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Future-proof Data Storage Power Metrics System

3 Tier Metric System

Regional Level, Data Center Level, and Storage Product Level

4 Dimensions

Magnitude, Efficiency, Groundwork, and Advancement

6 Considerations

Capacity Planning; Resource Utilization; Performance Requirements; Security, Reliability, and Ransomware Protection; Solution-level TCO; Native AI Application Enablement

  • Regional Level
  • Data Center Level
  • Storage Product Level
  • Magnitude
  • Efficiency
  • Groundwork
  • Advancement
Magnitude

GDP per Storage Unit

Measures the alignment between data storage capacity and digital economy development, reflecting support for digital economy based on data volume.

Formula: Storage capacity/Annual GDP (GB/$10,000)

Adequacy Ratio

Measures the alignment between data storage capacity and generated data volume, reflecting data storage adequacy.

Formula: Storage capacity/Annual data generation (%)

Retention Rate

Measures the degree of emphasis on the data storage industry.

Formula: Data retention/Data generation (%)

Investment Growth Rate

Assesses whether investment aligns storage with data growth and whether it supports advanced tech deployment.

Formula: Current year data storage investment/Previous year data storage investment – 1 (%)

Efficiency

Storage-to-Compute Ratio

Measures the synergy between compute and storage to help with efficiency improvement.

Formula: Existing computing power/Existing data storage capacity (GB:GFLOPS)

SSD Penetration Rate

Uses flash storage deployment, a measure of advanced productivity, to assess whether storage capacity meets data preservation and retrieval needs in digitalization.

Formula: Annual flash memory investment/Total data storage investment (%)

Groundwork

B&R Coverage Rate

Measures the resilience to various incidents, ensuring data integrity and continuous operation.

Formula: ((Disaster recovery investment + Backup investment)/Data storage investment (%)

Advancement

Energy per Storage Unit

Evaluates the environmental impact of data infrastructure by measuring its energy consumption.

Formula: Annual data center storage energy consumption/Existing storage capacity (Kwh/TB)

Storage Patents Share

Assesses whether ongoing R&D investment supports advanced productivity exploration.

Formula: Domestic data storage patents/Global data storage patents (%)

  • Magnitude
  • Efficiency
  • Groundwork
  • Advancement
Magnitude

DC Storage Capacity

Reflects data centers' overall storage capacity.

Formula: Total capacity of data storage devices (EB)

Adequacy Ratio

Reflects the ability of data centers' storage capacity to effectively meet data retention and usage demands during peak hours.

Formula: Storage capacity/Projected peak data volume of enterprises (%)

Investment Growth Rate

Assesses whether investment aligns storage with data growth and whether it supports advanced tech deployment.

Formula: Current year data storage investment/Previous year data storage investment – 1 (%)

Efficiency

Storage-to-Compute Ratio

Assesses balance of ICT resource allocation of data centers.

Formula: Data storage capacity/Total computing power (GB:GFLOPS)

Storage to Compute in Intelligent Comp

Evaluates the effectiveness of configured compute and storage resources at data centers for intelligent computing (such as large AI models).

Formula: Effective capacity/Effective computing power in intelligent computing scenarios (%)

Storage Utilization Rate

Measures the current storage utilization of data centers, which reflects data storage redundancy.

Formula: Occupied capacity/Total available SSD capacity (%)

SSD Penetration Rate

Uses flash storage deployment, a measure of advanced productivity, to assess whether storage capacity meets data preservation and retrieval needs in digitalization.

Formula: SSD investment/Total investment (%)

Data Coverage Rate (data mgmt.)

Evaluates organizations' capabilities to comprehensively understand, view, and manage their data resources.

Formula: Data assets mapped/Total data assets (%)

Proportion of Maintaining Equipment

Assesses the health status of storage devices in data centers.

Formula: Capacity of equipment under maintenance/Total capacity in data centers (%)

Groundwork

B&R Coverage Rate

Measures the resilience to various incidents, ensuring data integrity and continuous operation.

Formula: (B&R capacity investment)/Total storage investment (%)

Recovery Time Objective

Time required for IT systems to recover form interruptions to support enterprise operations

Formula: Time required for IT systems to recover form interruptions to support enterprises (Hours)

Recovery Point Objective

The point to which disrupted data can be recovered to

Formula: The point to which data can be recovered to after disruption (Hours)

Cost per Storage Unit

Measures enterprises' investments in storage, encompassing TCO.

Formula: TCO/Total capacity ($/GB)

Advancement

Energy per Storage Unit

Assesses data centers' consumption and sustainability.

Formula: Total consumption of DC's storage equipment/Effective Capacity (Kwh/TB)

Various Features in Intelligent Storage

Assesses the support provided by storage capacity for the "intelligent transformation" trends of data centers.

Formula: Data encryption, audit log, snapshot, asynchronous replication, metadata indexing, etc., to be fulfilled according to clients' demands

Openness of Storage API

Assesses the openness of storage APIs to data centers.

Formula: Open API interfaces/All available APl interfaces (%)

Ratio of Storage-Compute Decoupled Architecture

The modernization degree of data centers' storage-compute architecture and data centers' capability to efficiently pool storage resources

Formula: Capacity of storage-compute decoupled architecture/Total capacity (%)

  • Magnitude
  • Efficiency
  • Groundwork
  • Advancement
Magnitude

Raw Capacity

Measures a storage system's physical capacity.

Formula: Physical capacity configured in the storage system (PB)

Available Capacity

Subtracts the capacity used for RAID protection and metadata from the raw capacity.

Formula: Raw capacity – Capacity used for RAID protection and metadata (PB)

Effective Capacity

Takes the usable capacity and multiplies it by the fraction of data written to the system over the occupied capacity.

Formula: Usable capacity x (Amount of data written to the system/Occupied capacity) (PB)

Storage Efficiency

Assesses whether the storage capacity is sufficient for production activities.

Formula: (Effective capacity + Available free capacity)/Raw capacity (%)

Storage Capacity Scalability

Feasible methods for handling the growth of enterprises' data volume to deliver effortless scalability

Formula: Reserved nodes x Number of hard drives per node x Capacity of each hard drive (PB)

Efficiency

IOPS

Maximum number of read and write operations per second of data storage devices

Formula: 1000 ms/(Track seeking + Rotational delay)

Read/Write Bandwidth

Measures the performance of data storage capacity in data read and write operations.

Formula: Throughput MB/s = I/O per Second * Size of I/O = I/O per Second * KB per I/O:1024 (MB/s)

Response Time

Response time during data read and write operations, including data flow wait time and service time

Formula: Response time = Wait time + Service time (read/write time) = (Queue length + 1) x Average response time (s)

Groundwork

MTBF

Mean time between failures

Formula: Mean time between failures (Days)

MTTR

Mean time to repair

Formula: Mean time to repair (Hours)

Availability

Assesses storage products' capability to continuously support businesses with fewer or no failures.

Formula: MTBF /(MTBF+MTTR) (%)

TCO per Storage Unit

Measures the actual cost-effectiveness of each unit of storage capacity to make more informed decision-making during storage system planning and procurement.

Formula: 5-year TCO of storage system/Storage capacity ($/GB)

Advancement

Storage Protocol Supported

All storage protocols supported by storage devices. Under complex data center architecture, measures whether the storage capacity can support different operating systems, management programs, and application software.

Formula: CIFS, NFS, iSCSI, FC, and others

Connection Methods

Connection methods between storage devices

Formula: SAN, NAS, and DAS

Call for Initiatives

  • Governments
  • Enterprises

Setting Goals

Incorporate regional-level future-proof data storage power metrics systems into governments' industry development goals.

Tailored Guidance

Develop regulatory and incentive policies to ensure realization of development goals.

Promoting Application

Actively promote future-proof data storage power in key sectors, such as finance, government, and telecom, encouraging open-source databases and other open-source software ecosystems to thrive.

Strengthening Innovation

Leverage industry-university-research joint laboratories as core platforms to promote R&D of advanced N+1 generation solutions.

Manage storage as a key independent category within ICT.

Ensure full-stack independent innovation and efficient collaboration in future-proof data storage power industry.

Promote application of future-proof data storage power solutions across all industries.

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