Complex Event Analysis - Report 2020/02/29

Momentum supporting factors

(cloud, cloud-to-edge, providers)

(cloud, providers)

(cloud, providers, service)

(cloud, providers, strategies)

(providers, service)

(cloud, service, strategies)

(cloud-to-edge, providers, service)

(cloud, cloud-to-edge, mini-clouds)

(cloud, mini-clouds, service)

(cloud, mini-clouds, strategies)

Challenge supporting factors

(cloud, real-time, service)

(cloud, constrained, service)

(microsoft_azure, service, services)

Work-in-progress supporting factors

(cloud, services, wopata)

(cloud, strategies, wopata)

(cloud, wopata)

(services, wopata)

(cloud, services, strategies)

(cloud, cloud-to-edge, third-party)

(cloud, services, third-party)

(cloud, third-party)

(cloud-to-edge, providers, third-party)

(providers, third-party)

Complex Event Time Series Summary - REPORT

Time Period	Challenge	Momentum	WIP
Report 2020/02/29	12.92	37.04	50.04

High Level Abstraction (HLA) combined

High Level Abstraction (HLA)	Report 2020/02/29
(1) (cloud,cloud-to-edge,providers)	100.00
(2) (cloud,providers)	96.01
(3) (cloud,providers,service)	93.41
(4) (cloud,providers,strategies)	90.07
(5) (providers,service)	88.85
(6) (cloud,services,wopata)	86.00
(7) (cloud,strategies,wopata)	83.32
(8) (cloud,wopata)	80.96
(9) (services,wopata)	80.63
(10) (cloud,services,strategies)	78.93
(11) (cloud,service,strategies)	76.48
(12) (cloud-to-edge,providers,service)	74.94
(13) (cloud,cloud-to-edge,mini-clouds)	73.56
(14) (cloud,mini-clouds,service)	69.89
(15) (cloud,mini-clouds,strategies)	66.80
(16) (cloud-to-edge,mini-clouds,providers)	65.50
(17) (mini-clouds,providers)	64.61
(18) (cloud,destinies,service)	63.55
(19) (cloud,destinies,strategies)	60.54
(20) (cloud,cloud-to-edge,service)	58.83
(21) (cloud,cloud-to-edge,strategies)	55.25
(22) (cloud,cloud-to-edge,third-party)	52.48
(23) (cloud,services,third-party)	48.58
(24) (cloud,third-party)	45.73
(25) (cloud-to-edge,providers,third-party)	45.16
(26) (providers,third-party)	44.51
(27) (cloud,cloud-to-edge,pete_bartolik)	44.02
(28) (cloud,pete_bartolik,services)	40.28
(29) (cloud-to-edge,pete_bartolik,providers)	38.65
(30) (pete_bartolik,providers)	37.84
(31) (cloud,internet,services)	36.62
(32) (cloud,cloud-to-edge,services)	34.58
(33) (analyst,cloud,services)	31.90
(34) (cloud,real-time,service)	27.91
(35) (cloud,constrained,service)	25.79
(36) (cloud,software)	21.56
(37) (service,spending)	20.91
(38) (service,services,spending)	20.42
(39) (services,spending)	19.45
(40) (infrastructure,service)	18.88
(41) (infrastructure,services)	17.09
(42) (infrastructure,service,services)	15.95
(43) (cloud,service,services)	12.86
(44) (service,synergy_research_group)	10.58
(45) (service,services,synergy_research_group)	10.17
(46) (services,synergy_research_group)	9.11
(47) (service,software)	8.71
(48) (service,services,software)	8.22
(49) (platform-as-a-service,service,services)	7.16
(50) (microsoft_azure,service,services)	6.02
(51) (services,strategies)	4.80
(52) (cloud-to-edge,providers,strategies)	4.23
(53) (providers,strategies)	3.58
(54) (service,strategies)	3.01
(55) (cloud-to-edge,providers,services)	2.44
(56) (providers,services)	1.46

Complex Event Analysis - REPORT 2020/02/29

Supporting narratives:

momentum (Read more)

The less market control cloud giants can exert, the greater the opportunity for new service providers.or enterprises themselves.to operate edge data centers and mini-clouds to reduce reliance on public cloud storage and processing, further amplifying the swing back to decentralized computing.
As organizations develop their cloud-to-edge architectural strategies, each will have to determine the extent they are willing to rely on public cloud providers or whether investing in hybrid architectures provides greater control over their individual destinies
High Level Abstractions:

(cloud,cloud-to-edge,providers)
(cloud-to-edge,providers,strategies)
(cloud-to-edge,mini-clouds,providers)
(cloud,providers,service)
(cloud,mini-clouds,service)
(providers,strategies)
(cloud,providers,strategies)
(cloud,mini-clouds,strategies)
(cloud,cloud-to-edge,service)
(cloud,service,strategies)
(mini-clouds,providers)
(cloud,cloud-to-edge,strategies)
(providers,service)
(cloud,providers)
(service,strategies)
(cloud-to-edge,providers,service)
(cloud,cloud-to-edge,mini-clouds)
Inferred entity relationships (47)
(service,services,spending) [inferred]
(cloud,providers,service) [inferred]
(cloud,third-party) [inferred]
(service,technology) [inferred]
(service,spending) [inferred]
(cloud,wopata) [inferred]
(cloud-to-edge,pete_bartolik,providers) [inferred]
(cloud-to-edge,providers,third-party) [inferred]
(cloud,providers) [inferred]
(cloud,cloud-to-edge,providers) [inferred]
(service,software) [inferred]
(cloud,cloud-to-edge,mini-clouds) [inferred]
(cloud,mini-clouds,strategies) [inferred]
(cloud,cloud-to-edge,third-party) [inferred]
(cloud-to-edge,providers,service) [inferred]
(cloud,strategies,wopata) [inferred]
(cloud,internet,services) [inferred]
(cloud,service,strategies) [inferred]
(cloud,cloud-to-edge,service) [inferred]
(cloud,cloud-to-edge,strategies) [inferred]
(cloud,real-time,service) [inferred]
(service,transportation) [inferred]
(cloud-to-edge,mini-clouds,providers) [inferred]
(cloud,constrained,service) [inferred]
(cloud-to-edge,providers,strategies) [inferred]
(providers,service) [inferred]
(cloud,destinies,strategies) [inferred]
(service,synergy_research_group) [inferred]
(cloud,cloud-to-edge,pete_bartolik) [inferred]
(cloud,providers,strategies) [inferred]
(cloud-to-edge,providers,services) [inferred]
(service,services,synergy_research_group) [inferred]
(cloud,services,third-party) [inferred]
(cloud,software) [inferred]
(cloud,destinies,service) [inferred]
(cloud,services,wopata) [inferred]
(providers,strategies) [inferred]
(providers,third-party) [inferred]
(mini-clouds,providers) [inferred]
(cloud,pete_bartolik,services) [inferred]
(cloud,service,services) [inferred]
(providers,services) [inferred]
(cloud,cloud-to-edge,services) [inferred]
(service,strategies) [inferred]
(service,services,software) [inferred]
(cloud,services,strategies) [inferred]
(cloud,mini-clouds,service) [inferred]

momentum (Read more)

The less market control cloud giants can exert, the greater the opportunity for new service providers.or enterprises themselves.to operate edge data centers and mini-clouds to reduce reliance on public cloud storage and processing, further amplifying the swing back to decentralized computing.
As organizations develop their cloud-to-edge architectural strategies, each will have to determine the extent they are willing to rely on public cloud providers or whether investing in hybrid architectures provides greater control over their individual destinies.
High Level Abstractions:

(cloud,destinies,service)
(cloud,destinies,strategies)
Inferred entity relationships (36)
(service,services,spending) [inferred]
(cloud,constrained,service) [inferred]
(cloud,providers,service) [inferred]
(cloud,third-party) [inferred]
(service,technology) [inferred]
(service,spending) [inferred]
(cloud,wopata) [inferred]
(cloud,destinies,strategies) [inferred]
(service,synergy_research_group) [inferred]
(cloud,cloud-to-edge,pete_bartolik) [inferred]
(cloud,providers,strategies) [inferred]
(cloud,providers) [inferred]
(service,services,synergy_research_group) [inferred]
(cloud,services,third-party) [inferred]
(cloud,software) [inferred]
(cloud,cloud-to-edge,providers) [inferred]
(cloud,destinies,service) [inferred]
(service,software) [inferred]
(cloud,cloud-to-edge,mini-clouds) [inferred]
(cloud,services,wopata) [inferred]
(cloud,mini-clouds,strategies) [inferred]
(cloud,cloud-to-edge,third-party) [inferred]
(cloud,pete_bartolik,services) [inferred]
(cloud,strategies,wopata) [inferred]
(cloud,service,services) [inferred]
(cloud,internet,services) [inferred]
(cloud,service,strategies) [inferred]
(cloud,cloud-to-edge,service) [inferred]
(cloud,cloud-to-edge,services) [inferred]
(service,strategies) [inferred]
(cloud,cloud-to-edge,strategies) [inferred]
(service,services,software) [inferred]
(cloud,real-time,service) [inferred]
(service,transportation) [inferred]
(cloud,services,strategies) [inferred]
(cloud,mini-clouds,service) [inferred]

challenge (Read more)

But as organizations seek to capitalize on a growing torrent of data from edge devices and servers, they can.t afford to be constrained by the latency and bandwidth limitations inherent in transmitting data up to a cloud service. In critical situations, operational control requires real-time monitoring and analytics capabilities.
High Level Abstractions:

(cloud,real-time,service)
Inferred entity relationships (35)
(service,services,spending) [inferred]
(cloud,constrained,service) [inferred]
(cloud,providers,service) [inferred]
(cloud,third-party) [inferred]
(service,technology) [inferred]
(service,spending) [inferred]
(cloud,wopata) [inferred]
(cloud,destinies,strategies) [inferred]
(service,synergy_research_group) [inferred]
(cloud,cloud-to-edge,pete_bartolik) [inferred]
(cloud,providers,strategies) [inferred]
(cloud,providers) [inferred]
(service,services,synergy_research_group) [inferred]
(cloud,services,third-party) [inferred]
(cloud,software) [inferred]
(cloud,cloud-to-edge,providers) [inferred]
(cloud,destinies,service) [inferred]
(service,software) [inferred]
(cloud,cloud-to-edge,mini-clouds) [inferred]
(cloud,services,wopata) [inferred]
(cloud,mini-clouds,strategies) [inferred]
(cloud,cloud-to-edge,third-party) [inferred]
(cloud,pete_bartolik,services) [inferred]
(cloud,strategies,wopata) [inferred]
(cloud,service,services) [inferred]
(cloud,internet,services) [inferred]
(cloud,service,strategies) [inferred]
(cloud,cloud-to-edge,service) [inferred]
(cloud,cloud-to-edge,services) [inferred]
(service,strategies) [inferred]
(cloud,cloud-to-edge,strategies) [inferred]
(service,services,software) [inferred]
(service,transportation) [inferred]
(cloud,services,strategies) [inferred]
(cloud,mini-clouds,service) [inferred]

challenge (Read more)

But as organizations seek to capitalize on a growing torrent of data from edge devices and servers, they can.t afford to be constrained by the latency and bandwidth limitations inherent in transmitting data up to a cloud service
High Level Abstractions:

(cloud,constrained,service)
Inferred entity relationships (35)
(service,services,spending) [inferred]
(cloud,providers,service) [inferred]
(cloud,third-party) [inferred]
(service,technology) [inferred]
(service,spending) [inferred]
(cloud,wopata) [inferred]
(cloud,destinies,strategies) [inferred]
(service,synergy_research_group) [inferred]
(cloud,cloud-to-edge,pete_bartolik) [inferred]
(cloud,providers,strategies) [inferred]
(cloud,providers) [inferred]
(service,services,synergy_research_group) [inferred]
(cloud,services,third-party) [inferred]
(cloud,software) [inferred]
(cloud,cloud-to-edge,providers) [inferred]
(cloud,destinies,service) [inferred]
(service,software) [inferred]
(cloud,cloud-to-edge,mini-clouds) [inferred]
(cloud,services,wopata) [inferred]
(cloud,mini-clouds,strategies) [inferred]
(cloud,cloud-to-edge,third-party) [inferred]
(cloud,pete_bartolik,services) [inferred]
(cloud,strategies,wopata) [inferred]
(cloud,service,services) [inferred]
(cloud,internet,services) [inferred]
(cloud,service,strategies) [inferred]
(cloud,cloud-to-edge,service) [inferred]
(cloud,cloud-to-edge,services) [inferred]
(service,strategies) [inferred]
(cloud,cloud-to-edge,strategies) [inferred]
(service,services,software) [inferred]
(cloud,real-time,service) [inferred]
(service,transportation) [inferred]
(cloud,services,strategies) [inferred]
(cloud,mini-clouds,service) [inferred]

challenge (Read more)

As a result, organizations face decisions on how tightly to tie evolving architecture to a single service provider.
Cloud computing services such as Amazon Web Services (AWS) and Microsoft Azure allowed large corporations to ease dependence on large, costly private data centers
High Level Abstractions:

(microsoft_azure,service,services)
Inferred entity relationships (13)
(services,wopata) [inferred]
(service,services,spending) [inferred]
(service,technology) [inferred]
(service,spending) [inferred]
(services,strategies) [inferred]
(service,synergy_research_group) [inferred]
(service,strategies) [inferred]
(service,services,software) [inferred]
(services,spending) [inferred]
(service,transportation) [inferred]
(service,services,synergy_research_group) [inferred]
(services,synergy_research_group) [inferred]
(service,software) [inferred]

challenge (Read more)

They also enabled emerging companies to rapidly scale up to compete with larger competitors even if they lacked the time or financial resources to build their own computing infrastructure.
But as organizations seek to capitalize on a growing torrent of data from edge devices and servers, they can.t afford to be constrained by the latency and bandwidth limitations inherent in transmitting data up to a cloud service
High Level Abstractions:

(infrastructure)
Inferred entity relationships (11)
(infrastructure,investments) [inferred]
(infrastructure,investments,technology) [inferred]
(infrastructure,service) [inferred]
(infrastructure,threat) [inferred]
(infrastructure,jobs) [inferred]
(infrastructure,services) [inferred]
(infrastructure,united_states) [inferred]
(infrastructure,tribes) [inferred]
(infrastructure,transportation) [inferred]
(infrastructure,workers) [inferred]
(infrastructure,service,services) [inferred]

WIP (Read more)

he added.
Other providers such as Google, IBM, VMware and Oracle have also implemented strategies to extend their cloud services to the edge.
Matthew Wopata, a U.S.-based senior analyst focused on industrial technologies for IoT Analytics of Hamburg, Germany, said that companies must evaluate whether they want to be locked-in to a single architectural stack, from the cloud all the way down to edge devices
High Level Abstractions:

(cloud,services,wopata)
(analyst,cloud,services)
(cloud,services,strategies)
(cloud,wopata)
(services,strategies)
(services,wopata)
(cloud,strategies,wopata)
Inferred entity relationships (31)
(cloud,constrained,service) [inferred]
(cloud,providers,service) [inferred]
(cloud,third-party) [inferred]
(cloud,wopata) [inferred]
(cloud,destinies,strategies) [inferred]
(cloud,cloud-to-edge,pete_bartolik) [inferred]
(cloud,providers,strategies) [inferred]
(cloud,providers) [inferred]
(cloud,services,third-party) [inferred]
(cloud,software) [inferred]
(cloud,cloud-to-edge,providers) [inferred]
(cloud,destinies,service) [inferred]
(cloud,cloud-to-edge,mini-clouds) [inferred]
(services,wopata) [inferred]
(cloud,services,wopata) [inferred]
(cloud,mini-clouds,strategies) [inferred]
(cloud,cloud-to-edge,third-party) [inferred]
(cloud,pete_bartolik,services) [inferred]
(cloud,strategies,wopata) [inferred]
(cloud,service,services) [inferred]
(services,strategies) [inferred]
(cloud,internet,services) [inferred]
(cloud,service,strategies) [inferred]
(cloud,cloud-to-edge,service) [inferred]
(cloud,cloud-to-edge,services) [inferred]
(cloud,cloud-to-edge,strategies) [inferred]
(services,spending) [inferred]
(cloud,real-time,service) [inferred]
(cloud,services,strategies) [inferred]
(services,synergy_research_group) [inferred]
(cloud,mini-clouds,service) [inferred]

WIP (Read more)

Enter cloud-to-edge architectures.
Written by Pete Bartolik
27th February 2020
After a decade dominated by the growing reliance on centralized third-party public cloud services, the deployment of edge computing systems and Internet of Things (IoT) devices represents a partial pendulum swing back to decentralized data management
High Level Abstractions:

(providers,third-party)
(cloud,services,third-party)
(cloud,cloud-to-edge,pete_bartolik)
(cloud,pete_bartolik,services)
(cloud,cloud-to-edge,third-party)
(cloud,cloud-to-edge,services)
(pete_bartolik,providers)
(cloud-to-edge,pete_bartolik,providers)
(providers,services)
(cloud-to-edge,providers,third-party)
(cloud-to-edge,providers,services)
(cloud,internet,services)
(cloud,third-party)
Inferred entity relationships (42)
(pete_bartolik,providers) [inferred]
(cloud,providers,service) [inferred]
(cloud,third-party) [inferred]
(cloud,wopata) [inferred]
(cloud-to-edge,pete_bartolik,providers) [inferred]
(cloud-to-edge,providers,third-party) [inferred]
(cloud,providers) [inferred]
(cloud,cloud-to-edge,providers) [inferred]
(cloud,cloud-to-edge,mini-clouds) [inferred]
(services,wopata) [inferred]
(cloud,mini-clouds,strategies) [inferred]
(cloud,cloud-to-edge,third-party) [inferred]
(cloud-to-edge,providers,service) [inferred]
(cloud,strategies,wopata) [inferred]
(cloud,internet,services) [inferred]
(cloud,service,strategies) [inferred]
(cloud,cloud-to-edge,service) [inferred]
(cloud,cloud-to-edge,strategies) [inferred]
(cloud,real-time,service) [inferred]
(cloud-to-edge,mini-clouds,providers) [inferred]
(services,synergy_research_group) [inferred]
(cloud,constrained,service) [inferred]
(cloud-to-edge,providers,strategies) [inferred]
(providers,service) [inferred]
(cloud,destinies,strategies) [inferred]
(cloud,cloud-to-edge,pete_bartolik) [inferred]
(cloud,providers,strategies) [inferred]
(cloud-to-edge,providers,services) [inferred]
(cloud,services,third-party) [inferred]
(cloud,software) [inferred]
(cloud,destinies,service) [inferred]
(cloud,services,wopata) [inferred]
(providers,strategies) [inferred]
(providers,third-party) [inferred]
(cloud,pete_bartolik,services) [inferred]
(cloud,service,services) [inferred]
(providers,services) [inferred]
(services,strategies) [inferred]
(cloud,cloud-to-edge,services) [inferred]
(services,spending) [inferred]
(cloud,services,strategies) [inferred]
(cloud,mini-clouds,service) [inferred]

WIP (Read more)

said Kilton Hopkins, CEO and co-founder of Edgeworx, a developer of an open source edge software platform. .It.s almost like a republic, where edge is the local government and cloud is this federated entity which oversees everything, but needs to allow the edge to independently operate
High Level Abstractions:

(cloud,software)
Inferred entity relationships (26)
(cloud,constrained,service) [inferred]
(cloud,providers,service) [inferred]
(cloud,third-party) [inferred]
(cloud,wopata) [inferred]
(cloud,destinies,strategies) [inferred]
(cloud,cloud-to-edge,pete_bartolik) [inferred]
(cloud,providers,strategies) [inferred]
(cloud,providers) [inferred]
(cloud,services,third-party) [inferred]
(cloud,cloud-to-edge,providers) [inferred]
(cloud,destinies,service) [inferred]
(cloud,cloud-to-edge,mini-clouds) [inferred]
(cloud,services,wopata) [inferred]
(cloud,mini-clouds,strategies) [inferred]
(cloud,cloud-to-edge,third-party) [inferred]
(cloud,pete_bartolik,services) [inferred]
(cloud,strategies,wopata) [inferred]
(cloud,service,services) [inferred]
(cloud,internet,services) [inferred]
(cloud,service,strategies) [inferred]
(cloud,cloud-to-edge,service) [inferred]
(cloud,cloud-to-edge,services) [inferred]
(cloud,cloud-to-edge,strategies) [inferred]
(cloud,real-time,service) [inferred]
(cloud,services,strategies) [inferred]
(cloud,mini-clouds,service) [inferred]

WIP (Read more)

In 2019, according to Synergy Research Group, spending on cloud infrastructure services.including infrastructure as a service, platform-as-a-service, and private cloud.for the first time exceeded spending on data center hardware and software, demonstrating how centralized computing has become the dominant force
High Level Abstractions:

(service,spending)
(service,software)
(infrastructure,service)
(cloud,service,services)
(infrastructure,service,services)
(services,spending)
(service,services,synergy_research_group)
(service,synergy_research_group)
(service,services,spending)
(platform-as-a-service,service,services)
(infrastructure,services)
(services,synergy_research_group)
(service,services,software)
Inferred entity relationships (50)
(infrastructure,jobs) [inferred]
(service,services,spending) [inferred]
(cloud,providers,service) [inferred]
(cloud,third-party) [inferred]
(service,technology) [inferred]
(service,spending) [inferred]
(cloud,wopata) [inferred]
(infrastructure,investments,technology) [inferred]
(infrastructure,threat) [inferred]
(infrastructure,services) [inferred]
(cloud,providers) [inferred]
(cloud,cloud-to-edge,providers) [inferred]
(service,software) [inferred]
(services,wopata) [inferred]
(cloud,cloud-to-edge,mini-clouds) [inferred]
(cloud,mini-clouds,strategies) [inferred]
(cloud,cloud-to-edge,third-party) [inferred]
(cloud,strategies,wopata) [inferred]
(infrastructure,transportation) [inferred]
(infrastructure,workers) [inferred]
(cloud,internet,services) [inferred]
(cloud,service,strategies) [inferred]
(cloud,cloud-to-edge,service) [inferred]
(cloud,cloud-to-edge,strategies) [inferred]
(service,transportation) [inferred]
(cloud,real-time,service) [inferred]
(services,synergy_research_group) [inferred]
(infrastructure,investments) [inferred]
(infrastructure,service) [inferred]
(cloud,constrained,service) [inferred]
(service,synergy_research_group) [inferred]
(cloud,destinies,strategies) [inferred]
(cloud,cloud-to-edge,pete_bartolik) [inferred]
(cloud,providers,strategies) [inferred]
(service,services,synergy_research_group) [inferred]
(infrastructure,united_states) [inferred]
(cloud,services,third-party) [inferred]
(cloud,software) [inferred]
(cloud,destinies,service) [inferred]
(cloud,services,wopata) [inferred]
(cloud,pete_bartolik,services) [inferred]
(services,strategies) [inferred]
(service,strategies) [inferred]
(cloud,cloud-to-edge,services) [inferred]
(service,services,software) [inferred]
(services,spending) [inferred]
(infrastructure,tribes) [inferred]
(cloud,services,strategies) [inferred]
(cloud,mini-clouds,service) [inferred]
(infrastructure,service,services) [inferred]

Target rule match count: 66.0 Challenge: 0.06 Momentum: 0.19 WIP: 0.25