JP6457489B2 - Ｊａｖａヒープ使用量の季節的傾向把握、予想、異常検出、エンドポイント予測 - Google Patents

Ｊａｖａヒープ使用量の季節的傾向把握、予想、異常検出、エンドポイント予測 Download PDF

Info

Publication number
JP6457489B2
JP6457489B2 JP2016507618A JP2016507618A JP6457489B2 JP 6457489 B2 JP6457489 B2 JP 6457489B2 JP 2016507618 A JP2016507618 A JP 2016507618A JP 2016507618 A JP2016507618 A JP 2016507618A JP 6457489 B2 JP6457489 B2 JP 6457489B2
Authority
JP
Japan
Prior art keywords
stack
block
segment
sample
thread
Prior art date
Legal status (The legal status 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 status listed.)
Active
Application number
JP2016507618A
Other languages
English (en)
Japanese (ja)
Other versions
JP2016517984A (ja
JP2016517984A5 (enExample
Inventor
チャン，エリック・エス
アハド，ラフィウル
ゴネイミー，アデル
サントス，アドリアノ・コベロ
Original Assignee
オラクル・インターナショナル・コーポレイション
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 オラクル・インターナショナル・コーポレイション filed Critical オラクル・インターナショナル・コーポレイション
Publication of JP2016517984A publication Critical patent/JP2016517984A/ja
Publication of JP2016517984A5 publication Critical patent/JP2016517984A5/ja
Application granted granted Critical
Publication of JP6457489B2 publication Critical patent/JP6457489B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • 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
    • H04L41/50—Network service management, e.g. ensuring proper service fulfilment according to agreements
    • H04L41/5003—Managing SLA; Interaction between SLA and QoS
    • H04L41/5009—Determining service level performance parameters or violations of service level contracts, e.g. violations of agreed response time or mean time between failures [MTBF]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/008—Reliability or availability analysis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/07—Responding to the occurrence of a fault, e.g. fault tolerance
    • G06F11/0703—Error or fault processing not based on redundancy, i.e. by taking additional measures to deal with the error or fault not making use of redundancy in operation, in hardware, or in data representation
    • G06F11/0706—Error or fault processing not based on redundancy, i.e. by taking additional measures to deal with the error or fault not making use of redundancy in operation, in hardware, or in data representation the processing taking place on a specific hardware platform or in a specific software environment
    • G06F11/0715—Error or fault processing not based on redundancy, i.e. by taking additional measures to deal with the error or fault not making use of redundancy in operation, in hardware, or in data representation the processing taking place on a specific hardware platform or in a specific software environment in a system implementing multitasking
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/07—Responding to the occurrence of a fault, e.g. fault tolerance
    • G06F11/0703—Error or fault processing not based on redundancy, i.e. by taking additional measures to deal with the error or fault not making use of redundancy in operation, in hardware, or in data representation
    • G06F11/0706—Error or fault processing not based on redundancy, i.e. by taking additional measures to deal with the error or fault not making use of redundancy in operation, in hardware, or in data representation the processing taking place on a specific hardware platform or in a specific software environment
    • G06F11/0718—Error or fault processing not based on redundancy, i.e. by taking additional measures to deal with the error or fault not making use of redundancy in operation, in hardware, or in data representation the processing taking place on a specific hardware platform or in a specific software environment in an object-oriented system
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/07—Responding to the occurrence of a fault, e.g. fault tolerance
    • G06F11/0703—Error or fault processing not based on redundancy, i.e. by taking additional measures to deal with the error or fault not making use of redundancy in operation, in hardware, or in data representation
    • G06F11/0751—Error or fault detection not based on redundancy
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/07—Responding to the occurrence of a fault, e.g. fault tolerance
    • G06F11/0703—Error or fault processing not based on redundancy, i.e. by taking additional measures to deal with the error or fault not making use of redundancy in operation, in hardware, or in data representation
    • G06F11/0766—Error or fault reporting or storing
    • G06F11/0778—Dumping, i.e. gathering error/state information after a fault for later diagnosis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/07—Responding to the occurrence of a fault, e.g. fault tolerance
    • G06F11/0703—Error or fault processing not based on redundancy, i.e. by taking additional measures to deal with the error or fault not making use of redundancy in operation, in hardware, or in data representation
    • G06F11/079—Root cause analysis, i.e. error or fault diagnosis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/3003—Monitoring arrangements specially adapted to the computing system or computing system component being monitored
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/3003—Monitoring arrangements specially adapted to the computing system or computing system component being monitored
    • G06F11/3037—Monitoring arrangements specially adapted to the computing system or computing system component being monitored where the computing system component is a memory, e.g. virtual memory, cache
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G06F11/3409—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment for performance assessment
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G06F11/3452—Performance evaluation by statistical analysis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G06F11/3466—Performance evaluation by tracing or monitoring
    • G06F11/3471—Address tracing
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/10—File systems; File servers
    • G06F16/18—File system types
    • G06F16/182—Distributed file systems
    • G06F16/1824—Distributed file systems implemented using Network-attached Storage [NAS] architecture
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/21—Design, administration or maintenance of databases
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/22—Indexing; Data structures therefor; Storage structures
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/28—Databases characterised by their database models, e.g. relational or object models
    • G06F16/284—Relational databases
    • G06F16/285—Clustering or classification
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/455—Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
    • G06F9/45533—Hypervisors; Virtual machine monitors
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G06F11/3409—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment for performance assessment
    • G06F11/3419—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment for performance assessment by assessing time
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2201/00—Indexing scheme relating to error detection, to error correction, and to monitoring
    • G06F2201/865—Monitoring of software
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2201/00—Indexing scheme relating to error detection, to error correction, and to monitoring
    • G06F2201/88—Monitoring involving counting

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Quality & Reliability (AREA)
  • Databases & Information Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • Computer Hardware Design (AREA)
  • Computing Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Mathematical Physics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Probability & Statistics with Applications (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Debugging And Monitoring (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
JP2016507618A 2013-04-11 2014-04-08 Ｊａｖａヒープ使用量の季節的傾向把握、予想、異常検出、エンドポイント予測 Active JP6457489B2 (ja)

Applications Claiming Priority (13)

Application Number Priority Date Filing Date Title
US201361811102P 2013-04-11 2013-04-11
US201361811106P 2013-04-11 2013-04-11
US61/811,102 2013-04-11
US61/811,106 2013-04-11
US201361885424P 2013-10-01 2013-10-01
US61/885,424 2013-10-01
US14/109,546 US10205640B2 (en) 2013-04-11 2013-12-17 Seasonal trending, forecasting, anomaly detection, and endpoint prediction of java heap usage
US14/109,578 US9495395B2 (en) 2013-04-11 2013-12-17 Predictive diagnosis of SLA violations in cloud services by seasonal trending and forecasting with thread intensity analytics
US14/109,578 2013-12-17
US14/109,651 2013-12-17
US14/109,546 2013-12-17
US14/109,651 US9330119B2 (en) 2013-04-11 2013-12-17 Knowledge intensive data management system for business process and case management
PCT/US2014/033385 WO2014168981A1 (en) 2013-04-11 2014-04-08 Seasonal trending, forecasting, anomaly detection, and endpoint prediction of java heap usage

Publications (3)

Publication Number Publication Date
JP2016517984A JP2016517984A (ja) 2016-06-20
JP2016517984A5 JP2016517984A5 (enExample) 2017-04-27
JP6457489B2 true JP6457489B2 (ja) 2019-01-23

Family

ID=51687491

Family Applications (2)

Application Number Title Priority Date Filing Date
JP2016507618A Active JP6457489B2 (ja) 2013-04-11 2014-04-08 Ｊａｖａヒープ使用量の季節的傾向把握、予想、異常検出、エンドポイント予測
JP2016507640A Active JP6577455B2 (ja) 2013-04-11 2014-04-09 スレッド強度分析を用いた季節的傾向把握および予測によるクラウドサービスにおけるｓｌａ違反の予測的診断

Family Applications After (1)

Application Number Title Priority Date Filing Date
JP2016507640A Active JP6577455B2 (ja) 2013-04-11 2014-04-09 スレッド強度分析を用いた季節的傾向把握および予測によるクラウドサービスにおけるｓｌａ違反の予測的診断

Country Status (5)

Country Link
US (5) US9330119B2 (enExample)
EP (2) EP2984567B1 (enExample)
JP (2) JP6457489B2 (enExample)
CN (2) CN105144112B (enExample)
WO (2) WO2014168981A1 (enExample)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11093285B2 (en) 2016-05-09 2021-08-17 Oracle International Corporation Compression techniques for encoding stack trace information

Families Citing this family (236)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10740358B2 (en) 2013-04-11 2020-08-11 Oracle International Corporation Knowledge-intensive data processing system
US9330119B2 (en) 2013-04-11 2016-05-03 Oracle International Corporation Knowledge intensive data management system for business process and case management
US20140344450A1 (en) * 2013-05-08 2014-11-20 Connectloud, Inc. Method and Apparatus for Deterministic Cloud User Service Impact Reporting
US20140358626A1 (en) * 2013-06-04 2014-12-04 Hewlett-Packard Development Company, L.P. Assessing the impact of an incident in a service level agreement
GB2517195A (en) * 2013-08-15 2015-02-18 Ibm Computer system productivity monitoring
US9336138B2 (en) * 2013-08-30 2016-05-10 Verizon Patent And Licensing Inc. Method and apparatus for implementing garbage collection within a computing environment
US9317349B2 (en) 2013-09-11 2016-04-19 Dell Products, Lp SAN vulnerability assessment tool
US9454423B2 (en) * 2013-09-11 2016-09-27 Dell Products, Lp SAN performance analysis tool
US9720758B2 (en) 2013-09-11 2017-08-01 Dell Products, Lp Diagnostic analysis tool for disk storage engineering and technical support
US10223230B2 (en) 2013-09-11 2019-03-05 Dell Products, Lp Method and system for predicting storage device failures
US9390269B2 (en) 2013-09-30 2016-07-12 Globalfoundries Inc. Security testing using semantic modeling
WO2015078435A1 (de) 2013-11-28 2015-06-04 Björn Kersting Plattform-vorrichtung zur bereitstellung qualitativen schwarm-wissens
EP3074935A1 (de) * 2013-11-28 2016-10-05 Faulwetter, Patrick Plattform-vorrichtung zur bereitstellung quantitativen schwarm-wissens
CN104144202B (zh) * 2013-12-11 2016-05-04 腾讯科技（深圳）有限公司 Hadoop分布式文件系统的访问方法、系统和装置
CN104809051B (zh) * 2014-01-28 2017-11-14 国际商业机器公司 用于预测计算机应用中的异常和故障的方法和装置
US9665633B2 (en) * 2014-02-19 2017-05-30 Snowflake Computing, Inc. Data management systems and methods
US9791485B2 (en) 2014-03-10 2017-10-17 Silver Spring Networks, Inc. Determining electric grid topology via a zero crossing technique
US9436411B2 (en) 2014-03-28 2016-09-06 Dell Products, Lp SAN IP validation tool
US9401851B2 (en) * 2014-03-28 2016-07-26 Verizon Patent And Licensing Inc. Network management system
US9612878B2 (en) * 2014-03-31 2017-04-04 International Business Machines Corporation Resource allocation in job scheduling environment
US20150347212A1 (en) * 2014-05-28 2015-12-03 International Business Machines Corporation Error classification in a computing system
US9602462B2 (en) * 2014-09-11 2017-03-21 Infoblox Inc. Exponential moving maximum (EMM) filter for predictive analytics in network reporting
US9430355B2 (en) * 2014-09-18 2016-08-30 Sap Se System diagnostics with thread dump analysis
US9350732B1 (en) * 2014-11-07 2016-05-24 Elliptic Technologies Inc. Integrity protection for data storage
CN104506514A (zh) * 2014-12-18 2015-04-08 华东师范大学 一种基于hdfs的云存储访问控制方法
US11093845B2 (en) 2015-05-22 2021-08-17 Fair Isaac Corporation Tree pathway analysis for signature inference
US9917738B2 (en) * 2015-01-13 2018-03-13 Accenture Global Services Limited Intelligent device data router
US20160225652A1 (en) 2015-02-03 2016-08-04 Applied Materials, Inc. Low temperature chuck for plasma processing systems
US9836599B2 (en) * 2015-03-13 2017-12-05 Microsoft Technology Licensing, Llc Implicit process detection and automation from unstructured activity
JP6578685B2 (ja) * 2015-03-16 2019-09-25 富士通株式会社 関係推定方法、関係推定プログラムおよび情報処理装置
US10452450B2 (en) 2015-03-20 2019-10-22 International Business Machines Corporation Optimizing allocation of multi-tasking servers
US11443206B2 (en) 2015-03-23 2022-09-13 Tibco Software Inc. Adaptive filtering and modeling via adaptive experimental designs to identify emerging data patterns from large volume, high dimensional, high velocity streaming data
JP7064333B2 (ja) * 2015-03-23 2022-05-10 オラクル・インターナショナル・コーポレイション 知識集約型データ処理システム
US10467226B2 (en) * 2016-04-27 2019-11-05 Tibco Software Inc Method for in-database feature selection for high-dimensional inputs
US9774694B2 (en) * 2015-06-02 2017-09-26 Facebook, Inc. Server-side control of client-side data sampling
US10713140B2 (en) 2015-06-10 2020-07-14 Fair Isaac Corporation Identifying latent states of machines based on machine logs
US10248561B2 (en) 2015-06-18 2019-04-02 Oracle International Corporation Stateless detection of out-of-memory events in virtual machines
US11068827B1 (en) * 2015-06-22 2021-07-20 Wells Fargo Bank, N.A. Master performance indicator
US9710321B2 (en) * 2015-06-23 2017-07-18 Microsoft Technology Licensing, Llc Atypical reboot data collection and analysis
US10650325B2 (en) * 2015-07-31 2020-05-12 Microsoft Technology Licensing, Llc Deterministic message distribution
WO2017034527A1 (en) 2015-08-21 2017-03-02 Hewlett Packard Enterprise Development Lp Adjusting cloud-based execution environment by neural network
US10776357B2 (en) * 2015-08-26 2020-09-15 Infosys Limited System and method of data join and metadata configuration
US10284453B2 (en) * 2015-09-08 2019-05-07 Uber Technologies, Inc. System event analyzer and outlier visualization
US10664777B2 (en) * 2015-09-11 2020-05-26 Workfusion, Inc. Automated recommendations for task automation
US20170083920A1 (en) * 2015-09-21 2017-03-23 Fair Isaac Corporation Hybrid method of decision tree and clustering technology
US10437651B2 (en) * 2015-09-22 2019-10-08 International Business Machines Corporation Intelligent mapping of empirical data
US10033647B2 (en) * 2015-10-13 2018-07-24 Oracle International Corporation System and method for efficient network isolation and load balancing in a multi-tenant cluster environment
US9983933B2 (en) * 2015-10-15 2018-05-29 International Business Machines Corporation Accelerating system dump capturing
US10229368B2 (en) 2015-10-19 2019-03-12 International Business Machines Corporation Machine learning of predictive models using partial regression trends
US10360093B2 (en) * 2015-11-18 2019-07-23 Fair Isaac Corporation Detecting anomalous states of machines
US9612945B1 (en) * 2015-11-23 2017-04-04 Sap Se Call count profiling for estimation of relative hotness of function call frequency
US9537720B1 (en) * 2015-12-10 2017-01-03 International Business Machines Corporation Topology discovery for fault finding in virtual computing environments
US11715025B2 (en) 2015-12-30 2023-08-01 Nutanix, Inc. Method for forecasting distributed resource utilization in a virtualization environment
US10530714B2 (en) * 2016-02-29 2020-01-07 Oracle International Corporation Conditional automatic social posts
US10867421B2 (en) * 2016-02-29 2020-12-15 Oracle International Corporation Seasonal aware method for forecasting and capacity planning
US10331802B2 (en) 2016-02-29 2019-06-25 Oracle International Corporation System for detecting and characterizing seasons
US10885461B2 (en) 2016-02-29 2021-01-05 Oracle International Corporation Unsupervised method for classifying seasonal patterns
US10699211B2 (en) 2016-02-29 2020-06-30 Oracle International Corporation Supervised method for classifying seasonal patterns
CN107239377B (zh) * 2016-03-29 2021-02-26 阿里巴巴集团控股有限公司 获取Java虚拟机运行状态的方法和装置
US10289347B2 (en) 2016-04-26 2019-05-14 Servicenow, Inc. Detection and remediation of memory leaks
US10073906B2 (en) 2016-04-27 2018-09-11 Oracle International Corporation Scalable tri-point arbitration and clustering
WO2017196746A1 (en) * 2016-05-09 2017-11-16 Oracle International Corporation Memory usage determination techniques
US10198339B2 (en) 2016-05-16 2019-02-05 Oracle International Corporation Correlation-based analytic for time-series data
US10168953B1 (en) 2016-05-20 2019-01-01 Nutanix, Inc. Dynamic scheduling of distributed storage management tasks using predicted system characteristics
US10902324B2 (en) 2016-06-13 2021-01-26 Nutanix, Inc. Dynamic data snapshot management using predictive modeling
US10361925B1 (en) 2016-06-23 2019-07-23 Nutanix, Inc. Storage infrastructure scenario planning
US10353910B2 (en) * 2016-07-15 2019-07-16 Ebay Inc. Preemptive connection pool adjustments
US10223191B2 (en) * 2016-07-20 2019-03-05 International Business Machines Corporation Anomaly detection in performance management
CN106354627A (zh) * 2016-07-21 2017-01-25 努比亚技术有限公司 一种应用程序内存泄漏的检测方法及系统
CN106250302B (zh) * 2016-07-27 2018-10-23 北京合力思腾科技股份有限公司 数据预测分析方法及装置
US11120106B2 (en) 2016-07-30 2021-09-14 Endgame, Inc. Hardware—assisted system and method for detecting and analyzing system calls made to an operating system kernel
US10635563B2 (en) 2016-08-04 2020-04-28 Oracle International Corporation Unsupervised method for baselining and anomaly detection in time-series data for enterprise systems
US11082439B2 (en) 2016-08-04 2021-08-03 Oracle International Corporation Unsupervised method for baselining and anomaly detection in time-series data for enterprise systems
US10318405B2 (en) * 2016-08-24 2019-06-11 International Business Machines Corporation Applying consistent log levels to application log messages
EP3510747B1 (en) * 2016-09-09 2021-09-08 Microsoft Technology Licensing, LLC Automated performance debugging of production applications
US10326646B2 (en) 2016-09-15 2019-06-18 Oracle International Corporation Architectural design to enable bidirectional service registration and interaction among clusters
GB2556196A (en) * 2016-09-28 2018-05-23 Zensar Tech Limited An adaptive methodology framework system and method thereof
US10484301B1 (en) * 2016-09-30 2019-11-19 Nutanix, Inc. Dynamic resource distribution using periodicity-aware predictive modeling
CN107967265B (zh) * 2016-10-18 2022-02-11 华为技术有限公司 文件的访问方法、数据服务器和文件访问系统
US10691491B2 (en) 2016-10-19 2020-06-23 Nutanix, Inc. Adapting a pre-trained distributed resource predictive model to a target distributed computing environment
CN106776788B (zh) * 2016-11-24 2019-10-29 厦门普杰信息科技有限公司 一种基于dss框架的数据库子系统设计方法
US10885451B2 (en) * 2016-12-07 2021-01-05 Wipro Limited Methods and systems for identifying and projecting recurrent event patterns in information technology infrastructure
US10503805B2 (en) 2016-12-19 2019-12-10 Oracle International Corporation Generating feedback for a target content item based on published content items
US20180173526A1 (en) * 2016-12-20 2018-06-21 Invensys Systems, Inc. Application lifecycle management system
US10380610B2 (en) * 2016-12-20 2019-08-13 Oracle International Corporation Social media enrichment framework
US11010260B1 (en) * 2016-12-30 2021-05-18 EMC IP Holding Company LLC Generating a data protection risk assessment score for a backup and recovery storage system
US10389612B1 (en) * 2017-01-25 2019-08-20 Amazon Technologies, Inc. Product agnostic pattern detection and management
US10235734B2 (en) 2017-01-27 2019-03-19 International Business Machines Corporation Translation of artificial intelligence representations
US11023840B2 (en) 2017-01-27 2021-06-01 International Business Machines Corporation Scenario planning and risk management
US10831629B2 (en) * 2017-01-27 2020-11-10 International Business Machines Corporation Multi-agent plan recognition
US10375098B2 (en) * 2017-01-31 2019-08-06 Splunk Inc. Anomaly detection based on relationships between multiple time series
US10572181B2 (en) * 2017-02-01 2020-02-25 Microsoft Technology Licensing, Llc Multiple stage garbage collector
CN106885576B (zh) * 2017-02-22 2020-02-14 哈尔滨工程大学 一种基于多点地形匹配定位的auv航迹偏差估计方法
US10949436B2 (en) 2017-02-24 2021-03-16 Oracle International Corporation Optimization for scalable analytics using time series models
US10915830B2 (en) 2017-02-24 2021-02-09 Oracle International Corporation Multiscale method for predictive alerting
WO2018158906A1 (ja) * 2017-03-02 2018-09-07 三菱電機株式会社 プロセスデータ記録装置及びプロセスデータ記録プログラム
CN106991042A (zh) * 2017-03-07 2017-07-28 南京航空航天大学 一种Web应用的内存泄漏定位方法
US10762452B2 (en) * 2017-03-09 2020-09-01 At&T Intellectual Property I, L.P. System and method for designing and executing control loops in a cloud environment
US10803080B2 (en) * 2017-03-21 2020-10-13 Salesforce.Com, Inc. Thread record provider
US10810230B2 (en) * 2017-03-21 2020-10-20 Salesforce.Com, Inc. Thread record provider
US10397259B2 (en) * 2017-03-23 2019-08-27 International Business Machines Corporation Cyber security event detection
US11055631B2 (en) * 2017-03-27 2021-07-06 Nec Corporation Automated meta parameter search for invariant based anomaly detectors in log analytics
JP6780576B2 (ja) * 2017-04-27 2020-11-04 トヨタ自動車株式会社 解析手法提示システム、方法及びプログラム
US11216744B2 (en) 2017-04-28 2022-01-04 Cisco Technology, Inc. Feature-specific adaptive models for support tools
US10747568B2 (en) * 2017-05-30 2020-08-18 Magalix Corporation Systems and methods for managing a cloud computing environment
CN107392220B (zh) 2017-05-31 2020-05-05 创新先进技术有限公司 数据流的聚类方法和装置
US10817803B2 (en) 2017-06-02 2020-10-27 Oracle International Corporation Data driven methods and systems for what if analysis
US11057284B2 (en) 2017-06-06 2021-07-06 International Business Machines Corporation Cognitive quality of service monitoring
CN107148041B (zh) * 2017-06-20 2020-12-18 义乌市智享通讯设备有限公司 无线接入设备异常运行的检测方法及无线接入设备
US11151247B2 (en) 2017-07-13 2021-10-19 Endgame, Inc. System and method for detecting malware injected into memory of a computing device
US11151251B2 (en) 2017-07-13 2021-10-19 Endgame, Inc. System and method for validating in-memory integrity of executable files to identify malicious activity
CN107484189B (zh) * 2017-07-27 2020-10-16 北京市天元网络技术股份有限公司 Lte数据处理系统
US10474667B2 (en) * 2017-07-29 2019-11-12 Vmware, Inc Methods and systems to detect and correct outliers in a dataset stored in a data-storage device
US10621005B2 (en) 2017-08-31 2020-04-14 Oracle International Corporation Systems and methods for providing zero down time and scalability in orchestration cloud services
US11023280B2 (en) 2017-09-15 2021-06-01 Splunk Inc. Processing data streams received from instrumented software using incremental finite window double exponential smoothing
US10719521B2 (en) * 2017-09-18 2020-07-21 Google Llc Evaluating models that rely on aggregate historical data
US10839351B1 (en) * 2017-09-18 2020-11-17 Amazon Technologies, Inc. Automated workflow validation using rule-based output mapping
US10496396B2 (en) 2017-09-29 2019-12-03 Oracle International Corporation Scalable artificial intelligence driven configuration management
US10635565B2 (en) * 2017-10-04 2020-04-28 Servicenow, Inc. Systems and methods for robust anomaly detection
US10628435B2 (en) 2017-11-06 2020-04-21 Adobe Inc. Extracting seasonal, level, and spike components from a time series of metrics data
US10698884B2 (en) * 2017-11-06 2020-06-30 Bank Of America Corporation Dynamic lineage validation system
US10862988B2 (en) 2017-12-18 2020-12-08 The Chinese University Of Hong Kong On-demand real-time sensor data distribution system
US12282860B2 (en) * 2017-12-27 2025-04-22 Elasticsearch B.V. Forecasting for resource allocation
US20210366602A1 (en) * 2017-12-28 2021-11-25 Nec Corporation Signal-processing device, analysis system, signal-processing method, and signal-processing program
US11036715B2 (en) 2018-01-29 2021-06-15 Microsoft Technology Licensing, Llc Combination of techniques to detect anomalies in multi-dimensional time series
EP3756413B1 (en) * 2018-02-25 2023-04-12 Nokia Solutions and Networks Oy Method and system for controlling an operation of a communication network to reduce latency
JP6586184B2 (ja) * 2018-03-13 2019-10-02 株式会社日立製作所 データ分析支援装置、及びデータ分析支援方法
US10972491B1 (en) * 2018-05-11 2021-04-06 Amazon Technologies, Inc. Anomaly detection with missing values and forecasting data streams
US10721256B2 (en) 2018-05-21 2020-07-21 Oracle International Corporation Anomaly detection based on events composed through unsupervised clustering of log messages
US10963346B2 (en) 2018-06-05 2021-03-30 Oracle International Corporation Scalable methods and systems for approximating statistical distributions
US10997517B2 (en) 2018-06-05 2021-05-04 Oracle International Corporation Methods and systems for aggregating distribution approximations
CN108829524A (zh) * 2018-06-20 2018-11-16 中国联合网络通信集团有限公司 Bpel流程图形化设计中检测死锁的方法和装置
US10860712B2 (en) * 2018-07-11 2020-12-08 Vmware, Inc. Entropy based security detection system
CN108959039A (zh) * 2018-07-18 2018-12-07 郑州云海信息技术有限公司 一种虚拟机故障预测的方法及装置
US10809987B2 (en) * 2018-08-14 2020-10-20 Hyperblox Inc. Software acceleration platform for supporting decomposed, on-demand network services
US10613894B1 (en) * 2018-08-15 2020-04-07 Lendingclub Corporation State analysis for one or more virtual machines
CN109143983B (zh) * 2018-08-15 2019-12-24 杭州电子科技大学 嵌入式可编程控制器的运动控制方法及装置
CN108696448B (zh) * 2018-08-16 2021-07-23 安徽云才信息技术有限公司 一种基于网关soa架构的服务限流降级方法
US10970055B2 (en) * 2018-08-21 2021-04-06 International Business Machines Corporation Identifying software and hardware bottlenecks
JP7714459B2 (ja) 2018-09-27 2025-07-29 オラクル・インターナショナル・コーポレイション メトリックのデータ駆動型相関のための技術
US11467803B2 (en) 2019-09-13 2022-10-11 Oracle International Corporation Identifying regulator and driver signals in data systems
CN109299610B (zh) * 2018-10-02 2021-03-30 复旦大学 安卓系统中不安全敏感输入验证识别方法
DK3633468T3 (da) * 2018-10-04 2022-02-07 Univ Muenchen Tech Fordelt automatiseret syntese af konstruktions-ledsagende korrektur-styreapparater (controllere)
US11068375B2 (en) * 2018-10-17 2021-07-20 Oracle International Corporation System and method for providing machine learning based memory resiliency
US12001926B2 (en) 2018-10-23 2024-06-04 Oracle International Corporation Systems and methods for detecting long term seasons
US11138090B2 (en) 2018-10-23 2021-10-05 Oracle International Corporation Systems and methods for forecasting time series with variable seasonality
US10445170B1 (en) * 2018-11-21 2019-10-15 Fmr Llc Data lineage identification and change impact prediction in a distributed computing environment
US10341491B1 (en) * 2018-11-26 2019-07-02 Capital One Services, Llc Identifying unreported issues through customer service interactions and website analytics
US10984028B2 (en) * 2018-11-28 2021-04-20 International Business Machines Corporation Temporal sensitive cognitive interface
US11620180B2 (en) 2018-11-29 2023-04-04 Vmware, Inc. Holo-entropy adaptive boosting based anomaly detection
US10715391B2 (en) 2018-12-03 2020-07-14 At&T Intellectual Property I, L.P. Cloud zone network analytics platform
US11118451B2 (en) * 2018-12-04 2021-09-14 Halliburton Energy Services, Inc. Determination of mud-filtrate contamination and clean formation fluid properties
US11258655B2 (en) 2018-12-06 2022-02-22 Vmware, Inc. Holo-entropy based alarm scoring approach
US11182362B2 (en) 2019-01-16 2021-11-23 Kabushiki Kaisha Toshiba Calculating device, data base system, calculation system, calculation method, and storage medium
US10855548B2 (en) 2019-02-15 2020-12-01 Oracle International Corporation Systems and methods for automatically detecting, summarizing, and responding to anomalies
JP7234702B2 (ja) * 2019-03-07 2023-03-08 日本電気株式会社 情報処理装置、コンテナ配置方法及びコンテナ配置プログラム
US11550634B2 (en) * 2019-03-08 2023-01-10 Microsoft Technology Licensing, Llc Capacity management in a cloud computing system using virtual machine series modeling
US10880186B2 (en) 2019-04-01 2020-12-29 Cisco Technology, Inc. Root cause analysis of seasonal service level agreement (SLA) violations in SD-WAN tunnels
US11178161B2 (en) 2019-04-18 2021-11-16 Oracle International Corporation Detecting anomalies during operation of a computer system based on multimodal data
US11416285B1 (en) * 2019-04-30 2022-08-16 Splunk Inc. Efficient and secure scalable-two-stage data collection
US11533326B2 (en) 2019-05-01 2022-12-20 Oracle International Corporation Systems and methods for multivariate anomaly detection in software monitoring
US10942837B2 (en) * 2019-05-13 2021-03-09 Sauce Labs Inc. Analyzing time-series data in an automated application testing system
US11537940B2 (en) 2019-05-13 2022-12-27 Oracle International Corporation Systems and methods for unsupervised anomaly detection using non-parametric tolerance intervals over a sliding window of t-digests
US11411838B2 (en) 2019-05-29 2022-08-09 Cisco Technology, Inc. Adaptive stress testing of SD-WAN tunnels for what-if scenario model training
US11615271B2 (en) 2019-06-03 2023-03-28 Cerebri AI Inc. Machine learning pipeline optimization
US11018953B2 (en) 2019-06-19 2021-05-25 International Business Machines Corporation Data center cartography bootstrapping from process table data
US11610126B1 (en) * 2019-06-20 2023-03-21 Amazon Technologies, Inc. Temporal-clustering invariance in irregular time series data
CN110347736A (zh) * 2019-06-21 2019-10-18 厦门美域中央信息科技有限公司 一种面向rdf三元组的数据自定义映射方法
US11256719B1 (en) * 2019-06-27 2022-02-22 Amazon Technologies, Inc. Ingestion partition auto-scaling in a time-series database
US11340924B2 (en) 2019-06-27 2022-05-24 International Business Machines Corporation Machine-learning based heap memory tuning
US11310126B2 (en) 2019-08-05 2022-04-19 International Business Machines Corporation Automated operational data management dictated by quality of service criteria
US11277317B2 (en) 2019-08-05 2022-03-15 International Business Machines Corporation Machine learning to predict quality-of-service needs in an operational data management system
CN110516355B (zh) * 2019-08-27 2020-06-12 上海交通大学 基于预估函数模型的泄漏测试曲线趋势预测方法及系统
US11861463B2 (en) * 2019-09-06 2024-01-02 International Business Machines Corporation Identifying related messages in a natural language interaction
US11681873B2 (en) * 2019-09-11 2023-06-20 International Business Machines Corporation Creating an executable process from a text description written in a natural language
US11887015B2 (en) 2019-09-13 2024-01-30 Oracle International Corporation Automatically-generated labels for time series data and numerical lists to use in analytic and machine learning systems
US11520783B2 (en) 2019-09-19 2022-12-06 International Business Machines Corporation Automated validity evaluation for dynamic amendment
US11748260B1 (en) 2019-09-23 2023-09-05 Amazon Technologies, Inc. Service performance enhancement using advance notifications of reduced-capacity phases of operations
EP3809220B1 (en) * 2019-10-14 2023-01-18 Honda Research Institute Europe GmbH Method and system for semi-supervised deep anomaly detection for large-scale industrial monitoring systems based on time-series data utilizing digital twin simulation data
CN110781392B (zh) * 2019-10-22 2022-08-12 深圳墨世科技有限公司 可动态伸缩的过滤方法、装置、计算机设备及存储介质
US12088473B2 (en) 2019-10-23 2024-09-10 Aryaka Networks, Inc. Method, device and system for enhancing predictive classification of anomalous events in a cloud-based application acceleration as a service environment
US11146445B2 (en) * 2019-12-02 2021-10-12 Alibaba Group Holding Limited Time series decomposition
US11144369B2 (en) 2019-12-30 2021-10-12 Bank Of America Corporation Preemptive self-healing of application server hanging threads
US11018991B1 (en) * 2020-02-07 2021-05-25 EMC IP Holding Company LLC System and method for autonomous and dynamic resource allocation in storage systems
WO2021165933A1 (en) * 2020-02-20 2021-08-26 Celestya Ltd. Method and system for online user behavior management
CN111309928A (zh) * 2020-02-21 2020-06-19 广东电网有限责任公司 一种基于贝叶斯和语义分析的运维知识库构建方法
US11422920B2 (en) * 2020-03-12 2022-08-23 Micro Focus Llc Debugging multiple instances of code using thread patterns
US11269748B2 (en) * 2020-04-22 2022-03-08 Microsoft Technology Licensing, Llc Diagnosing and mitigating memory leak in computing nodes
US12380061B2 (en) * 2020-04-30 2025-08-05 Kyndryl, Inc. Technique selection for file system utilization prediction
US11954129B2 (en) 2020-05-19 2024-04-09 Hewlett Packard Enterprise Development Lp Updating data models to manage data drift and outliers
US11095544B1 (en) * 2020-06-17 2021-08-17 Adobe Inc. Robust anomaly and change detection utilizing sparse decomposition
US20210406254A1 (en) 2020-06-26 2021-12-30 Smart Information Flow Technologies, LLC Provenance analysis systems and methods
CN112149951B (zh) * 2020-08-11 2024-07-12 招联消费金融股份有限公司 风险控制方法、装置、计算机设备和存储介质
US12039031B2 (en) * 2020-09-16 2024-07-16 Cisco Technology, Inc. Security policies for software call stacks
US11409453B2 (en) * 2020-09-22 2022-08-09 Dell Products L.P. Storage capacity forecasting for storage systems in an active tier of a storage environment
US11900248B2 (en) * 2020-10-14 2024-02-13 Dell Products L.P. Correlating data center resources in a multi-tenant execution environment using machine learning techniques
WO2022093003A1 (en) * 2020-10-28 2022-05-05 Mimos Berhad Method and system to provide visualization interpretation through establishing relationship between internal and external trending data influences
US11573894B2 (en) 2020-10-29 2023-02-07 Oracle International Corporation Tracking garbage collection states of references
US11656850B2 (en) * 2020-10-30 2023-05-23 Oracle International Corporation System and method for bounded recursion with a microservices or other computing environment
CN112445642B (zh) * 2020-11-09 2023-05-16 浙江吉利控股集团有限公司 异常处理方法、远程泊车辅助系统及计算机存储介质
US11947558B2 (en) 2020-11-12 2024-04-02 Kyndryl, Inc. Built-in analytics for database management
CN112464165B (zh) * 2020-11-25 2023-10-20 西安西热电站信息技术有限公司 一种测点统计效率的提升方法、存储介质及计算设备
CN112380044B (zh) * 2020-12-04 2024-05-28 腾讯科技（深圳）有限公司 数据异常检测方法、装置、计算机设备和存储介质
US20220222689A1 (en) * 2020-12-11 2022-07-14 Walmart Apollo, Llc Methods and apparatus for surge-adjusted forecasting
US11915236B2 (en) * 2021-03-05 2024-02-27 Capital One Services, Llc Immutable database for bitemporal analysis
US11513954B2 (en) * 2021-03-25 2022-11-29 Oracle International Corporation Consolidated and concurrent remapping and identification for colorless roots
US11573794B2 (en) 2021-03-25 2023-02-07 Oracle International Corporation Implementing state-based frame barriers to process colorless roots during concurrent execution
US11875193B2 (en) 2021-03-25 2024-01-16 Oracle International Corporation Tracking frame states of call stack frames including colorless roots
US11681672B2 (en) * 2021-03-30 2023-06-20 International Business Machines Corporation Virtual database resource usage
CN112988391B (zh) * 2021-03-30 2023-08-01 北京字跳网络技术有限公司 数据处理方法、装置、设备和存储介质
US11762934B2 (en) 2021-05-11 2023-09-19 Oracle International Corporation Target web and social media messaging based on event signals
US11507503B1 (en) 2021-05-19 2022-11-22 Oracle International Corporation Write barrier for remembered set maintenance in generational Z garbage collector
US20220383341A1 (en) * 2021-05-28 2022-12-01 Microsoft Technology Licensing, Llc Entity health evaluation microservice for a product
US11388210B1 (en) * 2021-06-30 2022-07-12 Amazon Technologies, Inc. Streaming analytics using a serverless compute system
US11411805B1 (en) 2021-07-12 2022-08-09 Bank Of America Corporation System and method for detecting root cause of an exception error in a task flow in a distributed network
US12056469B2 (en) 2021-07-16 2024-08-06 International Business Machines Corporation Autonomous generation of GRC programs
US12124490B2 (en) 2021-10-22 2024-10-22 International Busi Ness Machines Corporation Predicting policy violations in a document with an enterprise data source
US11886453B2 (en) * 2021-10-29 2024-01-30 Splunk Inc. Quantization of data streams of instrumented software and handling of delayed or late data
US12086049B2 (en) * 2021-12-30 2024-09-10 Microsoft Technology Licensing, Llc Resource capacity management in computing systems
US12474988B1 (en) * 2022-01-19 2025-11-18 Workday, Inc. Performance profiling of cloud hosted services
US12475021B1 (en) 2022-01-19 2025-11-18 Workday, Inc. Performance profiling user interface for cloud hosted services
US12190112B2 (en) 2022-01-24 2025-01-07 Oracle International Corporation Cooperative garbage collection barrier elision
US11892937B2 (en) 2022-02-28 2024-02-06 Bank Of America Corporation Developer test environment with containerization of tightly coupled systems
US11438251B1 (en) 2022-02-28 2022-09-06 Bank Of America Corporation System and method for automatic self-resolution of an exception error in a distributed network
US12028203B2 (en) 2022-02-28 2024-07-02 Bank Of America Corporation Self-resolution of exception errors in a distributed network
US12405820B2 (en) 2022-03-30 2025-09-02 International Business Machines Corporation Central randomized scheduler for hypothesis-based workloads
CN115328978B (zh) * 2022-06-27 2023-11-17 光大环境科技（中国）有限公司 一种连接池的连接方法和服务器
US12019541B2 (en) 2022-10-17 2024-06-25 Oracle International Corporation Lazy compaction in garbage collection
CN115796294B (zh) * 2023-02-07 2023-04-07 江苏微知量子科技有限公司 一种面向量子计算的大规模数据调用系统
CN115827988B (zh) * 2023-02-10 2023-04-25 成都桉尼维尔信息科技有限公司 一种自媒体内容热度预测方法
US12197324B1 (en) 2023-08-01 2025-01-14 Oracle International Corporation Thread-local garbage collection
CN117216477A (zh) * 2023-09-08 2023-12-12 国网浙江省电力有限公司杭州市钱塘区供电公司 一种开关柜的健康状态评估方法、系统、设备及介质
US12487924B2 (en) 2024-01-02 2025-12-02 Oracle International Corporation Concurrent lazy reference counting in an old garbage collection generation
US12399820B1 (en) 2024-02-22 2025-08-26 Oracle International Corporation Selecting garbage collection processes
US12306750B1 (en) 2024-02-22 2025-05-20 Oracle International Corporation Selecting garbage collection processes
CN117939506B (zh) * 2024-03-25 2024-06-18 云南大学 一种基于近似依赖规则的无线通信网络异常检测方法

Family Cites Families (143)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE3726192A1 (de) 1987-08-06 1989-02-16 Otto Mueller Stacksteuerung
US5503707A (en) 1993-09-22 1996-04-02 Texas Instruments Incorporated Method and apparatus for process endpoint prediction based on actual thickness measurements
US5928369A (en) 1996-06-28 1999-07-27 Synopsys, Inc. Automatic support system and method based on user submitted stack trace
US6167535A (en) 1997-12-09 2000-12-26 Sun Microsystems, Inc. Object heap analysis techniques for discovering memory leaks and other run-time information
US6751789B1 (en) 1997-12-12 2004-06-15 International Business Machines Corporation Method and system for periodic trace sampling for real-time generation of segments of call stack trees augmented with call stack position determination
US6560773B1 (en) 1997-12-12 2003-05-06 International Business Machines Corporation Method and system for memory leak detection in an object-oriented environment during real-time trace processing
US6839725B2 (en) * 2000-05-16 2005-01-04 Sun Microsystems, Inc. Dynamic adaptive tenuring of objects
US6968557B1 (en) * 2000-12-18 2005-11-22 Stratum8 Corporation Reducing stack memory resources in a threaded computer system
US7320125B2 (en) 2001-05-24 2008-01-15 Techtracker, Inc. Program execution stack signatures
US6898737B2 (en) * 2001-05-24 2005-05-24 Microsoft Corporation Automatic classification of event data
US6754796B2 (en) * 2001-07-31 2004-06-22 Sun Microsystems, Inc. Frameworks for implementation of java heaps
US6934942B1 (en) 2001-08-24 2005-08-23 Microsoft Corporation System and method for using data address sequences of a program in a software development tool
US7802236B2 (en) 2002-09-09 2010-09-21 The Regents Of The University Of California Method and apparatus for identifying similar regions of a program's execution
US20040054991A1 (en) 2002-09-17 2004-03-18 Harres John M. Debugging tool and method for tracking code execution paths
US7035846B2 (en) 2002-09-23 2006-04-25 International Business Machines Corporation Methods, computer programs and apparatus for caching directory queries
US6670897B1 (en) 2002-10-03 2003-12-30 Motorola, Inc. Compression/decompression techniques based on tokens and Huffman coding
US7100079B2 (en) * 2002-10-22 2006-08-29 Sun Microsystems, Inc. Method and apparatus for using pattern-recognition to trigger software rejuvenation
US7072918B2 (en) * 2003-03-24 2006-07-04 Sun Microsystems, Inc. Remembered-set scrubbing to remove stale entries in an incremental garbage collector
WO2004099985A1 (ja) * 2003-05-09 2004-11-18 Fujitsu Limited 実行環境の危険予測/回避方法,システム,プログラムおよびその記録媒体
US7529786B2 (en) * 2003-07-30 2009-05-05 Bea Systems, Inc. System and method for adaptive garbage collection in a virtual machine environment
US7412694B2 (en) 2003-09-18 2008-08-12 International Business Machines Corporation Detecting program phases with periodic call-stack sampling during garbage collection
US7257657B2 (en) * 2003-11-06 2007-08-14 International Business Machines Corporation Method and apparatus for counting instruction execution and data accesses for specific types of instructions
US7149870B2 (en) 2004-06-04 2006-12-12 International Business Machines Corporation Assigning sections within a memory heap for efficient garbage collection of large objects
US7685575B1 (en) 2004-06-08 2010-03-23 Sun Microsystems, Inc. Method and apparatus for analyzing an application
US7480648B2 (en) 2004-12-06 2009-01-20 International Business Machines Corporation Research rapidity and efficiency improvement by analysis of research artifact similarity
US7703087B1 (en) 2004-12-10 2010-04-20 Oracle America, Inc. Reducing layout conflicts among code units with caller-callee relationships
US20060173877A1 (en) 2005-01-10 2006-08-03 Piotr Findeisen Automated alerts for resource retention problems
ES2302133T3 (es) * 2005-01-26 2008-07-01 Oce-Technologies B.V. Analisis automatico de comportamiento y solucion de fallos.
US7747556B2 (en) 2005-02-28 2010-06-29 Microsoft Corporation Query-based notification architecture
US7434206B2 (en) 2005-03-10 2008-10-07 Hewlett-Packard Development Company, L.P. Identifying memory leaks in computer systems
US7509632B2 (en) * 2005-03-24 2009-03-24 International Business Machines Corporation Method and apparatus for analyzing call history data derived from execution of a computer program
CN101263499B (zh) 2005-07-11 2013-03-27 布鲁克斯自动化公司 智能状态监测和故障诊断系统
GB0515405D0 (en) * 2005-07-27 2005-08-31 Ibm Memory leak detection
US7702966B2 (en) 2005-09-07 2010-04-20 Intel Corporation Method and apparatus for managing software errors in a computer system
US7765528B2 (en) * 2005-09-21 2010-07-27 Hewlett-Packard Development Company, L.P. Identifying sources of memory retention
US7779054B1 (en) * 2005-09-30 2010-08-17 Oracle America, Inc. Heuristic-based resumption of fully-young garbage collection intervals
US7735074B2 (en) 2005-10-17 2010-06-08 Oracle International Corporation Code outlining without trampolines
US7926071B2 (en) 2005-10-20 2011-04-12 Microsoft Corporation Load balancing interfaces
US8234378B2 (en) 2005-10-20 2012-07-31 Microsoft Corporation Load balancing in a managed execution environment
US20070168915A1 (en) * 2005-11-15 2007-07-19 Cesura, Inc. Methods and systems to detect business disruptions, determine potential causes of those business disruptions, or both
US20070136402A1 (en) * 2005-11-30 2007-06-14 International Business Machines Corporation Automatic prediction of future out of memory exceptions in a garbage collected virtual machine
US20070220513A1 (en) * 2006-03-15 2007-09-20 International Business Machines Corporation Automatic detection of hang, bottleneck and deadlock
US20070234296A1 (en) 2006-03-31 2007-10-04 Microsoft Corporation Software variation for robustness through randomized execution contexts
JP2007286811A (ja) 2006-04-14 2007-11-01 Konica Minolta Holdings Inc 情報処理システム
US7475214B2 (en) 2006-08-16 2009-01-06 International Business Machines Corporation Method and system to optimize java virtual machine performance
US8949295B2 (en) * 2006-09-21 2015-02-03 Vmware, Inc. Cooperative memory resource management via application-level balloon
CN201000563Y (zh) 2006-11-27 2008-01-02 哈尔滨工业大学 毫秒级实时计算机系统监控装置
US7788198B2 (en) * 2006-12-14 2010-08-31 Microsoft Corporation Method for detecting anomalies in server behavior using operational performance and failure mode monitoring counters
US9223622B2 (en) 2007-03-09 2015-12-29 Hewlett-Packard Development Company, L.P. Capacity planning of multi-tiered applications from application logs
US8108874B2 (en) 2007-05-24 2012-01-31 International Business Machines Corporation Minimizing variations of waiting times of requests for services handled by a processor
US7793161B2 (en) 2007-05-29 2010-09-07 International Business Machines Corporation Method and apparatus to anticipate memory exhaustion in an open services gateway initiative environment
US7823006B2 (en) * 2007-05-29 2010-10-26 Microsoft Corporation Analyzing problem signatures
JP2008305085A (ja) * 2007-06-06 2008-12-18 Ntt Docomo Inc ソフトウェア挙動モデル化装置、ソフトウェア挙動モデル化方法、ソフトウェア挙動検証装置及びソフトウェア挙動検証方法
US8156378B1 (en) * 2010-10-15 2012-04-10 Red Hat, Inc. System and method for determination of the root cause of an overall failure of a business application service
CN101339533B (zh) * 2007-07-04 2012-10-10 国际商业机器公司 基于分区的诊断Java系统的内存泄漏的方法及装置
US8156492B2 (en) * 2007-09-07 2012-04-10 Oracle International Corporation System and method to improve memory usage in virtual machines running as hypervisor guests
US8266190B2 (en) * 2007-09-25 2012-09-11 International Business Machines Corporation Memory management for garbage collection of critical real time threads
US7991961B1 (en) 2007-10-15 2011-08-02 Oracle America, Inc. Low-overhead run-time memory leak detection and recovery
US7904756B2 (en) * 2007-10-19 2011-03-08 Oracle International Corporation Repair planning engine for data corruptions
US8214308B2 (en) 2007-10-23 2012-07-03 Sas Institute Inc. Computer-implemented systems and methods for updating predictive models
US9354890B1 (en) 2007-10-23 2016-05-31 Marvell International Ltd. Call stack structure for enabling execution of code outside of a subroutine and between call stack frames
US7962437B2 (en) * 2007-11-16 2011-06-14 International Business Machines Corporation Data comparison using different time periods in data sequences
US20090177692A1 (en) 2008-01-04 2009-07-09 Byran Christopher Chagoly Dynamic correlation of service oriented architecture resource relationship and metrics to isolate problem sources
US8738652B2 (en) * 2008-03-11 2014-05-27 Paragon Science, Inc. Systems and methods for dynamic anomaly detection
US8683483B2 (en) 2008-03-25 2014-03-25 Oracle America, Inc. Resource utilization monitor
US8224624B2 (en) 2008-04-25 2012-07-17 Hewlett-Packard Development Company, L.P. Using application performance signatures for characterizing application updates
US8990792B2 (en) 2008-05-26 2015-03-24 Samsung Electronics Co., Ltd. Method for constructing dynamic call graph of application
US8230269B2 (en) * 2008-06-17 2012-07-24 Microsoft Corporation Monitoring data categorization and module-based health correlations
US20090320021A1 (en) * 2008-06-19 2009-12-24 Microsoft Corporation Diagnosis of application performance problems via analysis of thread dependencies
US7526682B1 (en) * 2008-06-20 2009-04-28 International Business Machines Corporation Effective diagnosis of software hangs
US8566795B2 (en) 2008-07-15 2013-10-22 International Business Machines Corporation Selectively obtaining call stack information based on criteria
JP5310094B2 (ja) 2009-02-27 2013-10-09 日本電気株式会社 異常検出システム、異常検出方法および異常検出用プログラム
US8595702B2 (en) * 2009-03-13 2013-11-26 Microsoft Corporation Simultaneously displaying multiple call stacks in an interactive debugger
US8185781B2 (en) * 2009-04-09 2012-05-22 Nec Laboratories America, Inc. Invariants-based learning method and system for failure diagnosis in large scale computing systems
US8375251B2 (en) * 2009-06-11 2013-02-12 Microsoft Corporation Monitoring and healing a computing system
US9058421B2 (en) 2009-06-16 2015-06-16 Freescale Semiconductor, Inc. Trace correlation for profiling subroutines
US9280436B2 (en) 2009-06-17 2016-03-08 Hewlett Packard Enterprise Development Lp Modeling a computing entity
US8099631B2 (en) 2009-07-17 2012-01-17 Sap Ag Call-stacks representation for easier analysis of thread dump
CN101630285A (zh) 2009-08-07 2010-01-20 华南理工大学 一种应用于嵌入式系统的软件性能测试方法
US8103769B1 (en) 2009-09-03 2012-01-24 Amazon Technologies, Inc. Dynamic isolation of shared resources
US20110067007A1 (en) 2009-09-14 2011-03-17 Red Hat, Inc. Automatic thread dumping
US8166269B2 (en) * 2009-11-05 2012-04-24 Oracle America, Inc. Adaptive triggering of garbage collection
US20110161048A1 (en) * 2009-12-31 2011-06-30 Bmc Software, Inc. Method to Optimize Prediction of Threshold Violations Using Baselines
US9003377B2 (en) 2010-01-07 2015-04-07 Microsoft Technology Licensing, Llc Efficient resumption of co-routines on a linear stack
JP5418250B2 (ja) 2010-01-26 2014-02-19 富士通株式会社 異常検出装置、プログラム、及び異常検出方法
US8464255B2 (en) 2010-03-12 2013-06-11 Microsoft Corporation Managing performance interference effects on cloud computing servers
JP2011192097A (ja) 2010-03-16 2011-09-29 Hitachi Ltd 異常検知方法およびそれを用いた情報処理システム
US9053234B2 (en) 2010-04-19 2015-06-09 Apple Inc. Collapsible stack trace
US8712950B2 (en) * 2010-04-29 2014-04-29 Microsoft Corporation Resource capacity monitoring and reporting
US8522216B2 (en) 2010-05-04 2013-08-27 Oracle International Corporation Memory leak detection
US8726240B2 (en) * 2010-05-12 2014-05-13 Salesforce.Com, Inc. Capturing replayable information at software defect locations in a multi-tenant environment
US8839209B2 (en) * 2010-05-12 2014-09-16 Salesforce.Com, Inc. Software performance profiling in a multi-tenant environment
US9274842B2 (en) 2010-06-29 2016-03-01 Microsoft Technology Licensing, Llc Flexible and safe monitoring of computers
EP2609714A4 (en) * 2010-08-26 2015-06-03 Hewlett Packard Development Co ISOLATION OF PROBLEMS IN A VIRTUAL ENVIRONMENT
US9459942B2 (en) * 2010-08-27 2016-10-04 Hewlett Packard Enterprise Development Lp Correlation of metrics monitored from a virtual environment
US8667334B2 (en) * 2010-08-27 2014-03-04 Hewlett-Packard Development Company, L.P. Problem isolation in a virtual environment
WO2012056569A1 (ja) * 2010-10-29 2012-05-03 株式会社日立製作所 性能測定方法、性能測定装置、及び、性能測定プログラム
US8499066B1 (en) 2010-11-19 2013-07-30 Amazon Technologies, Inc. Predicting long-term computing resource usage
US20120159449A1 (en) * 2010-12-15 2012-06-21 International Business Machines Corporation Call Stack Inspection For A Thread Of Execution
US8892960B2 (en) 2011-01-19 2014-11-18 Oracle International Corporation System and method for determining causes of performance problems within middleware systems
US8627150B2 (en) * 2011-01-19 2014-01-07 Oracle International Corporation System and method for using dependency in a dynamic model to relate performance problems in a complex middleware environment
US8631280B2 (en) * 2011-01-19 2014-01-14 Oracle International Corporation Method of measuring and diagnosing misbehaviors of software components and resources
US8650177B2 (en) 2011-01-27 2014-02-11 Linkedin Corporation Skill extraction system
US8818787B2 (en) * 2011-01-31 2014-08-26 Yahoo! Inc. Method and system for predicting performance of software applications on prospective hardware architecture
US8856767B2 (en) 2011-04-29 2014-10-07 Yahoo! Inc. System and method for analyzing dynamic performance of complex applications
US8713378B2 (en) 2011-07-07 2014-04-29 Microsoft Corporation Health monitoring of applications in a guest partition
US9727441B2 (en) 2011-08-12 2017-08-08 Microsoft Technology Licensing, Llc Generating dependency graphs for analyzing program behavior
US9122602B1 (en) * 2011-08-31 2015-09-01 Amazon Technologies, Inc. Root cause detection service
US8965889B2 (en) 2011-09-08 2015-02-24 Oracle International Corporation Bi-temporal user profiles for information brokering in collaboration systems
US8990546B2 (en) 2011-10-31 2015-03-24 Freescale Semiconductor, Inc. Data processing system with safe call and return
US8739172B2 (en) 2012-01-16 2014-05-27 Hewlett-Packard Development Company, L.P. Generating a virtual machine placement plan for an identified seasonality of segments of an aggregated resource usage
US9172608B2 (en) * 2012-02-07 2015-10-27 Cloudera, Inc. Centralized configuration and monitoring of a distributed computing cluster
US8984344B2 (en) 2012-02-09 2015-03-17 Freescale Semiconductor, Inc. Stack-based trace message generation for debug and device thereof
US9104563B2 (en) 2012-02-09 2015-08-11 Microsoft Technology Licensing, Llc Self-tuning statistical resource leak detection
US8943290B2 (en) 2012-03-27 2015-01-27 Oracle International Corporation Automatic management of heterogeneous memory resources
US20130304901A1 (en) 2012-05-11 2013-11-14 James Malnati Automated integration of disparate system management tools
US8719791B1 (en) * 2012-05-31 2014-05-06 Google Inc. Display of aggregated stack traces in a source code viewer
US9697102B2 (en) 2012-11-21 2017-07-04 Sap Se Compare concurrent threads executions
US8978022B2 (en) * 2013-01-10 2015-03-10 Oracle International Corporation Reducing instruction miss penalties in applications
US9396030B2 (en) 2013-03-13 2016-07-19 Samsung Electronics Co., Ltd. Quota-based adaptive resource balancing in a scalable heap allocator for multithreaded applications
US9015689B2 (en) 2013-03-14 2015-04-21 Board of Regents on Behalf of Arizona State University Stack data management for software managed multi-core processors
US9330119B2 (en) 2013-04-11 2016-05-03 Oracle International Corporation Knowledge intensive data management system for business process and case management
US10740358B2 (en) 2013-04-11 2020-08-11 Oracle International Corporation Knowledge-intensive data processing system
CN104182332B (zh) 2013-05-21 2017-09-29 华为技术有限公司 判断资源泄漏、预测资源使用情况的方法及装置
US9176869B2 (en) 2013-07-18 2015-11-03 Globalfoundries Inc Memory use for garbage collected computer environments
US9146862B2 (en) 2013-07-18 2015-09-29 International Business Machines Corporation Optimizing memory usage across multiple garbage collected computer environments
US9442725B2 (en) 2013-08-21 2016-09-13 Airwatch Llc Branch trace compression
US9009539B1 (en) 2014-03-18 2015-04-14 Splunk Inc Identifying and grouping program run time errors
US9210181B1 (en) 2014-05-26 2015-12-08 Solana Networks Inc. Detection of anomaly in network flow data
US9459894B2 (en) 2014-06-17 2016-10-04 International Business Machines Corporation Active control of memory for java virtual machines and other application runtime environments
US10241901B2 (en) 2014-10-06 2019-03-26 Oracle International Corporation Web application performance testing
GB2546205B (en) 2014-10-24 2021-07-21 Google Llc Methods and systems for automated tagging based on software execution traces
US9678868B2 (en) 2014-10-31 2017-06-13 Xiaomi Inc. Method and device for optimizing memory
US9557917B2 (en) 2014-11-10 2017-01-31 International Business Machines Corporation Conditional stack frame allocation
CN107251513B (zh) 2014-11-25 2020-06-09 恩西洛有限公司 用于恶意代码检测的准确保证的系统及方法
JP7064333B2 (ja) 2015-03-23 2022-05-10 オラクル・インターナショナル・コーポレイション 知識集約型データ処理システム
US9720823B2 (en) 2015-06-18 2017-08-01 Oracle International Corporation Free memory trending for detecting out-of-memory events in virtual machines
US10248561B2 (en) 2015-06-18 2019-04-02 Oracle International Corporation Stateless detection of out-of-memory events in virtual machines
US9600394B2 (en) 2015-06-18 2017-03-21 Oracle International Corporation Stateful detection of anomalous events in virtual machines
US10025650B2 (en) 2015-09-17 2018-07-17 International Business Machines Corporation Determining a trace of a system dump
US9792200B2 (en) 2016-03-01 2017-10-17 Sap Se Assessing vulnerability impact using call graphs
WO2017196746A1 (en) 2016-05-09 2017-11-16 Oracle International Corporation Memory usage determination techniques
US10417111B2 (en) 2016-05-09 2019-09-17 Oracle International Corporation Correlation of stack segment intensity in emergent relationships

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11093285B2 (en) 2016-05-09 2021-08-17 Oracle International Corporation Compression techniques for encoding stack trace information
US11144352B2 (en) 2016-05-09 2021-10-12 Oracle International Corporation Correlation of thread intensity and heap usage to identify heap-hoarding stack traces
US11327797B2 (en) 2016-05-09 2022-05-10 Oracle International Corporation Memory usage determination techniques
US11614969B2 (en) 2016-05-09 2023-03-28 Oracle International Corporation Compression techniques for encoding stack trace information
US11640320B2 (en) 2016-05-09 2023-05-02 Oracle International Corporation Correlation of thread intensity and heap usage to identify heap-hoarding stack traces

Also Published As

Publication number Publication date
JP2016518660A (ja) 2016-06-23
US20170012834A1 (en) 2017-01-12
CN105144112A (zh) 2015-12-09
US20140310235A1 (en) 2014-10-16
US20150234869A1 (en) 2015-08-20
EP2984568B1 (en) 2017-09-06
US9692662B2 (en) 2017-06-27
EP2984567B1 (en) 2021-08-18
JP6577455B2 (ja) 2019-09-18
WO2014169056A1 (en) 2014-10-16
US20140310285A1 (en) 2014-10-16
US9330119B2 (en) 2016-05-03
EP2984567A1 (en) 2016-02-17
JP2016517984A (ja) 2016-06-20
CN105190564B (zh) 2018-03-23
WO2014168981A1 (en) 2014-10-16
CN105144112B (zh) 2018-03-30
US10205640B2 (en) 2019-02-12
CN105190564A (zh) 2015-12-23
US10333798B2 (en) 2019-06-25
US9495395B2 (en) 2016-11-15
US20140310714A1 (en) 2014-10-16
EP2984568A1 (en) 2016-02-17

Similar Documents

Publication Publication Date Title
JP6457489B2 (ja) Ｊａｖａヒープ使用量の季節的傾向把握、予想、異常検出、エンドポイント予測
JP7610657B2 (ja) 出現した関係におけるスタックセグメント強度の相関
Li et al. Multivariate time series anomaly detection and interpretation using hierarchical inter-metric and temporal embedding
JP7142116B2 (ja) 知識集約型データ処理システム
US11468098B2 (en) Knowledge-intensive data processing system
US7870550B1 (en) Systems and methods for automated management of software application deployments
US20220172004A1 (en) Monitoring bias metrics and feature attribution for trained machine learning models
Satyanarayanan Foundational Framework Self-Healing Data Pipelines for AI Engineering: A Framework and Implementation
US20200356894A1 (en) Visit prediction
Scheinert Methods for the adaptive provisioning of resources to iterative batch jobs

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20170322

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20170322

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20180410

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20180612

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20181127

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20181220

R150 Certificate of patent or registration of utility model

Ref document number: 6457489

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250