable Layout

Well-planned rack layout is more than a work of art. Similarly, an excellent cable layout should leverage cable labeling and management techniques to ease the identification of power and network cables. Cables should have markings at both ends for easy identification. Avoid marking them in the middle. Your cable management system should also have provisions for future additions or removal.

Conclusion

Designing a data center layout is challenging for both small and established IT facilities. Building or upgrading data centers is often perceived to be intimidating and difficult. However, developing a detailed data center layout can ease everything. Remember that small changes in the plan during installation lead to costly consequences downstream.

Article Source: Data Center Layout

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How to Utilize Data Center Space More Effectively?

What is data center space?

Data center space refers to the area of leased space available for servers to be stored in a data facility, including racks, cabinets, private suits, etc. It typically monitors all electrical and mechanical systems 24 hours a day, seven days a week. Nowadays, more and more companies choose data centers with larger space to meet their growing storage requirements.

However, many enterprises today encounter the challenges of limited data center space. One of the reasons is that the advancement of technology increases their demands for larger data center space, but it will cost a lot to build a new data center. Another factor is the underutilization of data center space. According to the research from an energy consortium called The Green Gird, 43 percent of respondents said they had no strategies in place to boost energy efficiency.

Therefore, it is necessary to learn some strategies to optimize the available space of data centers. Here are ten ways to make the best use of data center space.

How to utilize data center space?

  • Combine white space and gray space: Data center white space refers to the space where IT equipment and infrastructure are located, while data center gray space means the space where back-end equipment is located. By consolidating these two types of data center space, enterprises can use some technologies like cloud computing, which can save a large amount of space in data centers.
  • Refresh technologies: To improve data center space efficiency, technologies must be upgraded to minimize power consumption. For instance, new technologies like flywheels can increase the power of the machine, reducing the number of batteries required for the power supply. Besides, replacing the old and inefficient servers with new and energy-efficient servers can improve operational efficiency and reduce power consumption.
  • Use the smaller-diameter cable: Choosing the right cables is also an essential factor that should be considered. Tangled cables may cause cable congestion and then impede airflow. To prevent data center space from that problem, it’s necessary to use cables with smaller diameters, such as FS high-density fiber cables, which are more space-saving. They also allow rack space to be used to accommodate more equipment and reduce the demand for more cable management systems.smaller-diameter cable
  • Try virtualization solutions: According to the U.S. Environmental Protection Agency, most high-capacity servers are utilized at 15% or less, wasting space and power. Using virtualization technologies can reduce the number of new servers required to replace inefficient servers by sharing workloads among multiple servers, which can maximize data center space utilization.
  • Improve architecture efficiency: Data center architecture and the way that hardware is deployed have a vital impact on data center space. Terrible deployment may impede energy efficiency and lead to heating problems. Therefore, when planning a new data center, it is important to consider carefully the current design, future servers, and equipment, and how these devices will integrate with each other.
  • Optimize vertical space: Compared with horizontal data center space, making use of vertical space can increase the capacity and density of the data center without occupying floor space. Traditional racks and cabinets support from 42U to 45U of rack space, while taller racks offer up to 58U of rack space. Besides, it’s more efficient to use the space above the rack to patch the racks and cabinets.vertical space
  • Increase cabinet power density: Server racks and cabinets take up a lot of space, so it’s essential to make the best use of them. By increasing cabinet power density, the requirements for cabinets will be reduced, thus lessening the occupied floor space. Besides, this can also reduce management equipment and increase companies’ return on investment.
  • Use cooling technologies: Cooling accounts for about half of a data center’s entire energy consumption. Since computer room air conditioning (CRAC) and air handling units cannot handle the higher power densities, some companies may use liquid cooling systems, which take up a lot of valuable floor space. Using technologies like hot/cold aisle containment can save data center space to some extent while also maintaining suitable temperatures.

All the methods mentioned above work very well on boosting data center space utilization. The key is to choose a plan that best meets your goals and needs.

Article Source: How to Utilize Data Center Space More Effectively? | FS Community

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Data Center Containment: Types, Benefits & Challenges

Over the past decade, data center containment has experienced a high rate of implementation by many data centers. It can greatly improve the predictability and efficiency of traditional data center cooling systems. This article will elaborate on what data center containment is, common types of it, and their benefits and challenges.

What Is Data Center Containment?

Data center containment is the separation of cold supply air from the hot exhaust air from IT equipment so as to reduce operating cost, optimize power usage effectiveness, and increase cooling capacity. Containment systems enable uniform and stable supply air temperature to the intake of IT equipment and a warmer, drier return air to cooling infrastructure.

Types of Data Center Containment

There are mainly two types of data center containment, hot aisle containment and cold aisle containment.

Hot aisle containment encloses warm exhaust air from IT equipment in data center racks and returns it back to cooling infrastructure. The air from the enclosed hot aisle is returned to cooling equipment via a ceiling plenum or duct work, and then the conditioned air enters the data center via raised floor, computer room air conditioning (CRAC) units, or duct work.

Hot aisle containment

Cold aisle containment encloses cold aisles where cold supply air is delivered to cool IT equipment. So the rest of the data center becomes a hot-air return plenum where the temperature can be high. Physical barriers such as solid metal panels, plastic curtains, or glass are used to allow for proper airflow through cold aisles.

Cold aisle containment

Hot Aisle vs. Cold Aisle

There are mixed views on whether it’s better to contain the hot aisle or the cold aisle. Both containment strategies have their own benefits as well as challenges.

Hot aisle containment benefits

  • The open areas of the data center are cool, so that visitors to the room will not think the IT equipment is not being cooled sufficiently. In addition, it allows for some low density areas to be un-contained if desired.
  • It is generally considered to be more effective. Any leakages that come from raised floor openings in the larger part of the room go into the cold space.
  • With hot aisle containment, low-density network racks and stand-alone equipment like storage cabinets can be situated outside the containment system, and they will not get too hot, because they are able to stay in the lower temperature open areas of the data center.
  • Hot aisle containment typically adjoins the ceiling where fire suppression is installed. With a well-designed space, it will not affect normal operation of a standard grid fire suppression system.

Hot aisle containment challenges

  • It is generally more expensive. A contained path is needed for air to flow from the hot aisle all the way to cooling units. Often a drop ceiling is used as return air plenum.
  • High temperatures in the hot aisle can be undesirable for data center technicians. When they need to access IT equipment and infrastructure, a contained hot aisle can be a very uncomfortable place to work. But this problem can be mitigated using temporary local cooling.

Cold aisle containment benefits

  • It is easy to implement without the need for additional architecture to contain and return exhaust air such as a drop ceiling or air plenum.
  • Cold aisle containment is less expensive to install as it only requires doors at ends of aisles and baffles or roof over the aisle.
  • Cold aisle containment is typically easier to retrofit in an existing data center. This is particularly true for data centers that have overhead obstructions such as existing duct work, lighting and power, and network distribution.

Cold aisle containment challenges

  • When utilizing a cold aisle system, the rest of the data center becomes hot, resulting in high return air temperatures. It also may create operational issues if any non-contained equipment such as low-density storage is installed in the general data center space.
  • The conditioned air that leaks from the openings under equipment like PDUs and raised floor tend to enter air paths that return to cooling units. This reduces the efficiency of the system.
  • In many cases, cold aisles have intermediate ceilings over the aisle. This may affect the overall fire protection and lighting design, especially when added to an existing data center.

How to Choose the Best Containment Option?

Every data center is unique. To find the most suitable option, you have to take into account a number of aspects. The first thing is to evaluate your site and calculate the Cooling Capacity Factor (CCF) of the computer room. Then observe the unique layout and architecture of each computer room to discover conditions that make hot aisle or cold aisle containment preferable. With adequate information and careful consideration, you will be able to choose the best containment option for your data center.

Article Source: Data Center Containment: Types, Benefits & Challenges

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The Chip Shortage: Current Challenges, Predictions, and Potential Solutions

The COVID-19 pandemic caused several companies to shut down, and the implications were reduced production and altered supply chains. In the tech world, where silicon microchips are the heart of everything electronic, raw material shortage became a barrier to new product creation and development.

During the lockdown periods, some essential workers were required to stay home, which meant chip manufacturing was unavailable for several months. By the time lockdown was lifted and the world embraced the new normal, the rising demand for consumer and business electronics was enough to ripple up the supply chain.

Below, we’ve discussed the challenges associated with the current chip shortage, what to expect moving forward, and the possible interventions necessary to overcome the supply chain constraints.

Challenges Caused by the Current Chip Shortage

As technology and rapid innovation sweeps across industries, semiconductor chips have become an essential part of manufacturing – from devices like switches, wireless routers, computers, and automobiles to basic home appliances.

devices

To understand and quantify the impact this chip shortage has caused spanning the industry, we’ll need to look at some of the most affected sectors. Here’s a quick breakdown of how things have unfolded over the last eighteen months.

Automobile Industry

in North America and Europe had slowed or stopped production due to a lack of computer chips. Major automakers like Tesla, Ford, BMW, and General Motors have all been affected. The major implication is that the global automobile industry will manufacture 4 million fewer cars by the end of 2021 than earlier planned, and it will forfeit an average of $110 billion in revenue.

Consumer Electronics

Consumer electronics such as desktop PCs and smartphones rose in demand throughout the pandemic, thanks to the shift to virtual learning among students and the rise in remote working. At the start of the pandemic, several automakers slashed their vehicle production forecasts before abandoning open semiconductor chip orders. And while the consumer electronics industry stepped in and scooped most of those microchips, the supply couldn’t catch up with the demand.

Data Centers

Most chip fabrication companies like Samsung Foundries, Global Foundries, and TSMC prioritized high-margin orders from PC and data center customers during the pandemic. And while this has given data centers a competitive edge, it isn’t to say that data centers haven’t been affected by the global chip shortage.

data center

Some of the components data centers have struggled to source include those needed to put together their data center switching systems. These include BMC chips, capacitors, resistors, circuit boards, etc. Another challenge is the extended lead times due to wafer and substrate shortages, as well as reduced assembly capacity.

LED Lighting

LED backlights common in most display screens are powered by hard-to-find semiconductor chips. The prices of gadgets with LED lighting features are now highly-priced due to the shortage of raw materials and increased market demand. This is expected to continue up to the beginning of 2022.

Renewable Energy- Solar and Turbines

Renewable energy systems, particularly solar and turbines, rely on semiconductors and sensors to operate. The global supply chain constraints have hurt the industry and even forced some energy solutions manufacturers like Enphase Energy to

Semiconductor Trends: What to Expect Moving Forward

In response to the global chip shortage, several component manufacturers have ramped up production to help mitigate the shortages. However, top electronics and semiconductor manufacturers say the crunch will only worsen before it gets better. Most of these industry leaders speculate that the semiconductor shortage could persist into 2023.

Based on the ongoing disruption and supply chain volatility, various analysts in a recent CNBC article and Bloomberg interview echoed their views, and many are convinced that the coming year will be challenging. Here are some of the key takeaways:

Pat Gelsinger, CEO of Intel Corp., noted in April 2021 that the chip shortage would recover after a couple of years.

DigiTimes Report found that Intel and AMD server ICs and data centers have seen their lead times extend to 45 to 66 weeks.

The world’s third-largest EMS and OEM provider, Flex Ltd., expects the global semiconductor shortage to proceed into 2023.

In May 2021, Global Foundries, the fourth-largest contract semiconductor manufacturer, signed a $1.6 billion, 3-year silicon supply deal with AMD, and in late June, it launched its new $4 billion, 300mm-wafer facility in Singapore. Yet, the company says its production capacity will only increase component production earliest in 2023.

TMSC, one of the leading pure-play foundries in the industry, says it won’t meaningfully increase the component output until 2023. However, it’s optimistic that the company will ramp up the fabrication of automotive micro-controllers by 60% by the end of 2021.

From the industry insights above, it’s evident that despite the many efforts that major players put into resolving the global chip shortage, the bottlenecks will probably persist throughout 2022.

Additionally, some industry observers believe that the move by big tech companies such as Amazon, Microsoft, and Google to design their own chips for cloud and data center business could worsen the chip shortage crisis and other problems facing the semiconductor industry.

article, the authors hint that the entry of Microsoft, Amazon, and Google into the chip design market will be a turning point in the industry. These tech giants have the resources to design superior and cost-effective chips of their own, something most chip designers like Intel have in limited proportions.

Since these tech giants will become independent, each will be looking to create component stockpiles to endure long waits and meet production demands between inventory refreshes. Again, this will further worsen the existing chip shortage.

Possible Solutions

To stay ahead of the game, major industry players such as chip designers and manufacturers and the many affected industries have taken several steps to mitigate the impacts of the chip shortage.

For many chip makers, expanding their production capacity has been an obvious response. Other suppliers in certain regions decided to stockpile and limit exports to better respond to market volatility and political pressures.

Similarly, improving the yields or increasing the number of chips manufactured from a silicon wafer is an area that many manufacturers have invested in to boost chip supply by some given margin.

chip manufacturing

Here are the other possible solutions that companies have had to adopt:

Embracing flexibility to accommodate older chip technologies that may not be “state of the art” but are still better than nothing.

Leveraging software solutions such as smart compression and compilation to build efficient AI models to help unlock hardware capabilities.

LED Lighting

The latest global chip shortage has led to severe shocks in the semiconductor supply chain, affecting several industries from automobile, consumer electronics, data centers, LED, and renewables.

Industry thought leaders believe that shortages will persist into 2023 despite the current build-up in mitigation measures. And while full recovery will not be witnessed any time soon, some chip makers are optimistic that they will ramp up fabrication to contain the demand among their automotive customers.

That said, staying ahead of the game is an all-time struggle considering this is an issue affecting every industry player, regardless of size or market position. Expanding production capacity, accommodating older chip technologies, and leveraging software solutions to unlock hardware capabilities are some of the promising solutions.

Added

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Article Source: The Chip Shortage: Current Challenges, Predictions, and Potential Solutions

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