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Research & Benchmarks

Research, DemosWhitepapers

Technical deep-dives, product demonstrations, and research on enterprise AI infrastructure.

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Latest Blog Posts
Autonomous Infrastructure Operations on Dell PowerEdge
BlogSeptember 2026

Autonomous Infrastructure Operations on Dell PowerEdge

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What happens when the KV cache skips host memory?
BlogSeptember 2026

What happens when the KV cache skips host memory?

What happens when compression moves to the SSD?
BlogSeptember 2026

What happens when compression moves to the SSD?

Scaling Vision Language Model Inference on Dell PowerEdge R770 with Intel Xeon 6
BlogJune 2026

Scaling Vision Language Model Inference on Dell PowerEdge R770 with Intel Xeon 6

Stop Paying Twice for the Same Tokens: Eliminating the KV Cache Recomputation Tax on the Dell PowerEdge XE9785 with AMD Instinct MI355X, Micron 9550 PRO, and LMCache
BlogJune 2026

Stop Paying Twice for the Same Tokens: Eliminating the KV Cache Recomputation Tax on the Dell PowerEdge XE9785 with AMD Instinct MI355X, Micron 9550 PRO, and LMCache

Secure Vector Ingestion at Enterprise Scale: Accelerating TLS-Protected Embedding Pipelines on Dell PowerEdge R770 with Intel QuickAssist Technology
BlogMay 2026

Secure Vector Ingestion at Enterprise Scale: Accelerating TLS-Protected Embedding Pipelines on Dell PowerEdge R770 with Intel QuickAssist Technology

Eliminate Redundant GPU Compute: How Solidigm D7-PS1010 NVMe KV Cache Offload Delivers 9x Faster AI Inference at 3.6x the Power Efficiency
BlogMarch 2026

Eliminate Redundant GPU Compute: How Solidigm D7-PS1010 NVMe KV Cache Offload Delivers 9x Faster AI Inference at 3.6x the Power Efficiency

Product Demos
Video

Real-time Crowd Analytics for Safer Public Spaces

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Technical Whitepapers
WhitepaperJune 2026

Streamlined Agentic Inference with KV Cache Offload On HPE ProLiant Compute DL380a Gen12 servers powered by Intel Xeon 6 processors

Xeon 6
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WhitepaperMarch 2026

Autonomous Multi-Agent Monitoring, Debugging, and Remediation on Supermicro A+ Platforms with AMD Instinct MI3XX Accelerators

AMD InstinctMI3X
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WhitepaperFebruary 2026

Multi-Agent Risk Analysis and Compliance Monitoring on Dell PowerEdge™ XE9785L Servers Powered By AMD Instinct™ MI355X Accelerators

AMD InstinctMI355XXE9785L
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WhitepaperMarch 2026

AI-Powered Multi-Agent Infrastructure Monitoring for Telecom Networks on Dell PowerEdge XE9785L with AMD Instinct MI355X GPUs

AMD InstinctMI355XXE9785L
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WhitepaperFebruary 2026

Breaking Memory Barriers in Video Analytics: DiskANN Acceleration and KV Cache Offload on Solidigm D7-PS1010 NVMe SSDs

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WhitepaperJanuary 2026

Quantifying the Dell PowerEdge R770AP Server with Intel Xeon 6 Processor Upgrade for High Frequency Trading

Xeon 6
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Solution Briefs
AI Ad Generator: Complete Campaign Production That Never Leaves Your Network
Solution BriefAugust 2026

AI Ad Generator: Complete Campaign Production That Never Leaves Your Network

Fleet Ops: Real-Time Fleet Safety Intelligence That Runs On Premise
Solution BriefAugust 2026

Fleet Ops: Real-Time Fleet Safety Intelligence That Runs On Premise

Smart City Public Safety: Real-Time Crowd Intelligence That Never Leaves the City
Solution BriefAugust 2026

Smart City Public Safety: Real-Time Crowd Intelligence That Never Leaves the City

Virtual Try-On: Photorealistic Fitting-Room Intelligence That Never Leaves the Store
Solution BriefAugust 2026

Virtual Try-On: Photorealistic Fitting-Room Intelligence That Never Leaves the Store

Visual Quality Inspection: Real-Time PCB Defect Detection That Never Leaves the Plant
Solution BriefAugust 2026

Visual Quality Inspection: Real-Time PCB Defect Detection That Never Leaves the Plant

Work Instruction Generator: State-Aware Manufacturing Intelligence That Never Leaves the Plant
Solution BriefAugust 2026

Work Instruction Generator: State-Aware Manufacturing Intelligence That Never Leaves the Plant