Patent Application
20210096998
One or more aspects relate, in general, to processing within a computing environment, and in particular, to improving such processing.
In a multiprocessing computing environment, multiple processing units, such as central processing units (CPUs) or cores, are connected to share access to common storage, such as common main storage locations. The storage hierarchy across the configuration may include various levels of caches local to each processing unit, various levels of caches shared among several processing units, and main storage. When a processing unit is to update a storage location, a line of storage is transferred to the processing unit by the storage hierarchy, and the line is held exclusively within a cache level that is local to the processing unit performing the update. While a line of storage is held exclusively by a processing unit, other processing units are not permitted to update or read that line of storage, until after the line is released and no longer held exclusively by any processing unit.
Processing unit features intended to enhance individual processing unit performance, such as pipelining, superscalar, out-of-order execution, and branch prediction, may result in speculative memory requests. A speculative request is one that may or may not be required to complete a particular program path. The conditions determining whether or not a request is required have not been resolved at the time the speculative request is initiated.
Certain shortcomings of the prior art are overcome and additional advantages are provided, in one or more aspects, through the provision of a computer program product for facilitating processing in a computing environment. The computer program product includes a storage medium readable by a processing circuit and storing instructions for execution by the processing circuit for performing a method. The method includes, for instance, identifying a storage operand request as restrained, the identifying including obtaining, by a processing unit, an access intent instruction indicating an access intent associated with an operand of a next sequential instruction, the access intent indicating usage of the storage operand request is restrained. Further, the method includes determining whether a storage operand request is to a common storage shared by multiple processing units of a computing environment and is identified restrained. Based on determining that the storage operand request is restrained, the method further includes temporarily suppressing requesting access to the common storage location pursuant to the storage operand request.
Advantageously, computer environment processing is enhanced by providing a facility (or capability) for a program to signal a processing unit that a specific storage operand request, or access, corresponding to a common storage location shared by multiple processing units of the computing environment should be restrained. Based on identifying a specific storage operand request as restrained, if processing of the storage operand identified cannot be accomplished using cache private to the processing unit, then the processing unit defers processing of the storage operand request. The processing may be deferred (or temporarily suppressed) until instructions prior to an instruction (or operation of an instruction) specifying the storage operand identified have completed processing. This advantageously ensures that the storage operand access identified as restrained is only performed when required, and is not performed speculatively if the storage operand request cannot be accomplished using only private cache. Advantageously, as a result, the number of times a line of common shared storage traverses the computing environment unproductively may be reduced, thereby increasing overall system performance.
In one or more implementations, the temporarily suppressing includes suppressing processing of the storage operand request where the storage operand request requires access to the common storage location shared by the multiple processing units of the computing environment in order to process the storage operand request. More particularly, the method may be performed by a processing unit, and the processing unit may determine whether the storage operand request hits a private cache of the processing unit, and based on the storage operand request producing a hit in the private cache, may proceed with processing of the storage operand request using the private cache, without performing the suppressing.
In one or more embodiments, the temporarily suppressing includes suppressing processing of the storage operand request until an instruction, or operation of an instruction, associated with the storage operand request is next to complete. In enhanced embodiments, the method may further include placing the storage operand request in a queue of storage operand requests where the storage operand request requires access to the common storage location shared by the multiple processing units of the computing environment. By way of example, the temporarily suppressing may include retaining the storage operand request in the queue of storage operand requests until an instruction, or operation of an instruction, associated with the storage operand request is next to complete.
In one or more implementations, the access intent instruction may be a next instruction access intent instruction, and the identifying of the storage operand request as restrained may include providing a restrain access intent code within the next instruction access intent instruction.
In one or more embodiments, the storage operand request is a speculative storage operand request, associated with an instruction or an operation of an instruction.
In another aspect, a computer system for facilitating processing within a computing environment is provided. The computer system includes a memory, and a processing unit communicatively coupled with the memory, wherein the computer system is configured to perform a method. The method includes identifying a storage operand request as restrained, the identifying including obtaining, by a processing unit, an access intent instruction indicating an access intent associated with an operand of a next sequential instruction, the access intent indicating usage of the storage operand request is restrained. Further, the method includes determining whether a storage operand request is to a common storage location shared by multiple processing units of the computing environment and is identified restrained, and based on determining that the storage operand request is restrained, temporarily suppressing requesting access to the common storage location pursuant to the storage operand request. Advantageously, the storage operand request, or access, identified as restrained need only be performed when required, and need not be performed speculatively where the storage operand request cannot be accomplished using only cache private to the processing unit. As a result, the number of times a line of common shared storage transverses a computing environment unproductively may be reduced, thereby increasing overall system performance.
In a further aspect, a computer-implemented method of facilitating processing within a computing environment is provided. The computer-implemented method includes, for instance, identifying a storage operand request as restrained, the identifying including obtaining, by a processing unit, an access intent instruction indicating an access intent associated with an operand of a next sequential instruction, the access intent indicating usage of the storage operand request is restrained. Further, the method includes determining whether a storage operand request is to a common storage location shared by multiple processing units of the computing environment and is identified restrained; and based on the determining that the storage operand request is restrained, temporarily suppressing requesting access to the common storage location pursuant to the storage operand request. Advantageously, the method ensures that storage operand access identified as restrained is only performed when required, and is not performed speculatively where the storage operand request cannot be accomplished using only cache private to the processing unit.
Additional features and advantages are realized through the techniques described herein. Other embodiments and aspects are described in detail herein and are considered a part of the claimed aspects.
One or more aspects are particularly pointed out and distinctly claimed as examples in the claims at the conclusion of the specification. The foregoing and objects, features, and advantages of one or more aspects are apparent from the following detailed description taken in conjunction with the accompanying drawings in which:
As noted, processing unit features intended to enhance individual processing unit performance, such as pipelining, superscalar, out-of-order execution, and branch prediction, may result in speculative memory requests. Speculative requests to private storage locations can be advantageous, but excessive speculative requests to common storage locations can be detrimental to overall system performance. For an unnecessary speculative request, a line of shared storage may traverse the storage hierarchy without benefitting any individual process.
Contention among processing units for a common shared storage location increases as: the number of speculative memory requests increases by each processing unit in the computing environment or configuration, the number of processing units in the computing environment increases, or the number of threads increases in a processor implementing simultaneous multithreading (SMT), etc. As contention among processing units increases, it becomes increasingly more difficult for each individual processing unit to successfully obtain a line of storage containing a particular shared memory location. As a result, overall system performance may be degraded.
In accordance with one or more aspects of the present invention, a facility is provided for a program to signal a processing unit that a specific storage operand access request corresponds to a common storage location shared among several processing units throughout the computing environment. If processing of a storage operand identified as restrained cannot be accomplished using only cache levels local or private to the processing unit, then the processing unit is signaled to defer any queries to the common, external hierarchy until after instructions prior to the instruction specifying the storage operand identified have completed processing. This advantageously ensures that the storage operand request identified is only performed when required, and not performed speculatively. As a result, the number of times a line of common shared storage traverses a computing environment unproductively is reduced, thereby increasing overall system performance.
One embodiment of a computing environment to incorporate and use one or more aspects of the present invention is described with reference to
In another example, the computing environment may be based on the Power Architecture, offered by International Business Machines Corporation, Armonk, N.Y. One embodiment of the Power Architecture is described in “Power ISA™ Version 2.07B,” International Business Machines Corporation, Apr. 9, 2015, which is hereby incorporated herein by reference in its entirety. POWER ARCHITECTURE is a registered trademark of International Business Machines Corporation, Armonk, N.Y., USA.
The computing environment may also be based on other architectures, including, but not limited to, the Intel x86 architectures. Other examples also exist.
As shown in
Computer system/server 12 may be described in the general context of computer system-executable instructions, such as program modules, being executed by a computer system. Generally, program modules may include routines, programs, objects, components, logic, data structures, and so on that perform particular tasks or implement particular abstract data types. Computer system/server 12 may be practiced in many computing environments, including but not limited to, distributed cloud computing environments where tasks are performed by remote processing devices that are linked through a communications network. In a distributed cloud computing environment, program modules may be located in both local and remote computer system storage media including memory storage devices.
As shown in
Bus 18 represents one or more of any of several types of bus structures, including a memory bus or memory controller, a peripheral bus, an accelerated graphics port, and a processor or local bus using any of a variety of bus architectures. By way of example, and not limitation, such architectures include Industry Standard Architecture (ISA) bus, Micro Channel Architecture (MCA) bus, Enhanced ISA (EISA) bus, Video Electronics Standards Association (VESA) local bus, and Peripheral Component Interconnect (PCI) bus.
Computer system/server 12 typically includes a variety of computer system readable media. Such media may be any available media that is accessible by computer system/server 12, and it includes both volatile and non-volatile media, removable and non-removable media.
System memory 28 can include computer system readable media in the form of volatile memory, such as random access memory (RAM) 30 and/or cache memory 32. Computer system/server 12 may further include other removable/non-removable, volatile/non-volatile computer system storage media. By way of example only, storage system 34 can be provided for reading from and writing to a non-removable, non-volatile magnetic media (not shown and typically called a “hard drive”). Although not shown, a magnetic disk drive for reading from and writing to a removable, non-volatile magnetic disk (e.g., a “floppy disk”), and an optical disk drive for reading from or writing to a removable, non-volatile optical disk such as a CD-ROM, DVD-ROM or other optical media can be provided. In such instances, each can be connected to bus 18 by one or more data media interfaces. As will be further depicted and described below, memory 28 may include at least one program product having a set (e.g., at least one) of program modules that are configured to carry out the functions of embodiments of the invention.
Program/utility 40, having a set (at least one) of program modules 42, may be stored in memory 28 by way of example, and not limitation, as well as an operating system 17, one or more application programs, other program modules, and program data. Each of the operating system, one or more application programs, other program modules, and program data or some combination thereof, may include an implementation of a networking environment. Program modules 42 generally carry out the functions and/or methodologies of embodiments of the invention as described herein.
Computer system/server 12 may also communicate with one or more external devices 14 such as a keyboard, a pointing device, a display 24, etc.; one or more devices that enable a user to interact with computer system/server 12; and/or any devices (e.g., network card, modem, etc.) that enable computer system/server 12 to communicate with one or more other computing devices. Such communication can occur via Input/Output (I/O) interfaces 22. Still yet, computer system/server 12 can communicate with one or more networks such as a local area network (LAN), a general wide area network (WAN), and/or a public network (e.g., the Internet) via network adapter 20. As depicted, network adapter 20 communicates with the other components of computer system/server 12 via bus 18. It should be understood that although not shown, other hardware and/or software components could be used in conjunction with computer system/server 12. Examples, include, but are not limited to: microcode, device drivers, redundant processing units, external disk drive arrays, RAID systems, tape drives, and data archival storage systems, etc.
As an example, processing unit 16 may include a plurality of functional components used to execute instructions. These functional components may include, for instance, an instruction fetch component to fetch instructions to be executed; an instruction decode unit to decode the fetched instructions; instruction execution components to execute the decoded instructions; a memory access component to access memory for instruction execution, if necessary; and a write back component to provide the results of the executed instructions. One or more of these components may, in accordance with an aspect of the present invention, be used to implement a suppressing, or delaying, processing of a storage operand request identified as restrained, as described further below.
Processing unit 16 also includes, in one embodiment, one or more registers to be used by one or more of the functional components.
Another example of a computing environment to incorporate and use one or more aspects of the present invention is described with reference to
Referring to
Processing unit 16 is coupled to and communicates with a memory hierarchy that includes, for instance, local cache(s) 204, which may include an L1 data cache; one or more higher level caches 205, which may include a single level two (L2) cache or multiple other sequentially numbered higher levels, e.g., L3, L4; a memory 215; and an associated memory controller 210, which controls accesses to memory 215. Local cache(s) 204 serves as a prefetch buffer for data (and/or data streams) that are prefetched. Local cache(s) 204 has a corresponding load miss queue (LMQ), which the cache utilizes to save information about ongoing prefetch requests.
Further, in one embodiment, local cache(s) 204 may have an associated cache directory, which may be implemented as part of the cache or be maintained separate therefrom. The cache directory may include a tag for each cache line in the local cache. The tag provides information about the cache line, including at least part of a real or absolute address of the data in the cache line, as well as status information, such as whether the data is being held exclusive or shared, etc.; the use of the data, such as whether it is most recently used, least recently used, or somewhere in between, etc.; and/or other status information. The tag may also include additional information regarding the data in the cache line. Each cache level may have an associated cache directory, either its own directory or a shared directory.
In addition to the example memory hierarchy, computing environment 200 may also include additional storage devices that form a part of the memory hierarchy from the perspective of processing unit 16. The storage devices may be one or more electronic storage media, such as a floppy disk, hard drive, CD-ROM, or DVD. CPU 102 communicates with each of the above devices within the memory hierarchy by various mechanisms, including via buses and/or direct channels, as examples.
The buses may represent one or more of any of several types of bus structures, including a memory bus or memory controller, a peripheral bus, an accelerated graphics port, and a processor or local bus using any of a variety of bus architectures. By way of example, and not limitation, such architectures include Industry Standard Architecture (ISA) bus, Video Electronics Standards Association (VESA) local bus, and Peripheral Component Interconnect (PCI) bus.
In a further embodiment, the processing disclosed herein may be used in a multiprocessor environment, such as the one described below with reference to
Each processing unit in the multiprocessor environment (or a subset of the processing units) may also include a query function to be used to query one or more of the caches, including one or more of the shared cache(s), if available, to obtain cache residency status and/or other information of selected data.
As noted, in accordance with one or more aspects of the present invention, a facility is provided herein for enhancing processing within a computing environment. As illustrated in
In one or more implementations, suppressing a storage operand request may include suppressing processing of the storage operand request until an instruction, or operation of an instruction, associated with the storage operand request is next to complete. The suppressing may occur where a storage operand request requires access to the common storage shared by the multiple processing units of the computing environment in order to process the storage operand request. Further, a processing unit implementing the processing may further determine whether the storage operand request hits a private cache of the processing unit, and based on the storage operand request producing a hit in the private cache, may proceed with processing of a storage operand request, without performing the suppressing.
In one or more implementations, the storage operand request may be placed in a queue of storage operand requests where the storage operand request requires access to the common storage location shared by the multiple processing units of the computing environment. By way of example, the temporarily suppressing may include retaining the storage operand request in the queue of storage operand requests, for instance, in a load storage unit, until an instruction or operation of an instruction associated with the storage operand request is next to complete.
In addition, the facility may include a capability to identify the storage operand request as restrained. The identifying may include obtaining, by a processing unit an access intent instruction indicating an access intent associated with an operand of a next sequential instruction. The access intent may indicate usage of the storage operand request as restrained. In one or more implementations, the access intent instruction may be a next instruction access intent instruction, and the identifying of the storage operand request as restrained may include providing a restrain access intent code within the next instruction access intent instruction, as described further herein.
In one or more embodiments, the storage operand request is a speculative storage operand request associated with an instruction, or operation of an instruction, where an instruction may refer to an architect instruction, as in an instruction set architecture, and an operation of instruction may refer to a micro-operation, such as a component of an architected instruction that may be cracked.
The instruction is queued for execution 510, and the processing unit determines whether the instruction is ready to issue 515. If “no”, then the instruction remains in the queue 510. Otherwise, the instruction is issued to the execution unit. In this example, the instruction is assumed to include a storage operand request or access and is issued to the load store unit (LSU) 501.
In the example provided, LSU 501 determines the storage-operand address 530, and request the storage operand access from one or more local or private caches to the processing unit 535. The processing unit determines whether the request hits or misses the local cache(s) 540. If there is a cache hit, then the processing unit continues with standard instruction processing. However, if there is a cache miss, then the instruction is returned to the queue 510, and the storage operand request associated with the instruction is placed in a queue of storage operand requests for possible speculative performance.
In the implementation depicted, LSU 501 determines whether a next storage operand request in the queue of storage operand requests 545 is designated as restrained 550. If “no”, then the processing unit requests access to the storage hierarchy external from the processing unit, that is, requests access to a common storage location shared by multiple processing units of the computing environment. If the storage operand request is designated as restrained, then the processing unit determines whether the instruction, or operation of the instruction, associated with the request is next to complete (NTC) 555. If the corresponding instruction is next to complete in the queue of instructions for execution, then the processing unit sends an access query to the storage hierarchy external to the processing unit. Otherwise, the storage operand request is returned to the queue of storage operand requests 545 to temporarily suppress the storage operand request. The suppressing continues until the instruction (or operation) associated with the request is next to complete, at which point, the request results in a query to the storage hierarchy external to the processing unit for access to the desired common storage location.
One embodiment of an instruction format which may be used in accordance with one or more embodiments of the present invention is described below with reference to
For this instruction format, the term primary-access operand means the lowest numbered storage operand of an instruction. Similarly, the term secondary-access operand means the next lowest numbered storage operand of the instruction. These terms do not have the same meaning as the terms first operand and second operand, even though there may be some correlation.
Subject to the controls in the I1 603 and I2 604 fields, the CPU is signaled to future access intent for either or both the primary-access and the secondary-access operands of the next sequential instruction. The next sequential instruction may be the instruction retrieved and executed after the NIAI instruction. The I1 603 field may contain a code to signal the CPU the access intent for the primary-access operand of the next sequential instruction. The I2 604 field may contain a code to signal the CPU the access intent for the secondary-access operand of the next sequential instruction. When the next sequential instruction has only a single storage operand, the I2 604 field may be ignored.
One embodiment of an instruction format may include a single access intent field. Another embodiment of an instruction format may include two access intent fields. Another embodiment of instruction format may include multiple access intent fields. Still another embodiment of instruction format may include a field or operand that contains a value specifying the number of subsequent next sequential instructions. The access intent control fields I1 603 and I2 604 may have format 610 such as depicted in
In accordance with one or more aspects of the present invention, if the access intent control fields contain a “restrained” value, e.g., a value 4, then the corresponding operand reference of the next sequential instruction is for a common storage area in a multiprocessing environment. If the processing of the operand cannot be accomplished using only the CPU's local (or private) cache levels, then it is recommended that the CPU defer any queries to the external storage hierarchy until after any instructions prior to the next sequential instruction have completed processing. Advantageously, the restrained access intent value for the next instruction access intent instruction may be used to avoid speculative requests to storage locations highly contested throughout the configuration, thereby reducing unnecessary operations in the storage subsystem.
Depending on the model of the CPU, the CPU may not necessarily recognize all the access intents for an operand. For access intents that are not recognized by the CPU, the instruction may act as a no operation. A no operation is when an instruction does not actually perform an operation. Further, the next instruction access intent instruction may only affect subsequent instructions operand accesses, and it may, for instance, not affect subsequent instruction fetches.
In one or more embodiments, it is anticipated that a program may or may not use the access-intent value with corresponding storage operands that may cross one or more cache line boundaries.
Further, if an interrupt occurs after the execution of the next instruction access intent, and before the execution of the next sequential instruction, than the next instruction access intent may act as no operation and the specified access intent is ignored.
In one or more implementations, the restrained access intent value may be used with the primary-access operand, as specified by the I1 field.
One embodiment of a flow diagram according to an embodiment is described with reference to
In one embodiment, processing unit behavior controlled is described herein to selectively suppress processing of a storage operand request where the storage operand request is determined or identified to be restrained by a program using, for instance, the access intent instruction. Identifying the storage operand request as restrained may be accomplished, as noted above, in one or more implementations, utilizing a designated access intent code in one or more of the control fields of the access intent instruction.
More particularly, by specifying the access intent value noted herein, speculative queries to storage hierarchy external to a CPU's local cache levels for a symbolic address CNTR (which, for instance, is a storage location for a counter shared among multiple CPU's in a configuration) may be provided. If a query to the storage hierarchy external to the CPU's local cache levels is required to process CNTR, then the query is deferred until instructions prior to an instruction, or operation of an instruction, associated with the request have completed processing. When the number of queries among multiple CPU's for the CNTR is minimized, the time required by each CPU to update CNTR is also minimized.
Referring to
The temporarily suppressing may include suppressing processing of the storage operand request where the storage operand request requires access to the common storage location shared by the multiple processing units of the computing environment in order to process the storage operand request (805). Further, where the processing is performed by a processing unit, the processing unit may further determine whether the storage operand request hits a private cache of the processing unit, and based on the storage operand request producing a hit in the private cache, may proceed with processing of the storage operand request, without performing the suppressing (810).
In addition, the suppressing may include suppressing processing of a storage operand request until an instruction, or an operation of an instruction, associated with the storage operand request is next to complete (815). This may include, for instance, placing the storage operand request in a queue of storage operand requests where the storage operand request requires access to the common storage location shared by the multiple processing units of the computing environment (820). By way of example, the temporarily suppressing may include retaining the storage operand request in the queue of storage operand requests until an instruction, or an operation of an instruction, associated with the storage operand request is next to complete (825).
In one or more implementations, facilitating processing may further include identifying the storage operand request as restrained (830). The identifying may include obtaining, by a processing unit, an access intent instruction indicating an access intent associated with an operand of a next sequential instruction. The access intent indication may indicate usage of the storage operand request is restrained (830). For instance, the access intent instruction may be a next instruction access intent instruction, and identifying the storage operand request as restrained may include providing a restrained access intent code within the next instruction access intent instruction (835).
In one or more implementations, the storage operand request may be a speculative storage operand request associated with an instruction or an operation of an instruction (840).
Another embodiment of a computing environment to incorporate and use one or more aspects is described with reference to
Native central processing unit 902 includes one or more native registers 910, such as one or more general purpose registers and/or one or more special purpose registers used during processing within the environment. These registers include information that represent the state of the environment at any particular point in time.
Moreover, native central processing unit 902 executes instructions and code that are stored in memory 904. In one particular example, the central processing unit executes emulator code 912 stored in memory 904. This code enables the computing environment configured in one architecture to emulate another architecture. For instance, emulator code 912 allows machines based on architectures other than the z/Architecture, such as PowerPC processors, pSeries servers, HP Superdome servers or others, to emulate the z/Architecture and to execute software and instructions developed based on the z/Architecture.
Further details relating to emulator code 912 are described with reference to
Further, emulator code 912 includes an emulation control routine 960 to cause the native instructions to be executed. Emulation control routine 960 may cause native CPU 902 to execute a routine of native instructions that emulate one or more previously obtained guest instructions and, at the conclusion of such execution, return control to the instruction fetch routine to emulate the obtaining of the next guest instruction or a group of guest instructions. Execution of the native instructions 956 may include loading data into a register from memory 904; storing data back to memory from a register; or performing some type of arithmetic or logic operation, as determined by the translation routine.
Each routine is, for instance, implemented in software, which is stored in memory and executed by native central processing unit 902. In other examples, one or more of the routines or operations are implemented in firmware, hardware, software or some combination thereof. The registers of the emulated processor may be emulated using registers 910 of the native CPU or by using locations in memory 904. In embodiments, guest instructions 950, native instructions 956 and emulator code 912 may reside in the same memory or may be disbursed among different memory devices.
As used herein, firmware includes, e.g., the microcode, millicode and/or macrocode of the processor. The term includes, for instance, the hardware-level instructions and/or data structures used in implementation of higher level machine code. In one embodiment, firmware may include, for instance, proprietary code that is typically delivered as microcode that includes trusted software or microcode specific to the underlying hardware and controls operating system access to the system hardware.
A guest instruction 950 that is obtained, translated and executed is, for instance, one or more of the instructions described herein. The instruction, which is of one architecture (e.g., the z/Architecture), is fetched from memory, translated and represented as a sequence of native instructions 956 of another architecture (e.g., PowerPC, pSeries, Intel, etc.). These native instructions may then be executed.
Although various examples are provided, variations are possible without departing from a spirit of the claimed aspects. For example, values that are included in registers and/or fields used by the instruction may, in other embodiments, be in other locations, such as memory locations, etc. Many other variations are possible.
One or more aspects may relate to cloud computing.
It is understood in advance that although this disclosure includes a detailed description on cloud computing, implementation of the teachings recited herein are not limited to a cloud computing environment. Rather, embodiments of the present invention are capable of being implemented in conjunction with any other type of computing environment now known or later developed.
Cloud computing is a model of service delivery for enabling convenient, on-demand network access to a shared pool of configurable computing resources (e.g. networks, network bandwidth, servers, processing, memory, storage, applications, virtual machines, and services) that can be rapidly provisioned and released with minimal management effort or interaction with a provider of the service. This cloud model may include at least five characteristics, at least three service models, and at least four deployment models.
Characteristics are as follows:
On-demand self-service: a cloud consumer can unilaterally provision computing capabilities, such as server time and network storage, as needed automatically without requiring human interaction with the service's provider.
Broad network access: capabilities are available over a network and accessed through standard mechanisms that promote use by heterogeneous thin or thick client platforms (e.g., mobile phones, laptops, and PDAs).
Resource pooling: the provider's computing resources are pooled to serve multiple consumers using a multi-tenant model, with different physical and virtual resources dynamically assigned and reassigned according to demand. There is a sense of location independence in that the consumer generally has no control or knowledge over the exact location of the provided resources but may be able to specify location at a higher level of abstraction (e.g., country, state, or datacenter).
Rapid elasticity: capabilities can be rapidly and elastically provisioned, in some cases automatically, to quickly scale out and rapidly released to quickly scale in. To the consumer, the capabilities available for provisioning often appear to be unlimited and can be purchased in any quantity at any time.
Measured service: cloud systems automatically control and optimize resource use by leveraging a metering capability at some level of abstraction appropriate to the type of service (e.g., storage, processing, bandwidth, and active user accounts). Resource usage can be monitored, controlled, and reported providing transparency for both the provider and consumer of the utilized service.
Service Models are as follows:
Software as a Service (SaaS): the capability provided to the consumer is to use the provider's applications running on a cloud infrastructure. The applications are accessible from various client devices through a thin client interface such as a web browser (e.g., web-based email). The consumer does not manage or control the underlying cloud infrastructure including network, servers, operating systems, storage, or even individual application capabilities, with the possible exception of limited user-specific application configuration settings.
Platform as a Service (PaaS): the capability provided to the consumer is to deploy onto the cloud infrastructure consumer-created or acquired applications created using programming languages and tools supported by the provider. The consumer does not manage or control the underlying cloud infrastructure including networks, servers, operating systems, or storage, but has control over the deployed applications and possibly application hosting environment configurations.
Infrastructure as a Service (IaaS): the capability provided to the consumer is to provision processing, storage, networks, and other fundamental computing resources where the consumer is able to deploy and run arbitrary software, which can include operating systems and applications. The consumer does not manage or control the underlying cloud infrastructure but has control over operating systems, storage, deployed applications, and possibly limited control of select networking components (e.g., host firewalls).
Deployment Models are as follows:
Private cloud: the cloud infrastructure is operated solely for an organization. It may be managed by the organization or a third party and may exist on-premises or off-premises.
Community cloud: the cloud infrastructure is shared by several organizations and supports a specific community that has shared concerns (e.g., mission, security requirements, policy, and compliance considerations). It may be managed by the organizations or a third party and may exist on-premises or off-premises.
Public cloud: the cloud infrastructure is made available to the general public or a large industry group and is owned by an organization selling cloud services.
Hybrid cloud: the cloud infrastructure is a composition of two or more clouds (private, community, or public) that remain unique entities but are bound together by standardized or proprietary technology that enables data and application portability (e.g., cloud bursting for loadbalancing between clouds).
A cloud computing environment is service oriented with a focus on statelessness, low coupling, modularity, and semantic interoperability. At the heart of cloud computing is an infrastructure comprising a network of interconnected nodes. One such node is node 10 depicted in
Computing node 10 is only one example of a suitable cloud computing node and is not intended to suggest any limitation as to the scope of use or functionality of embodiments of the invention described herein. Regardless, cloud computing node 10 is capable of being implemented and/or performing any of the functionality set forth hereinabove.
Referring now to
Referring now to
Hardware and software layer 60 includes hardware and software components. Examples of hardware components include mainframes 61; RISC (Reduced Instruction Set Computer) architecture based servers 62; servers 63; blade servers 64; storage devices 65; and networks and networking components 66. In some embodiments, software components include network application server software 67 and database software 68.
Virtualization layer 70 provides an abstraction layer from which the following examples of virtual entities may be provided: virtual servers 71; virtual storage 72; virtual networks 73, including virtual private networks; virtual applications and operating systems 74; and virtual clients 75.
In one example, management layer 80 may provide the functions described below. Resource provisioning 81 provides dynamic procurement of computing resources and other resources that are utilized to perform tasks within the cloud computing environment. Metering and Pricing 82 provide cost tracking as resources are utilized within the cloud computing environment, and billing or invoicing for consumption of these resources. In one example, these resources may comprise application software licenses. Security provides identity verification for cloud consumers and tasks, as well as protection for data and other resources. User portal 83 provides access to the cloud computing environment for consumers and system administrators. Service level management 84 provides cloud computing resource allocation and management such that required service levels are met. Service Level Agreement (SLA) planning and fulfillment 85 provide pre-arrangement for, and procurement of, cloud computing resources for which a future requirement is anticipated in accordance with an SLA.
Workloads layer 90 provides examples of functionality for which the cloud computing environment may be utilized. Examples of workloads and functions which may be provided from this layer include: mapping and navigation 91; software development and lifecycle management 92; virtual classroom education delivery 93; data analytics processing 94; transaction processing 95; and instruction processing 96.
The present invention may be a system, a method, and/or a computer program product at any possible technical detail level of integration. The computer program product may include a computer readable storage medium (or media) having computer readable program instructions thereon for causing a processor to carry out aspects of the present invention.
The computer readable storage medium can be a tangible device that can retain and store instructions for use by an instruction execution device. The computer readable storage medium may be, for example, but is not limited to, an electronic storage device, a magnetic storage device, an optical storage device, an electromagnetic storage device, a semiconductor storage device, or any suitable combination of the foregoing. A non-exhaustive list of more specific examples of the computer readable storage medium includes the following: a portable computer diskette, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or Flash memory), a static random access memory (SRAM), a portable compact disc read-only memory (CD-ROM), a digital versatile disk (DVD), a memory stick, a floppy disk, a mechanically encoded device such as punch-cards or raised structures in a groove having instructions recorded thereon, and any suitable combination of the foregoing. A computer readable storage medium, as used herein, is not to be construed as being transitory signals per se, such as radio waves or other freely propagating electromagnetic waves, electromagnetic waves propagating through a waveguide or other transmission media (e.g., light pulses passing through a fiber-optic cable), or electrical signals transmitted through a wire.
Computer readable program instructions described herein can be downloaded to respective computing/processing devices from a computer readable storage medium or to an external computer or external storage device via a network, for example, the Internet, a local area network, a wide area network and/or a wireless network. The network may comprise copper transmission cables, optical transmission fibers, wireless transmission, routers, firewalls, switches, gateway computers and/or edge servers. A network adapter card or network interface in each computing/processing device receives computer readable program instructions from the network and forwards the computer readable program instructions for storage in a computer readable storage medium within the respective computing/processing device.
Computer readable program instructions for carrying out operations of the present invention may be assembler instructions, instruction-set-architecture (ISA) instructions, machine instructions, machine dependent instructions, microcode, firmware instructions, state-setting data, configuration data for integrated circuitry, or either source code or object code written in any combination of one or more programming languages, including an object oriented programming language such as Smalltalk, C++, or the like, and procedural programming languages, such as the “C” programming language or similar programming languages. The computer readable program instructions may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the latter scenario, the remote computer may be connected to the user's computer through any type of network, including a local area network (LAN) or a wide area network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet Service Provider). In some embodiments, electronic circuitry including, for example, programmable logic circuitry, field-programmable gate arrays (FPGA), or programmable logic arrays (PLA) may execute the computer readable program instructions by utilizing state information of the computer readable program instructions to personalize the electronic circuitry, in order to perform aspects of the present invention.
Aspects of the present invention are described herein with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each block of the flowchart illustrations and/or block diagrams, and combinations of blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer readable program instructions.
These computer readable program instructions may be provided to a processor of a general purpose computer, special purpose computer, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions/acts specified in the flowchart and/or block diagram block or blocks. These computer readable program instructions may also be stored in a computer readable storage medium that can direct a computer, a programmable data processing apparatus, and/or other devices to function in a particular manner, such that the computer readable storage medium having instructions stored therein comprises an article of manufacture including instructions which implement aspects of the function/act specified in the flowchart and/or block diagram block or blocks.
The computer readable program instructions may also be loaded onto a computer, other programmable data processing apparatus, or other device to cause a series of operational steps to be performed on the computer, other programmable apparatus or other device to produce a computer implemented process, such that the instructions which execute on the computer, other programmable apparatus, or other device implement the functions/acts specified in the flowchart and/or block diagram block or blocks.
The flowchart and block diagrams in the Figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods, and computer program products according to various embodiments of the present invention. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of instructions, which comprises one or more executable instructions for implementing the specified logical function(s). In some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems that perform the specified functions or acts or carry out combinations of special purpose hardware and computer instructions.
In addition to the above, one or more aspects may be provided, offered, deployed, managed, serviced, etc. by a service provider who offers management of customer environments. For instance, the service provider can create, maintain, support, etc. computer code and/or a computer infrastructure that performs one or more aspects for one or more customers. In return, the service provider may receive payment from the customer under a subscription and/or fee agreement, as examples. Additionally or alternatively, the service provider may receive payment from the sale of advertising content to one or more third parties.
In one aspect, an application may be deployed for performing one or more embodiments. As one example, the deploying of an application comprises providing computer infrastructure operable to perform one or more embodiments.
As a further aspect, a computing infrastructure may be deployed comprising integrating computer readable code into a computing system, in which the code in combination with the computing system is capable of performing one or more embodiments.
As yet a further aspect, a process for integrating computing infrastructure comprising integrating computer readable code into a computer system may be provided. The computer system comprises a computer readable medium, in which the computer medium comprises one or more embodiments. The code in combination with the computer system is capable of performing one or more embodiments.
Although various embodiments are described above, these are only examples. For example, computing environments of other architectures can be used to incorporate and use one or more embodiments. Further, different instructions, instruction formats, instruction fields and/or instruction values may be used. Many variations are possible.
Further, other types of computing environments can benefit and be used. As an example, a data processing system suitable for storing and/or executing program code is usable that includes at least two processors coupled directly or indirectly to memory elements through a system bus. The memory elements include, for instance, local memory employed during actual execution of the program code, bulk storage, and cache memory which provide temporary storage of at least some program code in order to reduce the number of times code must be retrieved from bulk storage during execution.
Input/Output or I/O devices (including, but not limited to, keyboards, displays, pointing devices, DASD, tape, CDs, DVDs, thumb drives and other memory media, etc.) can be coupled to the system either directly or through intervening I/O controllers. Network adapters may also be coupled to the system to enable the data processing system to become coupled to other data processing systems or remote printers or storage devices through intervening private or public networks. Modems, cable modems, and Ethernet cards are just a few of the available types of network adapters.
The terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting. As used herein, the singular forms “a”, “an” and “the” are intended to include the plural forms as well, unless the context clearly indicates otherwise. It will be further understood that the terms “comprises” and/or “comprising”, when used in this specification, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components and/or groups thereof.
The corresponding structures, materials, acts, and equivalents of all means or step plus function elements in the claims below, if any, are intended to include any structure, material, or act for performing the function in combination with other claimed elements as specifically claimed. The description of one or more embodiments has been presented for purposes of illustration and description, but is not intended to be exhaustive or limited to in the form disclosed. Many modifications and variations will be apparent to those of ordinary skill in the art. The embodiment was chosen and described in order to best explain various aspects and the practical application, and to enable others of ordinary skill in the art to understand various embodiments with various modifications as are suited to the particular use contemplated.
| Number | Date | Country | |
|---|---|---|---|
| Parent | 16561352 | Sep 2019 | US |
| Child | 17117299 | US | |
| Parent | 15404254 | Jan 2017 | US |
| Child | 16561352 | US |
