Project 11b - Hardware Specification v0.1 ## 1. Requirements Annual amount of data: 11 billion QR codes, each 50kb - 200kb. - **Total storage:** 550 TB - 2.2 PB per year - **Import window:** 1/20 to 1/10 of year (18-36 days) - **Write throughput:** 3,480 - 6,960 QR codes/sec sustained - **Data rate during import:** 348 MB/s - 1.39 GB/s sustained - **Peak burst (3x):** up to 21K QR codes/sec, 4 GB/s **Solution: 13 storage + 3 control/compute + 1 import node (JBOD + 3-replica, SINGLE RACK)** - **Usable capacity:** 2.29 PB (covers ALL 11B QR codes at maximum 200KB size) - **Raw capacity:** 6.86 PB (24 × 22TB × 13 storage nodes) - **Aggregate IOPS:** ~1.25M (96K per node × 13, adequate for sequential QR storage) - **Aggregate throughput:** 39 GB/s read, 19.5 GB/s write (exceeds 1.39 GB/s requirement) - **Redundancy:** 3x replication (JBOD, software-managed, can tolerate 10 node failures) - **Hardware (Lenovo + Huawei, RECOMMENDED):** - 13x Lenovo ThinkSystem SR650 V2 storage nodes (24x 22TB SAS each) - 3x Lenovo ThinkSystem SR630 V2 control/compute nodes (multi-purpose) - 1x Lenovo ThinkSystem SR650 V2 import node (front-panel hot-plug: USB/NVMe/SATA/SAS) - 2x Huawei CloudEngine 6800 switches (48-port 25GbE) - **Import capability:** 10-32 GB/s physical media import (no internet bottleneck) - **Cost (China, Lenovo+Huawei):** ¥1,973,000 CapEx (~$274K USD) - **Note:** UPS excluded (out of project scope). Pricing based on Lenovo China and Huawei public pricing. - **Fits in:** Single 42U rack (35U used, 7U for expansion) ## 2. Hardware Configuration **Vendor: Lenovo (RECOMMENDED for China deployment)** - **Servers:** Lenovo ThinkSystem SR650 V2 and SR630 V2 - Global brand with excellent China presence - 20-25% cheaper than Dell in China market - Same Intel Xeon CPUs, enterprise-grade quality - Public pricing available: ~¥95,000-120,000 per configured node - **Networking:** Huawei CloudEngine 6800 - Industry-leading in China market - Public pricing: ~¥90,000 per 48-port 25GbE switch - Better integration with China networks (China Telecom/Unicom/Mobile) - **Management:** Lenovo XClarity Controller (IPMI/Redfish standard) - **Support:** Lenovo China 4-hour onsite response - **Drives:** Seagate Exos or WD Ultrastar (assembled in China, no import VAT) ### 2.1 Rack Layout (SINGLE 42U Standard Rack) **Complete Deployment in One Rack (13 storage + 3 control/compute + 1 import node)** - **U1-U2:** 2x Huawei CloudEngine 6800-48S-EI switches (48-port 25GbE, redundant, CSS) - **U3-U4:** 2x Domestic PDUs (20x C13, 4x C19 outlets, 208V 3-phase, A+B feeds) - **U5-U30:** 13x Storage nodes (2U each, Lenovo ThinkSystem SR650 V2 with 24x 22TB SAS) - 2.29 PB usable (covers all 11B QR codes at max 200KB size) - **U31-U33:** 3x Control/Compute nodes (1U each, Lenovo ThinkSystem SR630 V2, multi-purpose) - Runs: Ingestion workers, API servers, load balancers, control plane - All services on all 3 nodes for redundancy - **U34-U35:** 1x Import node (2U, Lenovo ThinkSystem SR650 V2, front-panel hot-plug for physical media) - USB 3.2 / NVMe / SATA / SAS hot-plug bays - Direct physical media import (no network bottleneck) - **U36-U42:** Reserved for future expansion (7U available) **Total rack space used: 35U of 42U** ### 2.2 Network Design **Top-of-Rack Switches:** - Model: Huawei CloudEngine 6800-48S-EI (RECOMMENDED) - 48x 25GbE SFP28 ports + 6x 100GbE QSFP28 uplink ports - 2x redundant PSU (AC/DC) - 2x redundant fans - VRP OS (Huawei Versatile Routing Platform) - Public pricing: ~¥90,000 per switch in China - Industry-leading in China market, 25% cheaper than Dell - Configuration: - CSS (Cluster Switch System) pair for redundancy - LACP bonding for all server connections (2x25GbE per node) - VLANs: Management (VLAN10), Storage (VLAN20), API (VLAN30) - Jumbo frames enabled (MTU 9000) **Uplink:** - 2x 100GbE fiber to core/distribution switches - ECMP routing for load distribution **Cables:** - DAC (Direct Attach Copper) Twinax for intra-rack (< 5m) - OM4 MMF or SMF for inter-rack connections ### 2.3 Power Design **Power Requirements (Single Rack - With Import Node: 13 storage + 3 compute + 1 import):** - Storage nodes: 13 nodes × 500W = 6,500W (HDDs use much less power than NVMe) - Each HDD: ~10W idle, ~12W active - 24 HDDs per node: ~300W - CPU + RAM + fans: ~200W - Control/Compute nodes: 3 nodes × 600W = 1,800W - Multi-purpose nodes running all services - Higher CPU utilization but consolidated - Import node: 1 node × 700W = 700W - Higher power due to NVMe staging drives + multiple controllers - Peak during import operations - Network switches: 2 switches × 400W = 800W - **Total: ~9,800W = 9.8 kW** - **With 30% headroom: 12.7 kW single rack** **Power Summary:** - Storage nodes: 6.5 kW (13 nodes × 500W) - Control/Compute nodes: 1.8 kW (3 nodes × 600W) - Import node: 0.7 kW (1 node × 700W) - Network switches: 0.8 kW (2 switches × 400W) - **Total: 9.8 kW (12.7 kW with 30% headroom)** **PDU Configuration (Single Rack - 13 Storage Nodes):** - 2x Domestic Metered Rack PDU (redundant feeds, A+B power) - Input: 208V 3-phase, 30A per PDU - Capacity: 208V × 30A × 1.732 = 10.8 kVA per PDU (3-phase) - Total: 21.6 kVA for rack (sufficient for 12.7 kW load with headroom) - Each server: Dual PSU connected to separate PDUs (A+B feeds) **Cooling (Single Rack - With Import Node, 13 Storage Nodes):** - Heat dissipation: 12.7 kW × 3.41 = 43,307 BTU/hr (single rack) - Requirement: Cooling capacity for 43,400 BTU/hr (~3.6 tons) - Options: - Use existing IT room CRAC/HVAC (if capacity available) - Add 1x 20kW in-row cooling unit (¥40,000-50,000) - Standard precision AC unit (4-5 ton capacity) - No special containment needed for single rack ### 2.4 Storage Node Specifications **Storage Capacity Planning:** - Maximum requirement: 2.2 PB per year - Replication strategy affects raw capacity needs: - RAID 10 + 2x replication: 4.4 PB raw (complex, dual-layer redundancy) - JBOD + 3x replication: 6.6 PB raw (simpler, software-only redundancy) **Architecture Choice: JBOD vs RAID** **JBOD + 3-replica (RECOMMENDED for software simplicity):** - No RAID controller complexity - Software handles all redundancy (Ceph, MinIO, etc.) - Each drive independent, easier failure recovery - Better performance observability - Standard approach for distributed storage - Easier rebalancing and maintenance **RAID 10 + 2-replica (traditional approach):** - Hardware RAID provides local redundancy - Lower network replication traffic - Faster local reads (RAID striping) - More complex failure scenarios (RAID + cluster) - RAID rebuild overhead on drive failure **Storage Node: 13 nodes with 22TB SAS HDD + JBOD + 3-replica (covers all 11B QR codes)** **Model: Lenovo ThinkSystem SR650 V2 (2U, 24x 2.5" drive bays)** **Public pricing: ~¥95,000-105,000 per configured node in China** **Per Storage Node:** - **CPU:** 2x Intel Xeon Silver 4316 (20 cores, 2.3 GHz, 30MB cache) - Total: 40 cores, 80 threads per node - Part#: 4XG7A42589 - **RAM:** 256 GB DDR4-3200 ECC RDIMM (8x 32GB) - Part#: 4X77A08633 or equivalent - **Boot:** 2x 480GB SATA SSD (RAID 1, OS) - Lenovo 2.5" 6Gb SATA SSD - **Storage:** 24x 22TB SAS HDD 12Gbps 7.2K RPM - Seagate Exos X22 (ST22000NM00 series) or WD Ultrastar - Public pricing: ~¥2,800-3,200 per drive (~$390-445) - JBOD configuration (no RAID, all drives independent) - Per node: 528 TB raw (24 × 22TB) - Total cluster: 6.86 PB raw (13 nodes × 528 TB) - With 3x replication: 2.29 PB usable - Performance: 4K IOPS per drive, ~96K IOPS per node, 1.5 GB/s per node - **Network:** 2x Lenovo ThinkSystem Broadcom 57504 25GbE (4-port, bonded) - **HBA:** Lenovo ThinkSystem 430-8i SAS/SATA 12Gb HBA (pass-through mode) - **PSU:** 2x 1100W Platinum (redundant, 208V) - **Rack space:** 13 nodes × 2U = 26U ### 2.5 Import Node Specifications (1 node, dedicated for physical media import) **Model: Lenovo ThinkSystem SR650 V2 (2U, front-accessible hot-plug)** **Public pricing: ~¥140,000 per configured node** **Per Node:** - **CPU:** 2x Intel Xeon Gold 6338 (32 cores, 2.0 GHz, 48MB cache) - Total: 64 cores, 128 threads - High core count for parallel import processing - **RAM:** 256 GB DDR4-3200 ECC - Large buffer for staging imported data - **Boot:** 2x 480GB SATA SSD (RAID 1, OS) - **Import staging storage:** 4x 7.68TB NVMe (JBOD) - Total: ~31TB staging buffer - High-speed local cache before copying to storage cluster - **Hot-plug bays (front panel):** 12 bays supporting: - **USB 3.2 Gen 2x2:** 4x front-panel USB-C ports (2.5 GB/s each) - **NVMe U.2:** 4x hot-swap NVMe bays (up to 8 GB/s per drive) - **SATA/SAS:** 4x hot-swap 3.5" bays (12 Gbps SAS) - **Controllers:** - Lenovo ThinkSystem 430-8i SAS/SATA HBA (pass-through mode) - PCIe Gen4 NVMe switch - USB 3.2 Gen 2x2 controller - **Network:** 2x 25GbE (bonded, LACP) - **PSU:** 2x 1100W Platinum **Import Workflow:** 1. Operator inserts physical media (USB, NVMe, SATA, SAS) into front panel 2. Drive auto-mounts or hot-detects 3. Import software reads data from media → staging NVMe (fast local) 4. Processes/validates QR codes in parallel (32-48 cores) 5. Streams validated data to storage cluster over 25GbE (or 100GbE) 6. Operator removes media when import complete (LED indicator) **Performance:** - **USB 3.2:** 4 ports × 2.5 GB/s = 10 GB/s aggregate - **NVMe:** 4 drives × 8 GB/s = 32 GB/s aggregate - **SATA/SAS:** 4 drives × 1.5 GB/s = 6 GB/s aggregate - **Network:** 2x 25GbE = 6.25 GB/s to storage cluster - Staging NVMe: 31TB buffer allows offline processing before network transfer **Benefits:** - **No internet/WiFi bottleneck:** Direct physical media import at full speed - **Parallel import:** Accept up to 12 drives simultaneously - **Flexible media:** USB, NVMe, SATA, SAS all supported - **High throughput:** Local staging eliminates network bottleneck during read - **Operator-friendly:** Front-panel access, LED indicators, hot-plug safe ### 2.6 Control/Compute Node Specifications (3 nodes, consolidated) **Model: Lenovo ThinkSystem SR630 V2 (1U, multi-purpose)** **Public pricing: ~¥102,000 per configured node** **Per Node (runs ALL services):** - **CPU:** 2x Intel Xeon Gold 6338 (32 cores, 2.0 GHz) - Total: 64 cores, 128 threads per node - Sufficient for ingestion + API + control plane + load balancing - **RAM:** 256 GB DDR4-3200 ECC (8x 32GB) - Split: 128GB for ingestion, 64GB for API, 64GB for system/control - **Boot:** 2x 480GB SATA SSD (RAID 1, OS) - **Local storage:** 2x 3.84TB NVMe - Ingestion write buffer + API read cache + monitoring data - **Network:** 2x Lenovo ThinkSystem Broadcom 57504 25GbE (bonded, LACP) - **PSU:** 2x 800W Platinum ## 3. Network Topology ``` Core Switch (100GbE uplink) ↓ Rack ToR Switches (Dell VLT pair, 25GbE to servers) ↓ Dell Servers (dual-homed, LACP bonded) ``` ## 4. Cost Estimate (Approximate) **Hardware (Single Rack - 13 storage + 3 control/compute + 1 import for FULL 2.29 PB):** - Storage nodes (13x): $195K - Control/Compute nodes (3x): $48K - Import node (1x): $22K - Network switches (2x): $30K - Other hardware & infrastructure: $13K - **Total: $308K CapEx** - **Note:** UPS excluded (out of project scope) **Power Requirements:** - **Total rack power:** 9.5kW maximum - 13x storage nodes @ 400W each = 5.2kW - 3x control/compute nodes @ 300W each = 0.9kW - 1x import node @ 500W = 0.5kW - 2x switches @ 400W each = 0.8kW - Margin: ~1.6kW reserve - **PDU requirements:** 2x 5kW PDUs (A+B feeds) - **Cooling requirement:** ~12kW thermal (9.5kW × 1.3 PUE) ## 5. Redundancy & High Availability (Single Rack, 13 Storage Nodes) - **Storage:** JBOD + 3x replication distributed across 13 Lenovo ThinkSystem SR650 V2 nodes - **Any 10 storage nodes can fail simultaneously without data loss (77% redundancy)** - 312 independent drives (24 per node × 13), software-managed - Single drive failure: automatic rebalancing to other nodes - No RAID rebuild overhead - software handles recovery - Drive recovery: ~22TB over 25GbE = ~2 hours (vs days for RAID rebuild) - Data striped and replicated for parallel I/O - Minimum 4 nodes needed to maintain data availability (with 3x replication) - **Control/Compute:** 3 multi-purpose nodes (active-active-active) - All 3 nodes run: ingestion workers, API servers, load balancers, control plane - Any 2 of 3 nodes can handle full workload (N+1 redundancy) - Can lose 1 control/compute node without service interruption - Load balanced via DNS round-robin or floating VIP (Keepalived) - **Network:** Huawei VLT/CSS switches, dual-homed servers (2x25GbE bonded) - **Power:** Dual PSU per server, redundant PDUs (A+B feeds) **Expansion Path (if future requirements increase):** - Year 1: 13 storage + 3 control/compute + 1 import = 2.29 PB usable (covers all 11B QR codes) - Future expansion: 7U available in rack = up to 3 more 2U storage nodes - With 16 storage nodes: 2.82 PB usable (23% more capacity) - Beyond 16 nodes: Would require second rack or higher capacity drives ## 6. Performance Validation (HDD-based, Single Rack) **Target metrics (13 storage nodes):** - Write throughput: 6,960 QR codes/sec sustained (1.39 GB/s) - With 3x replication: 4.17 GB/s network write traffic - HDD capability: 19.5 GB/s aggregate write (13 nodes × 1.5 GB/s) ✓ **EXCELLENT** - Peak burst: 21,000 QR codes/sec (4.2 GB/s) - With 3x replication: 12.6 GB/s network write traffic - HDD capability: 19.5 GB/s aggregate write (peak) ✓ **EXCELLENT** (55% headroom) - Read latency: < 50ms P99 (with cache) ✓ - HDD seek: 4-8ms, sequential: fast - Storage IOPS: 1.25M aggregate (96K per node × 13, 4K per drive) - Adequate for large sequential QR code writes (50-200 KB each) - QR codes are large blobs, not small random I/O - Network throughput: 650 Gbps aggregate (50 Gbps per node × 13) - Network utilization: < 8% during sustained writes, < 24% during peak burst - Storage capacity: 2.29 PB usable (6.86 PB raw with 3x replication) - **Covers ALL 11 billion QR codes at maximum 200KB size** - 4% buffer above 2.2 PB maximum requirement - Drive failure recovery: Distributed across all healthy nodes - Redundancy: Can tolerate up to 10 storage node failures (77% redundancy) **HDD Performance Characteristics:** - Sequential throughput: Excellent (150-250 MB/s per drive) - Random IOPS: Lower than NVMe (4K IOPS vs 100K+ IOPS) - QR code workload: Mostly sequential large-blob writes (50-200 KB) - **Verdict:** HDD is well-suited for this workload (large sequential I/O) ## 7. Recommended Configuration Summary (13 Storage Nodes for Full Capacity) **Configuration: 13 storage + 3 control/compute + 1 import (JBOD + 3-replica, SINGLE RACK)** | Metric | Specification | |--------|---------------| | **Storage Servers** | 13x Lenovo ThinkSystem SR650 V2 (2U each) | | **Control/Compute** | 3x Lenovo ThinkSystem SR630 V2 (1U each) | | **Import Node** | 1x Lenovo ThinkSystem SR650 V2 (2U) | | **Switches** | 2x Huawei CE6800 (25GbE) | | **Drives per Storage Node** | 24x 22TB SAS (12Gbps, 7.2K RPM) | | **Usable Capacity** | **2.29 PB** (covers all 11B QR codes at 200KB max) | | **Raw Capacity** | 6.86 PB (with 3x replication) | | **Rack Space** | 35U of 42U (7U expansion available) | | **Aggregate IOPS** | 1.25M (96K per storage node) | | **Aggregate Throughput** | 39 GB/s read, 19.5 GB/s write | | **Power** | 12.7 kW (9.8 kW actual, 30% headroom) | | **CapEx (China, Lenovo+Huawei)** | ¥1,973,000 (~$274K USD) | | **Storage Redundancy** | Can lose 10 storage nodes (77% redundancy) | | **Compute Redundancy** | N+1 (any 2 of 3 nodes) | | **Import Speed** | 10-32 GB/s (physical media) | | **Drive Reliability** | SAS enterprise-grade | | **Expansion** | 7U available = up to 3 more storage nodes | **Key Features:** - ✅ **Full capacity:** 2.29 PB covers ALL 11 billion QR codes at maximum 200KB size - ✅ **High redundancy:** Can tolerate 10 simultaneous storage node failures - ✅ **Single rack:** All equipment in one 42U rack (35U used) - ✅ **Domestic brands:** 20% cheaper than Dell, excellent local support - ✅ **Physical import:** 10-32 GB/s via USB/NVMe/SATA/SAS hot-plug - ✅ **Industry-standard:** JBOD + 3-replica architecture ## 10. Cost Estimate for China Private Datacenter (CNY) **Exchange Rate: 1 USD = 7.2 CNY (approximate, January 2026)** **Summary for China (13 Storage Nodes, Full Capacity, IT Room):** - **Recommended:** Lenovo ThinkSystem + Huawei CE6800 - **CapEx:** ¥1,973,000 (~$274K USD, based on public pricing) - **Capacity:** 2.29 PB usable (covers ALL 11B QR codes at max 200KB size) - **Power requirement:** 12.7 kW total (9.8 kW actual + 30% headroom) - **Import node benefit:** 10-32 GB/s physical media import (USB/NVMe/SATA/SAS) - Eliminates internet/WiFi bottleneck - Front-panel hot-plug for operator convenience - 31TB staging buffer for offline processing ### China Pricing - Lenovo ThinkSystem + Huawei Configuration **Hardware (Lenovo + Huawei - 13 Storage Nodes for 2.29 PB):** - Storage nodes (13x Lenovo ThinkSystem SR650 V2 with 24x 22TB SAS): ¥1,235,000 - Base server: ~¥35,000 per node - 24x 22TB SAS drives @ ¥3,000 each: ¥72,000 per node - CPU, RAM, HBA upgrades: ~¥23,000 per node - Total per node: ¥95,000 - Public pricing reference: Lenovo China website - Control/Compute nodes (3x Lenovo ThinkSystem SR630 V2): ¥306,000 - Each node: ¥102,000 (~$14,200) - Multi-purpose: ingestion + API + load balancing + control - Import node (1x Lenovo ThinkSystem SR650 V2 with hot-plug): ¥140,000 - Front-panel USB-C, NVMe U.2, SATA/SAS hot-swap - Network switches (2x Huawei CloudEngine 6800-48S-EI): ¥180,000 - Public pricing: ¥90,000 per switch - PDUs, cabling, misc: ¥64,000 - **Hardware Subtotal (Lenovo + Huawei): ¥1,925,000** **Infrastructure (if not existing in IT room):** - Rack (42U, domestic): ¥8,000 - Cooling (1x 20kW in-row, if IT room HVAC insufficient): ¥40,000 - **Infrastructure Subtotal: ¥48,000** - **Note:** May be partially/fully available in existing IT room (reduce CapEx accordingly) **Total CapEx (13 Storage Nodes for Full 2.29 PB):** - **With Lenovo + Huawei: ¥1,973,000** (~$274K USD, RECOMMENDED) - **Note:** UPS excluded (out of project scope). Pricing based on Lenovo China public pricing and Huawei enterprise quotes. **Power Requirements (13 Storage Nodes):** - **Total power:** 12.7 kW - 13x storage nodes @ 400W each = 5.2 kW - 3x control/compute nodes @ 500W each = 1.5 kW - 1x import node @ 600W = 0.6 kW - 2x switches @ 400W each = 0.8 kW - Overhead and margin = 4.6 kW - **Cooling requirement:** 16.5 kW thermal (12.7 kW × 1.3 PUE) - **Circuit requirement:** 2x 32A 3-phase 208V circuits minimum ### HDD Sourcing in China **Recommended: Locally assembled enterprise drives** - Seagate Exos X22 22TB (Suzhou facility): ¥2,800-3,200 per drive - Western Digital Ultrastar DC HC570 22TB (Shanghai/Shenzhen): ¥2,900-3,300 per drive - Local assembly = no import VAT (save 13%) - Comes with VAT invoice (增值税发票) for tax deduction - Same warranty as international versions - Faster replacement (local stock) ### Quick Reference: China Pricing Summary (13 Storage Nodes, 2.29 PB) | Item | Value | |------|-------| | **CapEx** | ¥1,973,000 (~$274K USD) | | **Capacity** | 2.29 PB usable | | **Power** | 12.7 kW total | | **Rack space** | 35U of 42U | **Lenovo ThinkSystem SR650 V2 + SR630 V2 + Huawei CE6800** - Covers ALL 11 billion QR codes at maximum 200KB size - Import node: 10-32 GB/s physical media import (no network bottleneck) - UPS excluded (out of project scope) **Recommendations for China Deployment (IT Room, 13 Storage Nodes):** 1. **Use Lenovo ThinkSystem + Huawei** - public pricing available, 20% savings vs Dell 2. **IT room requirements (13 storage nodes for full 2.29 PB):** - Power: 12.7 kW capacity needed (208V 3-phase, 30A × 2 PDUs) - Cooling: 43,400 BTU/hr heat dissipation (~3.6 tons, 12.7 kW × 3,412 BTU/kW) - Floor loading: ~1,100 kg total weight (17 servers + switches + rack) - Operator access for import node (front-panel hot-plug) - Rack space: 35U of 42U used (7U for future expansion) 3. **Local support contracts** essential (Lenovo + Huawei have excellent China support with 4-hour response) 5. **Bulk purchase discount** - negotiate 10-15% off for large orders 6. **Payment terms:** Net 30-90 common, some vendors offer 6-12 month financing 7. **VAT invoice (增值税发票):** Essential for tax deduction, ensure all vendors provide 8. **Domestic drives:** Buy Seagate/WD from China facilities to avoid import VAT 9. **Network integration:** Plan uplink to existing corporate network **Vendor Contact (China):** - Lenovo: DCG (Data Center Group) - https://www.lenovo.com/cn/zh/data-center (联想数据中心) - Public pricing on website for ThinkSystem servers - Contact: 400-100-6000 (China hotline) - Huawei: Enterprise network division - https://e.huawei.com (华为企业) - CloudEngine switches require enterprise quote - Contact local Huawei account manager - Local integrators: Often 5-10% cheaper than direct (e.g., 神州数码 Digital China) ## 11. Final Recommendation **RECOMMENDED CONFIGURATION: Lenovo ThinkSystem + Huawei in Tier B City** **Hardware (13 Storage Nodes for Full 2.29 PB Capacity):** - **13x Lenovo ThinkSystem SR650 V2** storage nodes (24x 22TB SAS each) = **2.29 PB usable** - **3x Lenovo ThinkSystem SR630 V2** control/compute nodes (multi-purpose) - **1x Lenovo ThinkSystem SR650 V2** import node (front-panel hot-plug) - **2x Huawei CloudEngine 6800-48S-EI** switches (48-port 25GbE) **Capacity:** 2.29 PB usable - covers ALL 11 billion QR codes at maximum 200KB size **Cost:** - **CapEx:** ¥1,973,000 (~$274K USD) - **Note:** UPS excluded (out of project scope). Based on Lenovo China and Huawei public pricing. **Power Requirements:** - **Total:** 12.7 kW (9.8 kW actual + 30% headroom) - **Cooling:** 43,400 BTU/hr (~3.6 tons)