Modernize Your IT with Aptly’s Expertly Crafted AI-Ready Infrastructure Solutions
Aptly’s key capabilities include the ability to build out and manage large-scale AI infrastructure and GPU farms. We also support cloud providers with large-scale AI infra management buildout and management.
Moreover, an AI-ready infrastructure is a datacenter stack designed to optimize GPU productivity for AI workloads at any scale. Transitioning to such a stack, whether self-built or via a third-party solution, can modernize traditional IT infrastructure and simplify operations. However, this transformation can encounter challenges, such as a shortage of AI-ready skills. Working with a team skilled in AI is crucial for success, especially when businesses grapple with significant challenges in managing AI workloads.
Aptly excels in providing the necessary technical expertise and AI solutions to build an AI-ready infrastructure. We leverage our expertise working with cutting-edge hardware, including advanced technologies like TPUs and GPUs across various environments – on-premises, cloud, and data centers. As a leading cloud services provider, Aptly is adept at managing this critical hardware and optimizing AI workloads. This paves the way for future AI advancements, including AI-ready edge solutions.
AI Infrastructure Challenges
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Infrastructure Upgrade for AI Workloads: Modernizing IT infrastructure for AI requires enhanced power setups, advanced cooling systems, and integration of high-performance hardware like GPUs and InfiniBand. These upgrades, essential for supporting complex AI applications, require careful integration with existing systems to ensure scalability and efficiency.
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Network and Data Transfer Efficiency: Effective workload distribution among GPUs, efficient data transfer between nodes, and synchronization across multiple GPUs are crucial for maintaining AI infrastructure performance. Advances in network technologies, such as InfiniBand and RDMA Over Converged Ethernet (RoCE), provide higher bandwidth, lower latency, and improved scalability, essential for supporting complex, data-intensive AI applications.
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Optimizing GPU Utilization for AI Workloads: The rapid expansion of AI has exacerbated GPU shortages, leading to operational bottlenecks. Optimizing GPU utilization is essential for controlling costs and ensuring scalability. Services offering advanced GPU orchestration and workload distribution solutions can help maximize efficiency by effectively balancing AI and regular computing tasks.
Aptly’s AI-Ready Infrastructure Services
Explore How Aptly’s Expertise Transforms Your Infrastructure into an AI-Ready Environment
AI on Cloud
Traditional on-premises infrastructure often struggles to keep pace with the expanding requirements of AI. However, the cloud overcomes these challenges by allowing businesses to scale resources as needed, ensuring flawless performance.
Furthermore, leveraging the cloud for AI workloads offers benefits such as improved security, compliance, increased productivity, and cost reduction. Additionally, businesses can further enhance the performance of their AI workloads with GPU-boosted cloud solutions.
AI Cluster Provisioning
Provisioning an AI cluster is a complex process that requires careful planning, expertise in hardware and software integration, and a deep understanding of AI and ML technologies. Aptly’s expert team possesses the skills necessary for this intricate task. Transform your infrastructure with our AI Cluster Provisioning service, which is tailored for AI and ML workloads.
We assess computational needs, configure hardware such as GPUs and TPUs, and establish high-speed networking for efficient communication. Our service ensures your organization receives a powerful computing infrastructure that’s ready for innovation across various industries.
AI Security Solutions
Securing AI infrastructure involves implementing protective measures to safeguard the technology and infrastructure that support AI systems. These measures aim to defend against cyber threats such as hacking, data breaches, and adversarial attacks, which pose significant risks to AI data, algorithms, and models.
To address these challenges, Aptly offers a comprehensive security strategy specifically tailored for AI infrastructure. Our approach includes deploying advanced security solutions, such as machine learning-based threat detection and response.
AI Networking
Networking systems are becoming increasingly complex due to digital transformation, multi-cloud adoption, and evolving cyber threats. This complexity necessitates skilled network operators.
Aptly’s AI Networking solutions enhance both user and IT operator experiences by streamlining operations, boosting productivity, and reducing costs. Through AI-driven automation and proactive insights, Aptly swiftly resolves network issues, preventing costly downtime and ensuring optimal performance.
AI Workloads Monitoring & Optimization
Managing the performance and efficiency of AI workloads can be a significant challenge due to the complexity of AI systems, fluctuating workload demands, and the need for real-time optimization.
Aptly’s AI Workloads Monitoring & Optimization service addresses this challenge by utilizing advanced monitoring tools and optimization techniques. We continuously track the performance of AI workloads in real-time, identify areas for improvement, and optimize resource allocation to maximize efficiency.
AI Infrastructure Solutions
Designing and implementing a robust AI infrastructure poses significant challenges. These include selecting the right hardware accelerators, managing complex computing clusters, and ensuring seamless integration with existing IT environments.
Our AI Infrastructure Solutions offer a comprehensive suite of technologies and services, tailored to empower organizations in building, scaling, and managing robust AI capabilities. From high-performance computing clusters and specialized hardware accelerators to cloud-based AI services and data management solutions, we provide end-to-end support for AI development and deployment.
