The Problem

• "AI is data-hungry, and current infrastructure is a bottleneck."

• Explosive growth of ML/AI data demands.

• Traditional storage systems are grossly limited in handling massive datasets and high-speed processing are well known. Why pay for Enterprise systems when you need a workhorse for your LLM's?

• You cannot scale to grow your AI/ML environment without buying OEM complete Enterprise solutions just to process LLM's.

• Current solutions, especially with embedded GPU's cost massive amounts of energy and inefficiencies of scale.

• Current OEM solutions are too slow, ( 1.3Million USD for 1 Million IOPS?) too expensive, and too power hungry."

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Our Solution

• Introduce revolutionary hardware and software.

• We've developed a breakthrough technology that achieves 18 million IOPS in a 2U chassis.

• Has already been production ready,  sold and deployed across the world from 2016 to 2022

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• Oscuro the core innovation:

  • 2 FPGA's accelerate data flow to 18 Million IOPS in 2U chassis.

  • Software efficiency minimizes latency like no other solution in the market.

  • Oscuro technologies stacks CAN scale, either storage or Compute and they can do independently.

  • Oscuro systems provide unprecedented speed, efficiency, and scalability for AI workloads."

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Technology Deep Dive

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• Oscuro technology's key features:

  • Hardware Architecture: 2 FPGAs (1 per IOM), HBA's (2 per server)

  • Software Optimization:  Advanced algorithms, data management

  • Container Integration: Container ready with blazing fast speed

• Oscuro target market segments:

  • Large Language Models (LLMs)

  • AI-powered data analytics

  • High-performance computing (HPC)

  • Financial modeling

  • Telecommunications

  • Genomics

  • Cyber

  • Defense

  • FinCen

• OscuroAI key differentiators:

  • Unmatched IOPS performance.

  • Energy efficiency.

  • Cost-effectiveness.

  • Scalability.

  • Reduced Latency.

  • Reduced footprint, cooling, electrical

  • Hot swappable chassis components

  • "We offer a MINIMUM 70x performance improvement over the closest competitor."

•  OscuroAI for ML and AI

  • In the realm of Machine Learning (ML), speed is paramount. Training models on massive datasets, processing real-time data streams, and deploying high-performance inference pipelines all demand lightning-fast infrastructure.

  • OscuroAI, with its revolutionary NVMe-over-Ethernet technology, emerges as the undisputed champion for accelerating ML workloads. By eliminating the bottlenecks of traditional storage systems, Oscuro delivers unparalleled performance, enabling organizations to train models faster, deploy them quicker, and gain a decisive edge in the AI race.

  • Oscuro' s architecture is meticulously engineered to optimize ML workflows. Its controller-less design and direct-attached storage approach minimize latency and maximize throughput. This translates to significantly faster data ingestion, retrieval, and processing, enabling ML models to iterate more rapidly and achieve superior accuracy. Whether it's training complex deep learning models, deploying high-throughput inference pipelines, or analyzing real-time data streams, Oscuro provides the performance foundation needed to unlock the full potential of ML.

  • Beyond raw speed, OscuroAI offers unmatched scalability and flexibility. Its modular design allows for seamless expansion to accommodate growing data volumes and increasing computational demands. This scalability is critical for organizations that are continuously pushing the boundaries of ML, developing increasingly sophisticated models and deploying them across diverse environments.

  • With OscuroAI, businesses can confidently scale their ML infrastructure to meet the ever-evolving needs of their AI initiatives and stay ahead of the curve in the rapidly evolving world of artificial intelligence.

• OscuroAI for Cyber

  • ​Executive Summary: Unleashing the Power of AI and Machine Learning with Accelerated Data Analytics

  • ​In today's data-driven landscape, deriving actionable intelligence from massive datasets is paramount. Splunk Enterprise stands as a powerful platform for real-time data analysis, but its potential is often bottlenecked by traditional IT infrastructure. Oscuro Ai addresses this challenge head-on, delivering a revolutionary solution that accelerates Splunk performance, enabling organizations to fully leverage AI and Machine Learning (ML) capabilities.

  • ​Traditional data center architectures, reliant on NAS, SAN, virtualization, and cloud solutions, struggle to keep pace with the demands of modern data analytics. As datasets and ingest rates explode, these architectures introduce latency and scalability limitations, hindering the performance of Splunk and impeding the development of advanced AI/ML applications.

  • OscuroAi's Splunk Appliances (ASAs) offer a paradigm shift. Leveraging NVMe over Ethernet technology, ASAs create a fabric-based storage network that delivers the performance of direct-attached storage (DAS) at scale. This innovative approach eliminates the bottlenecks inherent in traditional storage controllers, enabling Splunk to achieve unprecedented levels of performance and scalability.

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Key Benefits for AI/ML and Big Data Analytics:

• ​Accelerated Insights:

  • Real-time data ingestion and analysis empower predictive and proactive decision-making, crucial for AI-driven applications.

  • Rapid troubleshooting and issue resolution minimize operational disruptions, ensuring seamless AI/ML workflows.

• Enhanced Data Utilization:

  • Capture and analyze historical and real-time data to identify trends and patterns, fueling the development of sophisticated ML models.

  • Gain deeper insights into customer behavior, enabling personalized AI-powered experiences.

• Unmatched Performance and Scalability:

  • Oscuro Ai's architecture delivers extreme performance, significantly outperforming traditional storage solutions.

  • Linear scalability supports the dynamic growth of AI/ML datasets and processing demands.

  • High resiliency ensures continuous availability for critical AI/ML workloads.

• Cost-Effective Infrastructure:

  • Consolidated storage management and simplified operations reduce capital and operating expenses.

  • Efficient use of high-capacity NVMe SSDs optimizes data center footprint and reduces power consumption. 

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Why Oscuro Ai for Splunk in AI/ML Environments?​

• OscuroAi ASAs provide a 10x improvement in indexing performance and a 100x improvement in search performance compared to traditional Splunk deployments. This translates to faster model training, quicker insights, and more efficient AI/ML workflows.

• ​By eliminating storage controller bottlenecks and leveraging the speed of NVMe-oF, OscuroAi enables Splunk to:

• Process massive datasets with microsecond latency.

• Ingest and index data at unprecedented speeds.

• Perform real-time aggregation for search, analysis, and visualization.

• This enhanced performance is critical for AI/ML applications that rely on rapid data processing and analysis.

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Technological Advantages:​

NVMe over Ethernet (NVMe-oF):

• Minimizes latency and maximizes throughput, enabling the full potential of NVMe SSDs.

• Creates a distributed storage and compute solution (CaptiveSAN) that scales seamlessly.

• Controller-less Architecture:

• Eliminates performance bottlenecks associated with traditional storage controllers.

• Leverages Splunk's built-in data management capabilities.

• Scalable and Resilient Design:

• Supports an unlimited number of indexers and search heads, accommodating petabytes of data.

• Ensures high availability and data protection for critical AI/ML workloads.