Given the unprecedented pace of digital transformations powered by data, organizations are eager to harness and capture some of the emerging big data trends and applicable insights. The surge is so strong right now that a survey found nine out of ten executives are preparing for it invest in big data and artificial intelligence (AI).
Cross-industry companies innovate across industries on a large scale and demonstrate the power and impact of big data. However, the transformation is not isolated from current and emerging trends, as reported in GlobalData’s last report on big data.
The company’s results, outlined in Big Data – Thematic Research, highlighted the emerging technology trends that are fueling the world of big data and the ongoing implications that they have. GlobalData showcased the leading technological advances and trends that are set to transform the role of big data for today’s businesses.
As certain edge computing use cases involve maintaining data processing and analysis near collection points. The Edge Computing Growth is therefore closely linked to the Internet of Things (IoT). The spread of IoT initiatives for businesses Consumer IoT offerings will drive demand for edge computing solutions.
Reach the race Quantum superiority Google, IBM and Microsoft, along with specialized actors, are well on their way to managing the research fee. AI and machine learning will benefit because quantum computers have the capacity Perform extremely complex calculationswith large amounts of data in a fraction of the time.
Have central processing units (CPUs) Data centers for decades, but currently there is one say global scarcity of Semiconductor chips so they could be adversely affected. Still, new workloads are emerging Technology like AI and the IoT drive CPU architectures to a higher level. Graphics processors (GPUs) can process many threads in parallel, making them ideal for training and modeling large predictive data models.
Data Center Interconnect (DCI)
As more and more data centers around the world go online, there is one growing demand for data be transferred between them in less time. As a result, the DCI market is facing a huge demand for ever faster optical links and transceivers. These data transfer speeds are particularly important at the DCI level, as 70% of all data center traffic is east to west and the volume of data increases dramatically. This therefore has a significant effect on the total volume Data center speed.
An emerging technology – silicon photonics – combines laser and silicon technology on the same chip. It enables the transmission of data between computer chips by optical beams and supports faster connections between data centers. Photonic chip technology is still in beta development and leading brands such as Cisco, Intel and Inphi are leading players in this market.
Companies that have outsourced their servers Cloud infrastructure as a service (IaaS) including Amazon Web Services (AWS) typically pay upfront for the server capacity required to run the process. However, IaaS is quickly being replaced by serverless computing the cloud provider Dynamically manages the allocation of code execution resources. Serverless architectures allow developers to outsource the hardware and focus on developing value-added code.
High performance computing (HPC)
HPC is one of the fastest growing segments of the computer hardware market. China dominates this segment, supporting the AI, space, defense, industrial design, games, and genomics industries. The unveiling of the Sunway TaihuLight System (a leading supercomputer) in 2016 was a real breakthrough. Meanwhile, Huawei, Lenovo and Inspur are aggressively competing with IBM and HPE in enterprise and cloud transaction processing.
A practical by-product of optical interconnection technology are 3D sensors, which, due to issues such as: expanded reality (AR), AI and autonomous vehicles. in the some AR systemsAdvanced 3D sensor cameras use vertical cavity surface emitting laser systems (VCSEL) to track objects and sense 3D depth. This means that leading providers of VCSEL laser systems would see a significant boost in the next year.
Software Defined Networking (SDN)
SDN is a data network architecture that allows software instead of hardware to control the network path through which data packets flow. It is extremely disruptive to businesses because it Fundamentally changes who controls the data trafficand indeed can completely remove physical data centers from the picture.
In the open source software ecosystem, the Operating system containerized software marks a new era. The software has a modular structure and enables applications to be easily moved between different IT infrastructures. The Main advantages of container technology These include significant cost savings, shorter provisioning times, better scalability and flexibility when porting to other infrastructures. Early adopters of container management software included Harbor swarm, Google’s open source Governors, OpenShift from Red Hatand Amazon Blox.
The combination of streaming data and real-time analytics has the Value creation potential for companies. One of the most noticeable trends in bid data will be the instant streaming that it enables businesses to do Gather greater insights at your fingertipsmake faster decisions.
The widespread adoption of 5G in the mainstream has the Potential to increase data consumption worldwide. 5G promises higher speeds and lower latency, with the superpower being able to connect around one million devices per square kilometer. GlobalData estimates that more than a quarter of all traffic will be over 5G by 2024, up from less than 1% in 2019.