Package org.apache.sysds.resource

Class CloudInstance

java.lang.Object

org.apache.sysds.resource.CloudInstance

public class CloudInstance
extends Object

This class describes the configurations of a single VM instance. The idea is to use this class to represent instances of different cloud hypervisors - currently supporting only EC2 instances by AWS.

Constructor Summary

Constructors

Constructor	Description
CloudInstance(String instanceName, double pricePerHour, double extraFee, double storagePrice, long memory, int vCPUCores, double GFlops, double memoryBandwidth, double diskReadBandwidth, double diskWriteBandwidth, double networkBandwidth, boolean NVMeStorage, int numberStorageVolumes, double sizeStorageVolumes)

Method Summary

Modifier and Type	Method	Description
double	getDiskReadBandwidth()
double	getDiskWriteBandwidth()
double	getExtraFee()
double	getExtraStoragePrice()
long	getFLOPS()
String	getInstanceName()
long	getMemory()
double	getMemoryBandwidth()
double	getNetworkBandwidth()
int	getNumStorageVolumes()
double	getPrice()
double	getSizeStoragePerVolume()
int	getVCPUs()
boolean	isNVMeStorage()

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

CloudInstance

public CloudInstance(String instanceName,
                     double pricePerHour,
                     double extraFee,
                     double storagePrice,
                     long memory,
                     int vCPUCores,
                     double GFlops,
                     double memoryBandwidth,
                     double diskReadBandwidth,
                     double diskWriteBandwidth,
                     double networkBandwidth,
                     boolean NVMeStorage,
                     int numberStorageVolumes,
                     double sizeStorageVolumes)

Method Detail

getInstanceName

public String getInstanceName()

getMemory

public long getMemory()

Returns:

memory of the instance in B

getVCPUs

public int getVCPUs()

Returns:

number of virtual CPU cores of the instance

getPrice

public double getPrice()

Returns:

price per second of the instance

getExtraStoragePrice

public double getExtraStoragePrice()

Returns:

price per second of whole extra storage (to be) attached

getExtraFee

public double getExtraFee()

Returns:

price per second for extra fee per instance (cluster management)

getFLOPS

public long getFLOPS()

Returns:

number of FLOPS of the instance

getMemoryBandwidth

public double getMemoryBandwidth()

Returns:

memory bandwidth of the instance in MB/s

getDiskReadBandwidth

public double getDiskReadBandwidth()

Returns:

disk read bandwidth of the instance in MB/s

getDiskWriteBandwidth

public double getDiskWriteBandwidth()

Returns:

disk write bandwidth of the instance in MB/s

getNetworkBandwidth

public double getNetworkBandwidth()

Returns:

network bandwidth of the instance in MB/s

isNVMeStorage

public boolean isNVMeStorage()

Returns:

flag if the instance has attached NVMe-based storage volume(s)

getNumStorageVolumes

public int getNumStorageVolumes()

Returns:

number of storage volumes (attached or to be configured)

getSizeStoragePerVolume

public double getSizeStoragePerVolume()

Returns:

size of each storage volume (all equally sized) in GB