Focal Points of PCIe 5.0 Interface for Data Center Performance
Download as PPTX, PDF0 likes23 views
The document discusses advancements in PCIe 5.0 and its impact on data center performance, emphasizing the growing role of AI and ML applications requiring new computing architectures. It highlights the shift towards cloud computing, noting a significant increase in cloud-based workloads. Additionally, the document touches on bandwidth demands driven by advanced AI/ML workloads and the PCI-SIG's commitment to enhancing PCIe standards to meet these needs.
Focal Points of PCIe 5.0 Interface for Data Center Performance
- 1. Focal Points of PCIe 5.0 Interface for Data Center Performance *This presentation is the intellectual property of Logic Fruit Technologies . Any plagiarism or misuse is punishable according to Indian Laws. January 2023
- 2. PCIe 5.0: A considerable number of advancements are molding the development of data centers. AI and ML applications are at the heart of our day-to-day exposure to technology, even if it’s implicitly. As indicated by Tractica, Artificial Intelligence (AI) and Machine Learning (ML) markets will grow $118.6 billion by 2025, marking a bright future for industries working in this field. 2
- 3. AI & ML applications With the deployment of next-generation 5G cellular networks worldwide, machine learning and artificial intelligence have begun to acquire ubiquity. As AI workloads, including machine learning and deep learning, generate, move, and process massive amounts of data at real- time speeds, it requires a new generation of computing architectures. 3
- 4. Cloud computing & networking Going above and beyond AI/ML applications, the conventional data center paradigm is advancing because of cloud computing’s continuous move. Being remotely hosted, ubiquitous, and commodified, enterprise workloads are moving to the cloud: 45% were cloud-based in 2017, while over 60% were cloud-based in 2019! and the percentage will keep on increasing. 4
- 5. Serving enhanced bandwidth demands For such advanced AI/ML workloads, parallel processing is needed for enormous datasets requiring heterogeneous computing, which in turn puts a critical demand for bandwidth on the link between CPUs and AI accelerators. A Link? You got that right – it is the PCIe link. 5
- 6. 6 To know more about, Focal Points of the PCIe 5.0 Interface for Data Center Performance see https://www.logic-fruit.com/pcie/pcie-interface-for-data-center-performance/ • Yet, the demand for bandwidth is unquenchable, and 800 GbE reported recently will require another speed overhaul. The PCI-SIG is committed to a 2-year cadence of new generations to advance the standard’s performance in support of that need. • PCI-SIG has also built up a cabled technology called OCuLink to interface PCIe devices, consequently empowering new out-of-the-box processes and storage use cases. Innovations such as these assure PCIe’s importance in computing and storage infrastructure for many more years to come.
- 7. Want to know more? Click on the below button, to learn more about the Focal Points of PCIe 5.0 Interface for Data Center Performance. Learn More TALK TO US TODAY Sales@logic-fruit.com www.logic-fruit.com