This week, we showcased groundbreaking advancements across in-network AI, GPGPU virtualization, edge storage, and post-quantum cryptography (PQC): 🔹 In-Network AI: Distilled DNNs into P4 switches using cascaded LUTs, achieving 93% F1-score for DDoS detection and 96% less memory usage—enabling wirespeed…
Edge storage systems need more than scalability—they need constraint-aware placement. CATER integrates with Apache Ozone to optimize energy, latency, and compliance, reducing active nodes by 23% while meeting 100% of constraints. #EdgeStorage #DataPlacement 🌟 Follow us on LinkedIn! Check…
Apache Ozone excels at scalable storage—but lacks constraint-aware placement. CATER fills the gap, integrating seamlessly to reduce active nodes by 23% while respecting GDPR, hardware, and collocation rules. 🌟 Follow us on LinkedIn! Check the updates from the website:…
Cloud storage optimizes for scalability and availability—edge storage must also handle real-time constraints like GDPR, hardware specs, and data collocation. CATER delivers optimal placement with 23% fewer nodes, proven on Apache Ozone in real-world edge scenarios. 🌟 Follow us on…
Traditional distributed storage systems ignore edge-specific constraints—like data sovereignty, hardware proximity, and privacy. CATER changes that, using integer linear programming and heuristics to place data optimally. Tested on Apache Ozone, it cuts active nodes by 23% while meeting all constraints.…
Edge computing demands dynamic, constraint-aware data placement. CATER, our policy-driven framework, integrates with Apache Ozone to optimize storage while respecting GDPR, hardware compatibility, and collocation restrictions. The result? 23% fewer active nodes and 100% constraint compliance. 🌟 Follow us on…
Discover the practical implementation of CATER, our policy-based data placement framework, integrated with Apache Ozone. This demonstrates how external, loosely-coupled components can enhance existing storage systems to meet the demanding requirements of edge computing.The integration with Apache Ozone involved modifying…
💡 Prototype in action: CATER seamlessly integrates with Apache Ozone, using modular APIs for intelligent node selection. This ensures flexibility across diverse edge environments like smart factories and hospitals.Â
CATER — a policy-based, constraint-aware data placement framework tailored for the edge-cloud continuum. Traditional storage solutions fail to handle the complex demands of edge computing: heterogeneous nodes, GDPR compliance, privacy isolation, and energy-efficient storage. CATER addresses these challenges head-on: ✅…
