Zobrazeno 1 - 10 of 46 pro vyhledávání: '"Amit Paradkar"'
1
Causal Modeling based Fault Localization in Cloud Systems using Golden Signals
Autor: Ajay Gupta, Amit Paradkar, Larisa Shwartz, Qing Wang, Pooja Aggarwal, Prateeti Mohapatra, Seema Nagar, Atri Mandal
Publikováno v: CLOUD
In cloud-native applications, a large fraction of operational failures, known as outages, result in violations of Service Level Objectives (SLOs). SLOs are defined around specific measurable characteristics: availability, throughput, frequency, respo
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::8e91eb52848b60ac3e67b7b889881938
https://doi.org/10.1109/cloud53861.2021.00026
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2
Localization of Operational Faults in Cloud Applications by Mining Causal Dependencies in Logs Using Golden Signals
Autor: Ajay Gupta, Amit Paradkar, Pooja Aggarwal, Qing Wang, Atri Mandal, Seema Nagar, Prateeti Mohapatra
Publikováno v: Service-Oriented Computing – ICSOC 2020 Workshops ISBN: 9783030763510
ICSOC Workshops
Cloud based microservice architecture has become a powerful mechanism in helping organizations to scale operations by accelerating the pace of change at minimal cost. With cloud based applications being accessed from diverse geographies, there is a n
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::07b0183037397a3f754f8ba1ad288232
https://doi.org/10.1007/978-3-030-76352-7_17
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3
AI for Solution Design
Autor: Nicholas C. M. Fuller, Larisa Shwartz, Maheswaran Surendra, Giovanni Lanfranchi, Amit Paradkar, Kristof Kloeckner, Stefan Pappe, Dorothea Wiesmann, John Davis
Publikováno v: Transforming the IT Services Lifecycle with AI Technologies ISBN: 9783319940472
Before we explain how AI could be leveraged to dramatically transform the Solutioning phase, it is important to outline the role of this phase across the Service Delivery lifecycle as well as the major personas involved.
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::88fbf4c45c266b6695d4a8213ac2c7fa
https://doi.org/10.1007/978-3-319-94048-9_4
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4
Gaining Insight from Operational Data for Service Optimization
Autor: Amit Paradkar, Maheswaran Surendra, Stefan Pappe, Nicholas C. M. Fuller, Larisa Shwartz, Giovanni Lanfranchi, Dorothea Wiesmann, Kristof Kloeckner, John Davis
Publikováno v: Transforming the IT Services Lifecycle with AI Technologies ISBN: 9783319940472
Service optimization is key in the drive to further automate and increase the effi-ciency of the services provided to clients. A given client may be ahead, in one or more areas, versus where other clients are. Learning from these best-of-breed cli-en
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a62b5c5d6c24d63f72a7067ab419a2dc
https://doi.org/10.1007/978-3-319-94048-9_3
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5
Practical Advice for Introducing AI into Service Management
Autor: Kristof Kloeckner, Larisa Shwartz, Giovanni Lanfranchi, Nicholas C. M. Fuller, Dorothea Wiesmann, Maheswaran Surendra, John Davis, Stefan Pappe, Amit Paradkar
Publikováno v: Transforming the IT Services Lifecycle with AI Technologies ISBN: 9783319940472
In the following chapter, we summarize best practices for the introduction of AI in service management, for the benefit of IT leaders and their teams. In our view, the following points are essential: 1. Introducing AI has to be part of a holistic str
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::3c6a70330a4a5ebcd53394a7339aa1bc
https://doi.org/10.1007/978-3-319-94048-9_6
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6
Gaining Insight from Operational Data for Automated Responses
Autor: Dorothea Wiesmann, Amit Paradkar, John Davis, Kristof Kloeckner, Maheswaran Surendra, Stefan Pappe, Larisa Shwartz, Giovanni Lanfranchi, Nicholas C. M. Fuller
Publikováno v: Transforming the IT Services Lifecycle with AI Technologies ISBN: 9783319940472
Facilitating autonomic behavior is largely achieved by automating routine maintenance procedures, including problem detection, determination and resolution. System monitoring provides effective means for problem detection. Coupled with automated tick
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::cb7f90ced918613acf22179ed306d09a
https://doi.org/10.1007/978-3-319-94048-9_2
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7
Domain Knowledge Driven Key Term Extraction for IT Services
Autor: Amit Paradkar, Daniela Rosu, Pooja Aggarwal, Abhirut Gupta, Prateeti Mohapatra, Gargi B. Dasgupta, Yu Deng, Ruchi Mahindru, Shu Tao
Publikováno v: Service-Oriented Computing ISBN: 9783030035952
ICSOC
IT service support agents are trained on knowledge sources with large volumes of domain-specific documents, including product manuals and troubleshooting contents. Self-assist applications, such as search and support chat-bots must integrate such kno
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::0e0cd6c9e40f0c4b1042bf0e5a85203b
https://doi.org/10.1007/978-3-030-03596-9_35
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10
Innovation in start-ups: Ideas filling the void or ideas devoid of resources and capabilities?
Autor: John G. Knight, Amit Paradkar, Paul Hansen
Publikováno v: Technovation. :1-10
We investigate how access to different types of resources affects the success of entrepreneurial start-up firms at early stages of development in small isolated economies by studying 12 start-ups based in New Zealand. We find that successful commerci
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::0c8154cd92cfad8b5211cf12eda16eaf
https://doi.org/10.1016/j.technovation.2015.03.004
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