Ever Solid Ever Fast AI-Powered...Performance Bottlenecks Provide performance ebb and flow analysis,...
Transcript of Ever Solid Ever Fast AI-Powered...Performance Bottlenecks Provide performance ebb and flow analysis,...
Ever FastEver Solid AI-Powered
Ever FastEver Solid AI-Powered
Ever FastEver Solid AI-Powered
Ever FastEver Solid AI-Powered
Background deduplication by Variable length blocks
Similar block: Differences in stored contentData
Source
Reference block: Save the complete content.
Fixed-length block: Count of saved references.
Fixed-length + variable-length deduplication Deduplication is supported.
The data is the same.
Partially the same, 512B offset
Same partDifferent parts
The part is the same as the byte offset.
Any location modification
Supports hybrid deduplication of fixed-length and variable-length modes, achieving ultimate data reduction rate.
FeatureData
Reduction
MandatoryInline
Deduplication
Software and hardwareAdaptive
Compression
AdaptiveFixed length
Deduplication
Adaptive variable-length
Deduplication
Adaptive deduplication between inline and background
Extreme PerformanceExtremely Reliable Cost Effective
Extract reference fingerprints.
Fuzzy Matching Increases Data Reduction Rate by 25%
Identify similar data.
0 01 1 1 1 0 1 1 10 01 1 1 0 0 1 1 10 01 1 0 0 0 1 1 11 11 1 1 1 1 1 1 10 01 1 1 1 0 1 1 10 00 0 0 0 0 0 0 00 01 0 1 1 0 1 1 11 10 0 1 0 1 0 0 0
10.90.80.710.30.90
Dedupe & Comp
0 01 1 1 1 0 1 1 1
0
0 0
0
Assemblesimilar data.
0 01 1 1 1 0 1 1 1 10 01 1 1 0 0 1 1 1
0 01 1 0 0 0 1 1 10.90.8
0 01 1 1 1 0 1 1 1 10 01 0 1 1 0 1 1 1 0.9
0 01 1 1 1 0 1 1 1
25%Higher image data
reduction rate
Extreme PerformanceExtremely Reliable Cost Effective
Ever Solid Applications with Five Reliability Layers
Huawei Confidential15
Cloud backup
Solution
System
Architecture
SSD
99.9999%high availability
Ever Solid
Ever SolidEver Fast AI-Powered
Global wear leveling Huawei-patented global anti-wear leveling
SmartMatrix fully-interconnected architecturetolerates failure of 7 out of 8 controllers
E2E A-A design for ever solid applications
Comprehensive enterprise-class features Tolerance for simultaneous failure of 3 disks
Only 15-minute reconstruction time of 1 TB of data
Gateway-free active-active solution (1 ms latency) FlashEver without data migration
Gateway-free cloud backup 30x higher backup frequency and
20x faster backup speeds
Ever FastEver Solid AI-Powered
Device Cloud
Edge 2
Edge N
Edge 3
Edge N
Edge 5
Huawei Ascend 310AI SoC with highly efficient computing and low power consumption, 16 TeraFLOPS
Edge: Customized AI
• AI cache: Learn the customized I/O rules of service models, continuously optimize the read hit ratio, and improve the system performance by 50%.
Cloud: General-purpose AI
• Capacity (365 days)/performance (60 days)/disk risk (14 days) prediction
• Optimal deployment suggestions based on over 1,000 scenario samples
• Intelligent diagnosis suggestions based on over 2,000 fault scenarios I/O Trace: Online-banking model of a top bank
The cache hit ratio 98%
48%
Deep learning of storage AI chip achieves unique optimization of each storage device.
Deep learning of the cloud platform AI chip enables intelligent O&M of each storage device accessed.
Smart Chip Computing Power Drives Cloud and Edge Intelligence Linkage for More Easy-of-Use Storage
Ever FastEver Solid AI-Powered
Automated Data Management System with Three-Layer AI Architecture
DeviceManager: Intelligent device mgmtSimplified configuration Intelligent O&M
Center AI
Cloud AI eService: On and off-premise AI synergyOnline training Intelligent decision-making
Device AISimplified
configuration
Automated mgmt
Intelligent optimization
Intelligent O&MService planning Fault fingerprinting
Intelligent prediction Intelligent analytics
SLA monitoring
Performance indicators
Firmware status
Service configuration
Automation engine
Policy mgmt. engine Intelligent analytics engine
Intelligent prediction engine
Single device status info Intelligent decision-making
Multiple device status info Intelligent decision-making
Ever FastEver Solid AI-Powered
DJ: Unified management and control Automatic full-lifecycle management
1
Now
Streamlined and AI-Powered Device Management Is Worth Every Cent
2
3
Storage Pool:
* Lun Group Name:
Create LUN Group
Name Capacity Number
Host GroupMapping to Host (Group):
Advanced
Storagne Pool_001
SQL
LUN001 10500 GB
Create Please Select
Existed LUNs New LUNs
Confirm Cancel
LUN:
Seven steps One-click service provisioning, increasing O&M efficiency and reducing OPEX
Intelligent capacity prediction (365 days) and on-demand capacity expansion, making a more precise IT investment
Real-time performance data collection supports intelligent decision-making through the cloud to fully utilize device capability
Ever FastEver Solid AI-Powered
Management Software: DeviceManager & eService
DeviceManager
eService
eService App
System built-in management software Device Manager
• Simplified configuration experience, facilitating service provisioning, service protection, and system configuration.
• Provides the object relationship topology visualization capability.
• Comprehensive performance monitoring and analysis capabilities
Cloud intelligent management service eService
• Provides the remote management capability on the cloud.• The big data intelligent analysis system on the cloud provides
intelligent storage management services such as fault prediction, capacity management, and performance exception analysis.
• Provides proactive O&M services. The system automatically connects to Huawei service teams and solve customer system hidden trouble ahead of time.
Ever Solid Ever Fast AI-Powered
Highlights of DeviceManager
Simplified configuration Object relationship visualization
Powerful performance analysis capability
Complete the mapping in one step. LUN group topology Performance association analysis
• Topology of Service object
• Topology of protected objects
• Presetting a Performance View Template
• Historical and real-time performance data is displayed at the same time.
• Performance association analysis
• The storage pool does not need to be configured
• Automatically discover hosts
• 1 Step complete configuration
• Single-ended configuration
Ever Solid Ever Fast AI-Powered
Highlights of eService
Storage status can be obtained anytime and anywhere
Intelligent prediction and optimization suggestions Intelligent fault analysis
Mobile phone application: Huawei storage systems that can be viewed and managed at any time
Performance Analysis and Optimization Suggestions
Disk Fault Analysis
• Capacity Planning
• Performance bottleneck analysis
• Disk fault prediction
• Intelligent fault diagnosis system
• Mobile app
• Proactive trouble ticket creation
Ever Solid Ever Fast AI-Powered
Automatic fault reporting
Fault reporting in minutesEfficiency improved by 90%+
Visible SR progressAssociating alarms with SRsVisible SR progress
Support for all IT devicesSupporting storage, cloud computing devices, and servers.
24/7 monitoringThree centers (China, Germany, and Mexico) provide global service coverage.
Proactive Fault Handling: Automatic Fault Reporting and SR Creation for All IT Devices
Intelligent Prediction (1): Risky Disk Identification Ensures Data Security
• Identify the faulty disks 14 days in advance.
Eliminate risks in advance and improve reliability.
• Perform model verification of the enterprise data center for over 300 days.
• Use the XGBoost algorithm. The identification rate reaches 80% and the false alarm rate is less than 0.1%.
Provide big data analysis and build a disk database.
• Analyze 200,000+ disks and 20,000,000,000+ pieces of feature data.
Intelligent Prediction (2): Predict Capacity Trend in the Next 12 Months to Facilitate Procurement Planning
Predict capacity consumption and identify overloaded resources.
Monitor capacity changes and identify overloaded resources in advance.
Analyze the idle resources in the system and improve the resource utilization.
Intelligent capacity planning helps on-demand procurement, lowering the TCO.
Evaluate the capacity requirements and provide a detailed capacity expansion solution.
Predict the capacity trend in the next 12 months and determine the capacity requirements.
Capacity trend diagram
Idle resource analysis and capacity expansion suggestions
Intelligent Prediction (3): Identify Performance Change Rules and Predict Performance Bottlenecks
Provide performance ebb and flow analysis, avoiding all services running in peak hours.
Identify service load period, analyze device/service ebb and flow rules intelligently, guide users to properly plan services, and determine the time window for O&M change transactions.
Predict the performance trend in the next two months.
Predict the performance trend in the next two months and evaluate the upper limits of the device performance values to predict performance bottlenecks.
Comparison between prediction and actual resultsRaw dataPerformance ebb and flow analysis
Backup services Changes
Off-peak hours
Off-peak hours
Copyright©2018 Huawei Technologies Co., Ltd.All Rights Reserved.
The information in this document may contain predictive statements including, without limitation, statements regarding the future financial and operating results, future product portfolio, new technology, etc. There are a number of factors that could cause actual results and developments to differ materially from those expressed or implied in the predictive statements. Therefore, such information is provided for reference purpose only and constitutes neither an offer nor an acceptance. Huawei may change the information at any time without notice.
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