IN2013CH00165A - - Google Patents

Info

Publication number
IN2013CH00165A
IN2013CH00165A IN165CH2013A IN2013CH00165A IN 2013CH00165 A IN2013CH00165 A IN 2013CH00165A IN 165CH2013 A IN165CH2013 A IN 165CH2013A IN 2013CH00165 A IN2013CH00165 A IN 2013CH00165A
Authority
IN
India
Prior art keywords
workloads
system uses
goals
wppi
profiler
Prior art date
Application number
Inventor
Zhu Qian
Tung Teresa
Original Assignee
Accenture Global Services Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Accenture Global Services Ltd filed Critical Accenture Global Services Ltd
Publication of IN2013CH00165A publication Critical patent/IN2013CH00165A/en

Links

Classifications

    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/2866—Architectures; Arrangements
    • H04L67/30—Profiles
    • H04L67/303—Terminal profiles
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5005—Allocation of resources, e.g. of the central processing unit [CPU] to service a request
    • G06F9/5011—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resources being hardware resources other than CPUs, Servers and Terminals
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/48—Program initiating; Program switching, e.g. by interrupt
    • G06F9/4806—Task transfer initiation or dispatching
    • G06F9/4843—Task transfer initiation or dispatching by program, e.g. task dispatcher, supervisor, operating system
    • G06F9/4881—Scheduling strategies for dispatcher, e.g. round robin, multi-level priority queues
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5061—Partitioning or combining of resources
    • G06F9/5072—Grid computing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5061—Partitioning or combining of resources
    • G06F9/5077—Logical partitioning of resources; Management or configuration of virtualized resources
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5083—Techniques for rebalancing the load in a distributed system
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
    • H04L43/0876—Network utilisation, e.g. volume of load or congestion level
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
    • H04L43/0876—Network utilisation, e.g. volume of load or congestion level
    • H04L43/0882—Utilisation of link capacity
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L47/00—Traffic control in data switching networks
    • H04L47/70—Admission control; Resource allocation
    • H04L47/76—Admission control; Resource allocation using dynamic resource allocation, e.g. in-call renegotiation requested by the user or requested by the network in response to changing network conditions
    • H04L47/762—Admission control; Resource allocation using dynamic resource allocation, e.g. in-call renegotiation requested by the user or requested by the network in response to changing network conditions triggered by the network
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L47/00—Traffic control in data switching networks
    • H04L47/70—Admission control; Resource allocation
    • H04L47/80—Actions related to the user profile or the type of traffic
    • H04L47/805—QOS or priority aware
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L47/00—Traffic control in data switching networks
    • H04L47/70—Admission control; Resource allocation
    • H04L47/83—Admission control; Resource allocation based on usage prediction
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/01—Protocols
    • H04L67/10—Protocols in which an application is distributed across nodes in the network
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/01—Protocols
    • H04L67/10—Protocols in which an application is distributed across nodes in the network
    • H04L67/1001—Protocols in which an application is distributed across nodes in the network for accessing one among a plurality of replicated servers
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/2866—Architectures; Arrangements
    • H04L67/30—Profiles
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2209/00—Indexing scheme relating to G06F9/00
    • G06F2209/50—Indexing scheme relating to G06F9/50
    • G06F2209/5019—Workload prediction
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5005—Allocation of resources, e.g. of the central processing unit [CPU] to service a request
    • G06F9/5027—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/14—Network analysis or design
    • H04L41/147—Network analysis or design for predicting network behaviour
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H04L43/06—Generation of reports
    • H04L43/062—Generation of reports related to network traffic
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H04L43/20—Arrangements for monitoring or testing data switching networks the monitoring system or the monitored elements being virtualised, abstracted or software-defined entities, e.g. SDN or NFV
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H04L43/50—Testing arrangements

Abstract

The workload profiler and performance interference (WPPI) system uses a test suite of recognized workloads, a resource estimation profiler and influence matrix to characterize un-profiled workloads, and affiliation rules to identify optimal and sub-optimal workload assignments to achieve consumer Quality of Service (QoS) guarantees and/or provider revenue goals. The WPPI system uses a performance interference model to forecast the performance impact to workloads of various consolidation schemes usable to achieve cloud provider and/or cloud consumer goals, and uses the test suite of recognized workloads, the resource estimation profiler and influence matrix, affiliation rules, and performance interference model to perform off-line modeling to determine the initial assignment selections and consolidation strategy to use to deploy the workloads. The WPPI system uses an online consolidation algorithm, offline models, and online monitoring to determine virtual machine to physical host assignments responsive to real-time conditions to meet cloud provider and/or cloud consumer goals.
IN165CH2013 2012-01-13 2013-01-11 IN2013CH00165A (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US13/350,309 US8732291B2 (en) 2012-01-13 2012-01-13 Performance interference model for managing consolidated workloads in QOS-aware clouds

Publications (1)

Publication Number Publication Date
IN2013CH00165A true IN2013CH00165A (en) 2015-07-31

Family

ID=47552898

Family Applications (1)

Application Number Title Priority Date Filing Date
IN165CH2013 IN2013CH00165A (en) 2012-01-13 2013-01-11

Country Status (5)

Country Link
US (4) US8732291B2 (en)
EP (1) EP2615803B1 (en)
CN (1) CN103383655B (en)
CA (1) CA2801473C (en)
IN (1) IN2013CH00165A (en)

Families Citing this family (278)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10346775B1 (en) * 2015-11-16 2019-07-09 Turbonomic, Inc. Systems, apparatus and methods for cost and performance-based movement of applications and workloads in a multiple-provider system
US11386371B2 (en) * 2009-06-26 2022-07-12 Turbonomic, Inc. Systems, apparatus and methods for cost and performance-based movement of applications and workloads in a multiple-provider system
US8793684B2 (en) * 2011-03-16 2014-07-29 International Business Machines Corporation Optimized deployment and replication of virtual machines
US9736065B2 (en) 2011-06-24 2017-08-15 Cisco Technology, Inc. Level of hierarchy in MST for traffic localization and load balancing
WO2013074116A1 (en) * 2011-11-18 2013-05-23 Empire Technology Development Llc Datacenter resource allocation
US8908698B2 (en) 2012-01-13 2014-12-09 Cisco Technology, Inc. System and method for managing site-to-site VPNs of a cloud managed network
US20130185729A1 (en) * 2012-01-13 2013-07-18 Rutgers, The State University Of New Jersey Accelerating resource allocation in virtualized environments using workload classes and/or workload signatures
US8930542B2 (en) * 2012-01-23 2015-01-06 International Business Machines Corporation Dynamically building a set of compute nodes to host the user's workload
KR101645524B1 (en) * 2012-02-25 2016-08-04 인텔 코포레이션 Method and apparatus for managing dynamic sharing of spectrum services
US9201704B2 (en) 2012-04-05 2015-12-01 Cisco Technology, Inc. System and method for migrating application virtual machines in a network environment
US9268587B2 (en) * 2012-04-13 2016-02-23 Empire Technology Development Llc Determining destination cloud system requirements
US9223634B2 (en) * 2012-05-02 2015-12-29 Cisco Technology, Inc. System and method for simulating virtual machine migration in a network environment
US8990826B2 (en) * 2012-06-06 2015-03-24 General Electric Company System and method for receiving analysis requests and configuring analytics systems
US20130339424A1 (en) * 2012-06-15 2013-12-19 Infosys Limited Deriving a service level agreement for an application hosted on a cloud platform
US9081610B2 (en) * 2012-06-18 2015-07-14 Hitachi, Ltd. Method and apparatus to maximize return on investment in hybrid cloud environment
US8775599B2 (en) * 2012-06-19 2014-07-08 Microsoft Corporation Multi-tenant middleware cloud service technology
US9323579B2 (en) * 2012-08-25 2016-04-26 Vmware, Inc. Resource allocation diagnosis on distributed computer systems
US9298512B2 (en) * 2012-08-25 2016-03-29 Vmware, Inc. Client placement in a computer network system using dynamic weight assignments on resource utilization metrics
US20140095716A1 (en) * 2012-09-28 2014-04-03 International Business Machines Corporation Maximizing resources in a multi-application processing environement
US10554505B2 (en) * 2012-09-28 2020-02-04 Intel Corporation Managing data center resources to achieve a quality of service
US9294362B2 (en) * 2012-10-22 2016-03-22 International Business Machines Corporation Adjusting quality of service in a cloud environment based on application usage
US10333820B1 (en) 2012-10-23 2019-06-25 Quest Software Inc. System for inferring dependencies among computing systems
US9111232B2 (en) * 2012-10-31 2015-08-18 Nec Laboratories America, Inc. Portable workload performance prediction for the cloud
US9773026B1 (en) * 2012-12-20 2017-09-26 EMC IP Holding Company LLC Calculation of system utilization
US20140207425A1 (en) * 2013-01-18 2014-07-24 Michael Yeung System, Method and Apparatus for Adaptive Virtualization
US9021262B2 (en) 2013-01-25 2015-04-28 Concurix Corporation Obfuscating trace data
US8954546B2 (en) 2013-01-25 2015-02-10 Concurix Corporation Tracing with a workload distributor
US9207969B2 (en) 2013-01-25 2015-12-08 Microsoft Technology Licensing, Llc Parallel tracing for performance and detail
CN104981782B (en) * 2013-02-01 2019-03-26 日本电气株式会社 For controlling system, the control model generating means of resource
US8924941B2 (en) 2013-02-12 2014-12-30 Concurix Corporation Optimization analysis using similar frequencies
US8997063B2 (en) 2013-02-12 2015-03-31 Concurix Corporation Periodicity optimization in an automated tracing system
US20130283281A1 (en) 2013-02-12 2013-10-24 Concurix Corporation Deploying Trace Objectives using Cost Analyses
US9367262B2 (en) * 2013-02-26 2016-06-14 Seagate Technology Llc Assigning a weighting to host quality of service indicators
JP6089783B2 (en) * 2013-02-27 2017-03-08 富士通株式会社 Control device, resource control program, and resource control method
US9043439B2 (en) 2013-03-14 2015-05-26 Cisco Technology, Inc. Method for streaming packet captures from network access devices to a cloud server over HTTP
US9665474B2 (en) 2013-03-15 2017-05-30 Microsoft Technology Licensing, Llc Relationships derived from trace data
GB2512051A (en) * 2013-03-18 2014-09-24 Ibm Robust service deployment
CN104111800B (en) 2013-04-18 2018-02-23 阿里巴巴集团控股有限公司 The I/O port dispatching method and its dispatching device of a kind of virtual disk
US9575874B2 (en) 2013-04-20 2017-02-21 Microsoft Technology Licensing, Llc Error list and bug report analysis for configuring an application tracer
US9602426B2 (en) 2013-06-21 2017-03-21 Microsoft Technology Licensing, Llc Dynamic allocation of resources while considering resource reservations
US9705816B2 (en) * 2013-07-09 2017-07-11 Korea Institute Of Science & Technology Information (Kisti) Method and apparatus for allocating resource reflecting adaptive evaluation in cloud computing for high-throughput computing
US20150019301A1 (en) * 2013-07-12 2015-01-15 Xerox Corporation System and method for cloud capability estimation for user application in black-box environments using benchmark-based approximation
US9461932B2 (en) * 2013-08-01 2016-10-04 International Business Machines Corporation Visually depicting resource utilization in a cloud computing environment
US20150052382A1 (en) * 2013-08-14 2015-02-19 Netapp, Inc. Failover methods and systems for a virtual machine environment
GB2517195A (en) * 2013-08-15 2015-02-18 Ibm Computer system productivity monitoring
US9727355B2 (en) * 2013-08-23 2017-08-08 Vmware, Inc. Virtual Hadoop manager
US9292415B2 (en) 2013-09-04 2016-03-22 Microsoft Technology Licensing, Llc Module specific tracing in a shared module environment
CN103595763B (en) * 2013-10-15 2016-08-24 北京航空航天大学 resource scheduling processing method and device
US9331911B2 (en) * 2013-11-01 2016-05-03 International Business Machines Corporation Resizing resource allocation in a computing environment
WO2015071778A1 (en) 2013-11-13 2015-05-21 Concurix Corporation Application execution path tracing with configurable origin definition
US9727332B2 (en) * 2013-11-22 2017-08-08 International Business Machines Corporation Information technology resource management
US9729466B2 (en) * 2013-11-22 2017-08-08 International Business Machines Corporation Information technology resource management
US9417923B2 (en) 2013-12-17 2016-08-16 International Business Machines Corporation Optimization of workload placement
US10250451B1 (en) * 2014-01-13 2019-04-02 Cazena, Inc. Intelligent analytic cloud provisioning
CN104796274B (en) * 2014-01-21 2019-05-03 华为技术有限公司 The matching process and device of O&M operation
US9430360B2 (en) 2014-02-07 2016-08-30 Wipro Limited System and method for automatically testing performance of high-volume web navigation tree services
US20150244645A1 (en) * 2014-02-26 2015-08-27 Ca, Inc. Intelligent infrastructure capacity management
US9697049B2 (en) * 2014-03-27 2017-07-04 Hitachi, Ltd. Job scheduling apparatus and method based on island execution time
US9612878B2 (en) * 2014-03-31 2017-04-04 International Business Machines Corporation Resource allocation in job scheduling environment
US9800651B2 (en) * 2014-04-04 2017-10-24 Ca, Inc. Application-specific assessment of cloud hosting suitability
US11005738B1 (en) 2014-04-09 2021-05-11 Quest Software Inc. System and method for end-to-end response-time analysis
US9755858B2 (en) 2014-04-15 2017-09-05 Cisco Technology, Inc. Programmable infrastructure gateway for enabling hybrid cloud services in a network environment
US9473365B2 (en) 2014-05-08 2016-10-18 Cisco Technology, Inc. Collaborative inter-service scheduling of logical resources in cloud platforms
US10203746B2 (en) * 2014-05-30 2019-02-12 Apple Inc. Thermal mitigation using selective task modulation
US10095286B2 (en) 2014-05-30 2018-10-09 Apple Inc. Thermally adaptive quality-of-service
US10182129B1 (en) * 2014-06-19 2019-01-15 Amazon Technologies, Inc. Global optimization of a service-oriented system
US9998328B1 (en) * 2014-06-19 2018-06-12 Amazon Technologies, Inc. Service-oriented system optimization using client device relocation
US9998562B1 (en) 2014-06-19 2018-06-12 Amazon Technologies, Inc. Service-oriented system optimization using partial service relocation
GB2527788A (en) 2014-07-02 2016-01-06 Ibm Scheduling applications in a clustered computer system
US10122605B2 (en) 2014-07-09 2018-11-06 Cisco Technology, Inc Annotation of network activity through different phases of execution
US11474874B2 (en) * 2014-08-14 2022-10-18 Qubole, Inc. Systems and methods for auto-scaling a big data system
US9521089B2 (en) 2014-08-30 2016-12-13 International Business Machines Corporation Multi-layer QoS management in a distributed computing environment
US9984421B2 (en) 2014-09-05 2018-05-29 Hartford Fire Insurance Company System for claim data segmentation
US9378461B1 (en) 2014-09-26 2016-06-28 Oracle International Corporation Rule based continuous drift and consistency management for complex systems
US9825878B2 (en) 2014-09-26 2017-11-21 Cisco Technology, Inc. Distributed application framework for prioritizing network traffic using application priority awareness
US9253253B1 (en) 2014-09-26 2016-02-02 International Business Machines Corporation Techniques for assigning user workloads to application servers
US9800474B1 (en) * 2014-10-21 2017-10-24 Amazon Technologies, Inc. Inter service network communication optimization
EP3213548B1 (en) * 2014-10-30 2020-10-14 Assia Spe, Llc Method for providing performance and usage information for a wireless local area network
US10867264B2 (en) * 2014-10-31 2020-12-15 Xerox Corporation Methods and systems for estimating lag times in a cloud computing infrastructure
US10291493B1 (en) 2014-12-05 2019-05-14 Quest Software Inc. System and method for determining relevant computer performance events
WO2016105362A1 (en) * 2014-12-23 2016-06-30 Hewlett Packard Enterprise Development Lp Resource predictors indicative of predicted resource usage
US9853873B2 (en) 2015-01-10 2017-12-26 Cisco Technology, Inc. Diagnosis and throughput measurement of fibre channel ports in a storage area network environment
US10050862B2 (en) 2015-02-09 2018-08-14 Cisco Technology, Inc. Distributed application framework that uses network and application awareness for placing data
US9733987B2 (en) * 2015-02-20 2017-08-15 Intel Corporation Techniques to dynamically allocate resources of configurable computing resources
US10037617B2 (en) 2015-02-27 2018-07-31 Cisco Technology, Inc. Enhanced user interface systems including dynamic context selection for cloud-based networks
US10708342B2 (en) 2015-02-27 2020-07-07 Cisco Technology, Inc. Dynamic troubleshooting workspaces for cloud and network management systems
US9565687B2 (en) * 2015-03-19 2017-02-07 Qualcomm Incorporated Transmission of quality metrics in a wireless communication device
US9965309B2 (en) * 2015-03-23 2018-05-08 Empire Technology Development Llc Virtual machine placement
US9697045B2 (en) 2015-03-24 2017-07-04 International Business Machines Corporation Selecting resource allocation policies and resolving resource conflicts
US9900250B2 (en) 2015-03-26 2018-02-20 Cisco Technology, Inc. Scalable handling of BGP route information in VXLAN with EVPN control plane
US9699109B1 (en) * 2015-03-27 2017-07-04 Amazon Technologies, Inc. Assessing performance of networked computing environments
US10382534B1 (en) 2015-04-04 2019-08-13 Cisco Technology, Inc. Selective load balancing of network traffic
US9507636B2 (en) * 2015-04-20 2016-11-29 International Business Machines Corporation Resource management and allocation using history information stored in application's commit signature log
US10410155B2 (en) * 2015-05-01 2019-09-10 Microsoft Technology Licensing, Llc Automatic demand-driven resource scaling for relational database-as-a-service
US10476982B2 (en) 2015-05-15 2019-11-12 Cisco Technology, Inc. Multi-datacenter message queue
US10222986B2 (en) 2015-05-15 2019-03-05 Cisco Technology, Inc. Tenant-level sharding of disks with tenant-specific storage modules to enable policies per tenant in a distributed storage system
US10187260B1 (en) 2015-05-29 2019-01-22 Quest Software Inc. Systems and methods for multilayer monitoring of network function virtualization architectures
US11588783B2 (en) 2015-06-10 2023-02-21 Cisco Technology, Inc. Techniques for implementing IPV6-based distributed storage space
US10162767B2 (en) * 2015-06-27 2018-12-25 Mcafee, Llc Virtualized trusted storage
US9619261B2 (en) * 2015-06-29 2017-04-11 Vmware, Inc. Method and system for anticipating demand for a computational resource by containers running above guest operating systems within a distributed, virtualized computer system
US10034201B2 (en) 2015-07-09 2018-07-24 Cisco Technology, Inc. Stateless load-balancing across multiple tunnels
US10778765B2 (en) 2015-07-15 2020-09-15 Cisco Technology, Inc. Bid/ask protocol in scale-out NVMe storage
US9684562B2 (en) 2015-07-21 2017-06-20 International Business Machines Corporation Automatic serial starting of resource groups on failover based on the prediction of aggregate resource usage
US10073880B2 (en) 2015-08-06 2018-09-11 International Business Machines Corporation Vertical tuning of distributed analytics clusters
US10171341B2 (en) 2015-09-14 2019-01-01 International Business Machines Corporation Software defined storage stack problem diagnosis and optimization
US10200252B1 (en) 2015-09-18 2019-02-05 Quest Software Inc. Systems and methods for integrated modeling of monitored virtual desktop infrastructure systems
US9942631B2 (en) * 2015-09-25 2018-04-10 Intel Corporation Out-of-band platform tuning and configuration
US10373069B2 (en) * 2015-09-26 2019-08-06 Intel Corporation Technologies for platform-targeted machine learning
WO2017058657A1 (en) * 2015-09-28 2017-04-06 Evenroute, Llc Automatic qos optimization in network equipment
US10419580B2 (en) 2015-09-28 2019-09-17 Evenroute, Llc Automatic QoS optimization in network equipment
US10067780B2 (en) 2015-10-06 2018-09-04 Cisco Technology, Inc. Performance-based public cloud selection for a hybrid cloud environment
US11005682B2 (en) 2015-10-06 2021-05-11 Cisco Technology, Inc. Policy-driven switch overlay bypass in a hybrid cloud network environment
US10462136B2 (en) 2015-10-13 2019-10-29 Cisco Technology, Inc. Hybrid cloud security groups
US10990926B2 (en) * 2015-10-29 2021-04-27 International Business Machines Corporation Management of resources in view of business goals
US10523657B2 (en) 2015-11-16 2019-12-31 Cisco Technology, Inc. Endpoint privacy preservation with cloud conferencing
US20170147407A1 (en) * 2015-11-24 2017-05-25 International Business Machines Corporation System and method for prediciting resource bottlenecks for an information technology system processing mixed workloads
US10205677B2 (en) 2015-11-24 2019-02-12 Cisco Technology, Inc. Cloud resource placement optimization and migration execution in federated clouds
US10452442B2 (en) * 2015-11-27 2019-10-22 Huawei Technologies Co., Ltd. System and method for resource management
US10084703B2 (en) 2015-12-04 2018-09-25 Cisco Technology, Inc. Infrastructure-exclusive service forwarding
US10685306B2 (en) * 2015-12-07 2020-06-16 Sap Se Advisor generating multi-representations of time series data
US9892075B2 (en) 2015-12-10 2018-02-13 Cisco Technology, Inc. Policy driven storage in a microserver computing environment
EP3179699B1 (en) * 2015-12-11 2020-05-27 Alcatel Lucent A controller for a cloud based service in a telecommunications network, and a method of providing a cloud based service
US10367914B2 (en) 2016-01-12 2019-07-30 Cisco Technology, Inc. Attaching service level agreements to application containers and enabling service assurance
US9858107B2 (en) 2016-01-14 2018-01-02 International Business Machines Corporation Method and apparatus for resolving contention at the hypervisor level
US9965727B2 (en) 2016-01-14 2018-05-08 International Business Machines Corporation Method and apparatus for resolving contention in a computer system
EP3842943A1 (en) * 2016-01-18 2021-06-30 Huawei Technologies Co., Ltd. System and method for cloud workload provisioning
US9569277B1 (en) 2016-01-29 2017-02-14 International Business Machines Corporation Rebalancing virtual resources for virtual machines based on multiple resource capacities
US10146656B2 (en) * 2016-02-16 2018-12-04 Tata Consultancy Services Limited Service demand based performance prediction using a single workload
US10636065B2 (en) 2016-03-09 2020-04-28 Western Digital Technologies, Inc. Data storage device, method and system, and control of data storage device based on writing operations and lifetime
AU2017229792A1 (en) * 2016-03-10 2018-10-04 Velocity Technology Solutions, Inc. Systems and methods for management of cloud computing resources for information systems
US9836298B2 (en) * 2016-03-28 2017-12-05 Intel Corporation Deployment rule system
US10140172B2 (en) 2016-05-18 2018-11-27 Cisco Technology, Inc. Network-aware storage repairs
US10129177B2 (en) 2016-05-23 2018-11-13 Cisco Technology, Inc. Inter-cloud broker for hybrid cloud networks
CN107454007A (en) * 2016-06-01 2017-12-08 中兴通讯股份有限公司 A kind of processing method and processing device of gateway service
US20170351639A1 (en) 2016-06-06 2017-12-07 Cisco Technology, Inc. Remote memory access using memory mapped addressing among multiple compute nodes
US10664169B2 (en) 2016-06-24 2020-05-26 Cisco Technology, Inc. Performance of object storage system by reconfiguring storage devices based on latency that includes identifying a number of fragments that has a particular storage device as its primary storage device and another number of fragments that has said particular storage device as its replica storage device
US10824956B1 (en) * 2016-06-27 2020-11-03 EMC IP Holding Company LLC System and method for price estimation of reports before execution in analytics
US10042676B1 (en) * 2016-06-28 2018-08-07 Amazon Technologies, Inc. Capacity pool health index
US10255165B2 (en) * 2016-06-30 2019-04-09 International Business Machines Corporation Run time automatic workload tuning using customer profiling workload comparison
US10229041B2 (en) 2016-06-30 2019-03-12 International Business Machines Corporation Run time TPNS workload controls for test workload tuning in relation to customer profiling workload
US10346289B2 (en) * 2016-06-30 2019-07-09 International Business Machines Corporation Run time workload threshold alerts for customer profiling visualization
US9977728B2 (en) * 2016-06-30 2018-05-22 International Business Machines Corporation Visual test workload execution modeling
US10380010B2 (en) * 2016-06-30 2019-08-13 International Business Machines Corporation Run time and historical workload report scores for customer profiling visualization
US10230601B1 (en) * 2016-07-05 2019-03-12 Quest Software Inc. Systems and methods for integrated modeling and performance measurements of monitored virtual desktop infrastructure systems
US10659283B2 (en) 2016-07-08 2020-05-19 Cisco Technology, Inc. Reducing ARP/ND flooding in cloud environment
US10432532B2 (en) 2016-07-12 2019-10-01 Cisco Technology, Inc. Dynamically pinning micro-service to uplink port
US10263898B2 (en) 2016-07-20 2019-04-16 Cisco Technology, Inc. System and method for implementing universal cloud classification (UCC) as a service (UCCaaS)
US10382597B2 (en) 2016-07-20 2019-08-13 Cisco Technology, Inc. System and method for transport-layer level identification and isolation of container traffic
US10034407B2 (en) * 2016-07-22 2018-07-24 Intel Corporation Storage sled for a data center
US10142346B2 (en) 2016-07-28 2018-11-27 Cisco Technology, Inc. Extension of a private cloud end-point group to a public cloud
US10567344B2 (en) 2016-08-23 2020-02-18 Cisco Technology, Inc. Automatic firewall configuration based on aggregated cloud managed information
US11563695B2 (en) 2016-08-29 2023-01-24 Cisco Technology, Inc. Queue protection using a shared global memory reserve
US10606664B2 (en) 2016-09-07 2020-03-31 Qubole Inc. Heterogeneous auto-scaling big-data clusters in the cloud
US10467128B2 (en) 2016-09-08 2019-11-05 International Business Machines Corporation Measuring and optimizing test resources and test coverage effectiveness through run time customer profiling and analytics
US10353805B2 (en) 2016-09-14 2019-07-16 International Business Machines Corporation Using customer workload profiling and analytics to understand and visualize customer workload execution
US10621072B2 (en) 2016-09-14 2020-04-14 International Business Machines Corporation Using customer profiling and analytics to more accurately estimate and generate an agile bill of requirements and sprints for customer or test workload port
US10394701B2 (en) 2016-09-14 2019-08-27 International Business Machines Corporation Using run time and historical customer profiling and analytics to iteratively design, develop, test, tune, and maintain a customer-like test workload
CN109791505A (en) * 2016-10-05 2019-05-21 瑞典爱立信有限公司 The resource allocation of control in the data center
US10523592B2 (en) 2016-10-10 2019-12-31 Cisco Technology, Inc. Orchestration system for migrating user data and services based on user information
US10503548B2 (en) * 2016-10-11 2019-12-10 Microsoft Technology Licensing, Llc Resource and latency estimation-based scheduling in a distributed computing environment
US20180101404A1 (en) * 2016-10-11 2018-04-12 Microsoft Technology Licensing, Llc Resource and latency estimation-based scheduling
US10489215B1 (en) 2016-11-02 2019-11-26 Nutanix, Inc. Long-range distributed resource planning using workload modeling in hyperconverged computing clusters
US10592280B2 (en) * 2016-11-23 2020-03-17 Amazon Technologies, Inc. Resource allocation and scheduling for batch jobs
US11044162B2 (en) 2016-12-06 2021-06-22 Cisco Technology, Inc. Orchestration of cloud and fog interactions
US10326817B2 (en) 2016-12-20 2019-06-18 Cisco Technology, Inc. System and method for quality-aware recording in large scale collaborate clouds
US10334029B2 (en) 2017-01-10 2019-06-25 Cisco Technology, Inc. Forming neighborhood groups from disperse cloud providers
US11171854B2 (en) 2017-01-13 2021-11-09 International Business Machines Corporation Application workload prediction
US10545914B2 (en) 2017-01-17 2020-01-28 Cisco Technology, Inc. Distributed object storage
US10248469B2 (en) 2017-01-19 2019-04-02 International Business Machines Corporation Software based collection of performance metrics for allocation adjustment of virtual resources
CN108366082B (en) * 2017-01-26 2020-03-10 华为技术有限公司 Capacity expansion method and capacity expansion device
US10552191B2 (en) 2017-01-26 2020-02-04 Cisco Technology, Inc. Distributed hybrid cloud orchestration model
US10320683B2 (en) 2017-01-30 2019-06-11 Cisco Technology, Inc. Reliable load-balancer using segment routing and real-time application monitoring
US10671571B2 (en) 2017-01-31 2020-06-02 Cisco Technology, Inc. Fast network performance in containerized environments for network function virtualization
US20180227201A1 (en) * 2017-02-08 2018-08-09 International Business Machines Corporation System, method and computer program product for test-driven node selection for a distributed system
US10243823B1 (en) 2017-02-24 2019-03-26 Cisco Technology, Inc. Techniques for using frame deep loopback capabilities for extended link diagnostics in fibre channel storage area networks
US10713203B2 (en) 2017-02-28 2020-07-14 Cisco Technology, Inc. Dynamic partition of PCIe disk arrays based on software configuration / policy distribution
US10254991B2 (en) 2017-03-06 2019-04-09 Cisco Technology, Inc. Storage area network based extended I/O metrics computation for deep insight into application performance
WO2018170276A2 (en) * 2017-03-15 2018-09-20 Fauna, Inc. Methods and systems for a database
US11005731B2 (en) 2017-04-05 2021-05-11 Cisco Technology, Inc. Estimating model parameters for automatic deployment of scalable micro services
US10891156B1 (en) * 2017-04-26 2021-01-12 EMC IP Holding Company LLC Intelligent data coordination for accelerated computing in cloud environment
US20180316626A1 (en) * 2017-04-28 2018-11-01 Futurewei Technologies, Inc. Guided Optimistic Resource Scheduling
US10620930B2 (en) 2017-05-05 2020-04-14 Servicenow, Inc. Software asset management
WO2018207152A1 (en) * 2017-05-12 2018-11-15 Telefonaktiebolaget Lm Ericsson (Publ) Systems and methods for generation and automated usage of characterization metadata for application deployment and scaling
US11012316B2 (en) * 2017-05-23 2021-05-18 Vmware, Inc. Methods and apparatus to generate and manage workload domains in virtual server racks
US10649417B2 (en) * 2017-05-31 2020-05-12 Microsoft Technology Licensing, Llc Controlling tenant services based on tenant usage performance indicators
US10776146B2 (en) * 2017-06-07 2020-09-15 At&T Intellectual Property I, L.P. Policy driven automation system for customer care
US10439877B2 (en) 2017-06-26 2019-10-08 Cisco Technology, Inc. Systems and methods for enabling wide area multicast domain name system
US10382274B2 (en) 2017-06-26 2019-08-13 Cisco Technology, Inc. System and method for wide area zero-configuration network auto configuration
US10303534B2 (en) 2017-07-20 2019-05-28 Cisco Technology, Inc. System and method for self-healing of application centric infrastructure fabric memory
US10892940B2 (en) 2017-07-21 2021-01-12 Cisco Technology, Inc. Scalable statistics and analytics mechanisms in cloud networking
US10425288B2 (en) 2017-07-21 2019-09-24 Cisco Technology, Inc. Container telemetry in data center environments with blade servers and switches
US10601693B2 (en) 2017-07-24 2020-03-24 Cisco Technology, Inc. System and method for providing scalable flow monitoring in a data center fabric
US10541866B2 (en) 2017-07-25 2020-01-21 Cisco Technology, Inc. Detecting and resolving multicast traffic performance issues
US10572307B2 (en) * 2017-07-26 2020-02-25 Bank Of America Corportion System and method of training machine learning algorithm to satisfactorily allocate resources for task execution
US11288102B2 (en) * 2017-08-29 2022-03-29 Lenovo Enterprise Solutions (Singapore) Pte. Ltd. Modifying resources for composed systems based on resource models
US20190068466A1 (en) * 2017-08-30 2019-02-28 Intel Corporation Technologies for auto-discovery of fault domains
US10404596B2 (en) 2017-10-03 2019-09-03 Cisco Technology, Inc. Dynamic route profile storage in a hardware trie routing table
US10942666B2 (en) 2017-10-13 2021-03-09 Cisco Technology, Inc. Using network device replication in distributed storage clusters
US10353800B2 (en) 2017-10-18 2019-07-16 Cisco Technology, Inc. System and method for graph based monitoring and management of distributed systems
US10601672B2 (en) 2017-10-24 2020-03-24 Cisco Technology, Inc. Inter-tenant workload performance correlation and recommendation
US11481362B2 (en) 2017-11-13 2022-10-25 Cisco Technology, Inc. Using persistent memory to enable restartability of bulk load transactions in cloud databases
US10592283B2 (en) * 2017-11-21 2020-03-17 International Business Machines Corporation Collaborative distraction mitigation
US10620959B2 (en) 2017-12-01 2020-04-14 International Business Machines Corporation Optimized multi-processor instruction scheduler
US10565083B2 (en) * 2017-12-08 2020-02-18 Cisco Technology, Inc. Simulating hosted application performance
US10705882B2 (en) 2017-12-21 2020-07-07 Cisco Technology, Inc. System and method for resource placement across clouds for data intensive workloads
US10540194B2 (en) 2017-12-21 2020-01-21 International Business Machines Corporation Runtime GPU/CPU selection
CN108170531B (en) * 2017-12-26 2021-07-02 北京工业大学 Cloud data center request flow scheduling method based on deep belief network
CN108037979B (en) * 2017-12-26 2021-07-13 云南大学 Virtual machine performance degradation evaluation method based on Bayesian network containing hidden variables
US11595474B2 (en) 2017-12-28 2023-02-28 Cisco Technology, Inc. Accelerating data replication using multicast and non-volatile memory enabled nodes
US10642603B2 (en) 2018-01-16 2020-05-05 Nutanix, Inc. Scheduling upgrades in distributed computing systems
US11228489B2 (en) 2018-01-23 2022-01-18 Qubole, Inc. System and methods for auto-tuning big data workloads on cloud platforms
US11405329B1 (en) * 2018-02-20 2022-08-02 Amazon Technologies, Inc. Cloud resource placement
US10838647B2 (en) 2018-03-14 2020-11-17 Intel Corporation Adaptive data migration across disaggregated memory resources
US10511534B2 (en) 2018-04-06 2019-12-17 Cisco Technology, Inc. Stateless distributed load-balancing
WO2019193570A1 (en) * 2018-04-07 2019-10-10 Tata Consultancy Services Limited Batch jobs execution time prediction using distinct service demand of threads and instantaneous cpu utilization
US10838754B2 (en) 2018-04-27 2020-11-17 Nutanix, Inc. Virtualized systems having hardware interface services for controlling hardware
US10871922B2 (en) * 2018-05-22 2020-12-22 Pure Storage, Inc. Integrated storage management between storage systems and container orchestrators
US10728361B2 (en) 2018-05-29 2020-07-28 Cisco Technology, Inc. System for association of customer information across subscribers
US10872120B2 (en) 2018-05-31 2020-12-22 Vmware, Inc. Visualizing data center inventory and entity relationships
US10904322B2 (en) 2018-06-15 2021-01-26 Cisco Technology, Inc. Systems and methods for scaling down cloud-based servers handling secure connections
US10764266B2 (en) 2018-06-19 2020-09-01 Cisco Technology, Inc. Distributed authentication and authorization for rapid scaling of containerized services
US11019083B2 (en) 2018-06-20 2021-05-25 Cisco Technology, Inc. System for coordinating distributed website analysis
US10819571B2 (en) 2018-06-29 2020-10-27 Cisco Technology, Inc. Network traffic optimization using in-situ notification system
US10904342B2 (en) 2018-07-30 2021-01-26 Cisco Technology, Inc. Container networking using communication tunnels
CN109189547A (en) * 2018-08-01 2019-01-11 上海工程技术大学 The analogy method of Web service under a kind of evolution scene
CN109445903B (en) * 2018-09-12 2022-03-29 华南理工大学 Cloud computing energy-saving scheduling implementation method based on QoS feature discovery
US20200082316A1 (en) * 2018-09-12 2020-03-12 International Business Machines Corporation Cognitive handling of workload requests
US10768982B2 (en) 2018-09-19 2020-09-08 Oracle International Corporation Engine for reactive execution of massively concurrent heterogeneous accelerated scripted streaming analyses
US11249796B2 (en) * 2018-10-03 2022-02-15 Samsung Electronics Co., Ltd. Method and apparatus for enhanced assertion management in cloud media processing
US10671302B1 (en) 2018-10-26 2020-06-02 Pure Storage, Inc. Applying a rate limit across a plurality of storage systems
US10795690B2 (en) 2018-10-30 2020-10-06 Oracle International Corporation Automated mechanisms for ensuring correctness of evolving datacenter configurations
US10956221B2 (en) 2018-11-26 2021-03-23 International Business Machines Corporation Estimating resource requests for workloads to offload to host systems in a computing environment
US10877814B2 (en) * 2018-11-26 2020-12-29 International Business Machines Corporation Profiling workloads in host systems allocated to a cluster to determine adjustments to allocation of host systems to the cluster
US10841369B2 (en) 2018-11-26 2020-11-17 International Business Machines Corporation Determining allocatable host system resources to remove from a cluster and return to a host service provider
US10691500B1 (en) * 2018-12-07 2020-06-23 Virtustream Ip Holding Company Llc Modeling workloads using micro workloads representing normalized units of resource consumption metrics
US10680912B1 (en) * 2019-01-09 2020-06-09 International Business Machines Corporation Infrastructure resource provisioning using trace-based workload temporal analysis for high performance computing
US10715393B1 (en) 2019-01-18 2020-07-14 Goldman Sachs & Co. LLC Capacity management of computing resources based on time series analysis
US10892961B2 (en) 2019-02-08 2021-01-12 Oracle International Corporation Application- and infrastructure-aware orchestration for cloud monitoring applications
US11693708B2 (en) * 2019-04-24 2023-07-04 Netflix, Inc. Techniques for increasing the isolation of workloads within a multiprocessor instance
US11366697B2 (en) 2019-05-01 2022-06-21 EMC IP Holding Company LLC Adaptive controller for online adaptation of resource allocation policies for iterative workloads using reinforcement learning
US11144360B2 (en) 2019-05-31 2021-10-12 Qubole, Inc. System and method for scheduling and running interactive database queries with service level agreements in a multi-tenant processing system
US11429525B2 (en) * 2019-05-31 2022-08-30 Netflix, Inc. Reducing cache interference based on forecasted processor use
CN110162406B (en) * 2019-05-31 2023-01-17 东北大学 Performance guarantee-supporting operation mode virtual machine number evaluation method
US11704316B2 (en) 2019-05-31 2023-07-18 Qubole, Inc. Systems and methods for determining peak memory requirements in SQL processing engines with concurrent subtasks
WO2020252142A1 (en) * 2019-06-11 2020-12-17 Burlywood, Inc. Telemetry capture system for storage systems
US11327810B2 (en) * 2019-06-24 2022-05-10 Red Hat, Inc. Managing virtual machine memory balloon using time series predictive data
US11586474B2 (en) 2019-06-28 2023-02-21 EMC IP Holding Company LLC Adaptation of resource allocation for multiple workloads using interference effect of resource allocation of additional workloads on performance
US11327801B2 (en) 2019-08-29 2022-05-10 EMC IP Holding Company LLC Initialization of resource allocation for a workload characterized using a regression model
US11113171B2 (en) * 2019-08-29 2021-09-07 EMC IP Holding Company LLC Early-convergence detection for online resource allocation policies for iterative workloads
US11144443B2 (en) * 2019-09-09 2021-10-12 Microsoft Technology Licensing, Llc Optimization of workloads based on constraints
US11379266B2 (en) * 2019-09-10 2022-07-05 Salesforce.Com, Inc. Automatically identifying and right sizing instances
US20210081806A1 (en) * 2019-09-13 2021-03-18 Latent AI, Inc. Using a runtime engine to facilitate dynamic adaptation of deep neural networks for efficient processing
US11868810B2 (en) 2019-11-15 2024-01-09 EMC IP Holding Company LLC Resource adaptation using nonlinear relationship between system performance metric and resource usage
US11507425B2 (en) 2019-11-19 2022-11-22 Huawei Cloud Computing Technologies Co., Ltd. Compute instance provisioning based on usage of physical and virtual components
US11050677B2 (en) 2019-11-22 2021-06-29 Accenture Global Solutions Limited Enhanced selection of cloud architecture profiles
US11494229B2 (en) * 2019-11-25 2022-11-08 Google Llc Rule violation detection
JP7315026B2 (en) * 2019-12-09 2023-07-26 日本電信電話株式会社 Cloud service user requirement violation prevention device, user requirement violation prevention method and program
US11537440B2 (en) * 2019-12-19 2022-12-27 Hewlett Packard Enterprise Development Lp Infrastructure adaptive consistency level mechanism
US20210349764A1 (en) * 2020-05-05 2021-11-11 Acronis International Gmbh Systems and methods for optimized execution of program operations on cloud-based services
CN113986521A (en) * 2020-07-23 2022-01-28 中国联合网络通信集团有限公司 Deployment method and device of edge computing nodes
US11843522B2 (en) 2020-07-30 2023-12-12 Nokia Technologies Oy Machine learning model certification
US11481257B2 (en) 2020-07-30 2022-10-25 Accenture Global Solutions Limited Green cloud computing recommendation system
CN112073239B (en) * 2020-09-04 2022-04-22 天津大学 Distributed application performance prediction method for cloud computing environment
JP7191906B2 (en) * 2020-09-09 2022-12-19 株式会社日立製作所 RESOURCE ALLOCATION CONTROL DEVICE, COMPUTER SYSTEM, AND RESOURCE ALLOCATION CONTROL METHOD
US11797416B2 (en) 2020-09-25 2023-10-24 International Business Machines Corporation Detecting performance degradation in remotely deployed applications
US11704156B2 (en) 2020-12-06 2023-07-18 International Business Machines Corporation Determining optimal placements of workloads on multiple platforms as a service in response to a triggering event
US11693697B2 (en) * 2020-12-06 2023-07-04 International Business Machines Corporation Optimizing placements of workloads on multiple platforms as a service based on costs and service levels
US11366694B1 (en) 2020-12-06 2022-06-21 International Business Machines Corporation Estimating attributes of running workloads on platforms in a system of multiple platforms as a service
CN112882917B (en) * 2021-03-17 2023-05-12 云南师范大学 Virtual machine service quality dynamic prediction method based on Bayesian network migration
US11477275B1 (en) * 2021-05-10 2022-10-18 Microsoft Technology Licensing, Llc Techniques for deploying workloads on nodes in a cloud-computing environment
US11914980B2 (en) 2021-06-08 2024-02-27 Red Hat, Inc. Managing deployments of software programs to distributed computing environments
CN113254105B (en) * 2021-06-08 2023-03-24 北京字节跳动网络技术有限公司 Resource processing method and device, storage medium and electronic equipment
JP2023034553A (en) * 2021-08-31 2023-03-13 富士通株式会社 Service management device, service management method, and service management program
US20230121060A1 (en) * 2021-10-20 2023-04-20 EMC IP Holding Company LLC Systems and methods for workload placement based on subgraph similarity
US20230195528A1 (en) * 2021-12-20 2023-06-22 Intel Corporation Method and apparatus to perform workload management in a disaggregated computing system
US20230297405A1 (en) * 2022-03-15 2023-09-21 Clockwork Systems, Inc. Virtual device colocation determination using raw signal distance measurements
WO2024023977A1 (en) * 2022-07-27 2024-02-01 日本電信電話株式会社 Resource determination device, method, and program
CN115473901B (en) * 2022-11-15 2023-03-10 四川汉唐云分布式存储技术有限公司 Distributed computing power cluster intelligent scheduling method and device and computer equipment

Family Cites Families (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6578077B1 (en) * 1997-05-27 2003-06-10 Novell, Inc. Traffic monitoring tool for bandwidth management
US6938256B2 (en) * 2000-01-18 2005-08-30 Galactic Computing Corporation System for balance distribution of requests across multiple servers using dynamic metrics
EP1468524A1 (en) * 2002-01-22 2004-10-20 Siemens Medical Solutions Health Services Corporation System for estimating network traffic characteristics of executable software applications
US20050160423A1 (en) * 2002-12-16 2005-07-21 Bantz David F. Enabling a guest virtual machine in a windows environment for policy-based participation in grid computations
US20040122950A1 (en) * 2002-12-20 2004-06-24 Morgan Stephen Paul Method for managing workloads in an autonomic computer system for improved performance
GB2419697A (en) * 2004-10-29 2006-05-03 Hewlett Packard Development Co Virtual overlay infrastructures each having an infrastructure controller
US7707578B1 (en) * 2004-12-16 2010-04-27 Vmware, Inc. Mechanism for scheduling execution of threads for fair resource allocation in a multi-threaded and/or multi-core processing system
US8046765B2 (en) * 2006-07-25 2011-10-25 Hewlett-Packard Development Company, L.P. System and method for determining allocation of resource access demands to different classes of service based at least in part on permitted degraded performance
US7630314B2 (en) * 2006-12-05 2009-12-08 Latitue Broadband, Inc. Methods and systems for dynamic bandwidth management for quality of service in IP Core and access networks
JP4374378B2 (en) * 2006-12-21 2009-12-02 株式会社日立製作所 Operation performance evaluation apparatus, operation performance evaluation method, and program
US8239538B2 (en) * 2008-11-21 2012-08-07 Samsung Electronics Co., Ltd. Execution allocation cost assessment for computing systems and environments including elastic computing systems and environments
JP5352683B2 (en) * 2009-01-30 2013-11-27 ヒューレット−パッカード デベロップメント カンパニー エル．ピー． System and method for integrating capacity planning and workload management
US9693390B2 (en) * 2009-06-01 2017-06-27 Qualcomm Incorporated Techniques to manage a mobile device based on network density
US8914511B1 (en) * 2009-06-26 2014-12-16 VMTurbo, Inc. Managing resources in virtualization systems
US8612595B2 (en) * 2009-10-05 2013-12-17 Nokia Corporation Wireless resource sharing framework
US20110131307A1 (en) * 2009-12-01 2011-06-02 Telefonaktiebolaget Lm Ericsson (Publ) Method and node for applying a policy to a session based on a previously predicted session state
US8463900B2 (en) * 2010-02-02 2013-06-11 International Business Machines Corporation Systems and methods for using workload characteristics for sizing and placement for power-aware consolidation
US8464255B2 (en) * 2010-03-12 2013-06-11 Microsoft Corporation Managing performance interference effects on cloud computing servers
US8423998B2 (en) * 2010-06-04 2013-04-16 International Business Machines Corporation System and method for virtual machine multiplexing for resource provisioning in compute clouds
US8707300B2 (en) * 2010-07-26 2014-04-22 Microsoft Corporation Workload interference estimation and performance optimization
CN102004671B (en) * 2010-11-15 2013-03-13 北京航空航天大学 Resource management method of data center based on statistic model in cloud computing environment
US8775593B2 (en) * 2011-06-29 2014-07-08 International Business Machines Corporation Managing organizational computing resources in accordance with computing environment entitlement contracts
US8909785B2 (en) * 2011-08-08 2014-12-09 International Business Machines Corporation Smart cloud workload balancer
US9201706B2 (en) * 2013-03-11 2015-12-01 International Business Machines Corporation Minimizing workload migrations during cloud maintenance operations

Also Published As

Publication number Publication date
CA2801473A1 (en) 2013-07-13
EP2615803A2 (en) 2013-07-17
US20150229582A1 (en) 2015-08-13
US8732291B2 (en) 2014-05-20
US9026662B2 (en) 2015-05-05
US9344380B2 (en) 2016-05-17
CN103383655A (en) 2013-11-06
US20150012634A1 (en) 2015-01-08
US20160232036A1 (en) 2016-08-11
CN103383655B (en) 2017-10-03
CA2801473C (en) 2016-04-19
EP2615803A3 (en) 2015-12-30
EP2615803B1 (en) 2017-03-08
US20130185433A1 (en) 2013-07-18
US9588816B2 (en) 2017-03-07

Similar Documents

Publication Publication Date Title
IN2013CH00165A (en)
IN2015DN02823A (en)
Liu et al. Aggressive resource provisioning for ensuring QoS in virtualized environments
WO2014076447A3 (en) Monitoring and control of computer apparatus and virtual machine via a network
MY176486A (en) Automated test environment deployment with metric recommender for performance testing on iaas cloud
WO2014075108A3 (en) Forecasting system using machine learning and ensemble methods
MX340694B (en) Offloading virtual machine flows to physical queues.
GB2504224A (en) Dependency-based impact analysis using multidimensional models of software offerings
WO2015015297A3 (en) Profile-based sla guarantees under workload migration in a distributed cloud
WO2013151905A3 (en) Network virtual user risk control method and system
WO2013167085A3 (en) Traffic network division method based on grid mapping generation and configuration server
GB201204400D0 (en) Hardware characterization in virtual environments
GB2509013A (en) Rapid provisioning of virtual machines based on multi-dimensional user request patterns in a cloud
GB2492702A (en) Methods and apparatus for resource capacity evaluation in a system of virtual containers
WO2011106725A3 (en) Virtual machine power consumption measurement and management
JP2012523620A5 (en)
WO2014031454A3 (en) Transaction-level health monitoring of online services
WO2014022317A3 (en) Multi-level reservoir history matching
WO2015077564A3 (en) Weight generation in machine learning
WO2012173604A3 (en) Peak-performance-aware billing for cloud computing environment
GB0914831D0 (en) Method and apparatus for setting a secure communication path between virtual machines
JP2012252703A (en) Virtual machine monitoring system and monitoring method thereof
GB2519263A (en) Prioritized token based arbiter and method
WO2012114113A3 (en) Virtual power station
WO2011089514A3 (en) Power-saving diagnostic system