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Marco	Mancini,	Ph.D.		
Senior	Scien)st	-	Advanced	Scien)fic	Compu)ng	Division	
CTO	–	Supercompu)ng	Center	
	
marco.mancini@cmcc.it	
h>p://github.com/km4rcus	
@marcomancini72	
h>ps://www.linkedin.com/in/marco-mancini-0787551	
	
Provisioning Flexible and High Available
Climate Data Services
About CMCC
•  CMCC is a non-profit research institution (Since 10th Dec. 2015 it is a
Foundation)
•  Established in 2005, with the financial support of the Ministry of Education,
University and Research (MIUR), the Ministry of the Environment and
Protection of Land and Sea (MATT), the Ministry of Agricultural and Forestry
Policies (MIPAF) and the Ministry of Finance (MEF)
•  CMCC’s Mission is to investigate and model our climate system and its
interactions with society and the environment to guarantee reliable, rigorous,
and timely scientific results to stimulate sustainable growth, protect the
environment, and to develop science driven adaptation and mitigation policies
in a changing climate.
•  6 Consortium Members: National Institute of Geophysics and Volcanology
(INGV); University of Salento; Italian Aerospace Research Center (CIRA S.c.p.a);
Ca’ Foscari University of Venice; University of Tuscia; University of Sassari.
•  8 Research Divisions: ASC, CSP, ECIP, IAFES, ODA, OPA, RAAS, REMHI
•  1 Supercomputing Center with HPC and Storage facilities
The big challenge is to model this complex system
•  Several complex processes
to be simulated
•  Several interacting
processes
•  Great range of time scales to
be analyzed
•  Great range of spatial scales
to be considered
•  Need interdisciplinar
sciences (physics, chemistry,
biology, geology,…)
•  Inherently non-linear
governing equations
•  Need sophisticated numerics
•  Need huge computational
resources
•  …and large volumes of data
can be produced
	
Warren	M.	Washington	–	NCAR	
Scien9fic	Grand	Challenges	Workshop	Series:	
Challenges	in	Climate	Change	Science	and	the	Role	of	Compu9ng	at	the	Extreme	Scale	
DOE	Workshop	(ASCR-BER)	
November	6-7,	2008
CMCC information LIfecycle Management plAtform
CLIMA
CMCC information LIfecycle Management plAtform
High
Performance
Computing
Analysis and
Visualization
Sharing and
Publication
Archiving and
Retrieval
Objectives
•  Enforcing Data Policies
•  Optimizing Storage Cost
•  Improving Data High Availability
•  Robust Implementation of Operational Chains
•  Ease Search&Discovery, Data Sharing and Collaboration
Federation of Data Services
CLIMA Data Service
Ingestion
Operational
Chains
Data
Access
Portal
Gateway
Search &
Discovery
Data
Manage-
ment
iRODS is an open-source
data management software:
•  Virtualization
•  Data Discovery
•  Workflow Automation
•  Data Sharing
Solr is open source
enterprise search server
that provides faceted
navigation, clustering,
grouping, and other
search features
Thredds is a data
access server that
provides bulk file
transfer, remote
access, subsetting,
web map services
Servers
Servers
Servers
Disks
Disks
Disks
Networking
Networking
Networking
VLAN
ONEFLOW
Storage ServiceCompute & Networking Service
Physical ResourcesStorageNetworkingVirtualization Authentication
Multi-tier
Infrastructure
Orchestration
(VMs)
Multi-tier Service
Orchestration
(Containers)
Multi-tier Application Provisioning - Scaling - Self Healing
Portal GatewayPortal GatewayWorkflow AutomationOperational ChainsData AccessData AccessSearch & DiscoverySearch & DiscoveryData ManagementData Management IngestionIngestion
CLIMA Rest Engine
CLIMA Backend
Create Data Service
ONEFLOWCLIMA Backend
Create Environment
Create API Key
Create Registration Token
Create OneFlow Service Template
Instantiate OneFlow Service Template
Create S3 Bucket
Instantiate Rancher Stack
Create Container Volumes
Data Service
OneFlow Template
Data Service
Rancher Stack
High Available Data Services
Amazon EC2 Amazon S3
ONEFLOW
VPN
VM	
VM	
VM	
VM	
VM	
VM	
VM	
VM	
VM	
VM	
VM	
VM	
ONEFLOW
Federation +
File Replication
Cross Data Center
Replication
Federation
Slave Zone
Master Zone
Current/Future Works
ONEFLOW
Thank you.

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OpenNebulaConf 2016 - Provisioning Flexible and High Available Climate Data Services by Marco Mancini, CMCC

  • 2. About CMCC •  CMCC is a non-profit research institution (Since 10th Dec. 2015 it is a Foundation) •  Established in 2005, with the financial support of the Ministry of Education, University and Research (MIUR), the Ministry of the Environment and Protection of Land and Sea (MATT), the Ministry of Agricultural and Forestry Policies (MIPAF) and the Ministry of Finance (MEF) •  CMCC’s Mission is to investigate and model our climate system and its interactions with society and the environment to guarantee reliable, rigorous, and timely scientific results to stimulate sustainable growth, protect the environment, and to develop science driven adaptation and mitigation policies in a changing climate. •  6 Consortium Members: National Institute of Geophysics and Volcanology (INGV); University of Salento; Italian Aerospace Research Center (CIRA S.c.p.a); Ca’ Foscari University of Venice; University of Tuscia; University of Sassari. •  8 Research Divisions: ASC, CSP, ECIP, IAFES, ODA, OPA, RAAS, REMHI •  1 Supercomputing Center with HPC and Storage facilities
  • 3. The big challenge is to model this complex system •  Several complex processes to be simulated •  Several interacting processes •  Great range of time scales to be analyzed •  Great range of spatial scales to be considered •  Need interdisciplinar sciences (physics, chemistry, biology, geology,…) •  Inherently non-linear governing equations •  Need sophisticated numerics •  Need huge computational resources •  …and large volumes of data can be produced Warren M. Washington – NCAR Scien9fic Grand Challenges Workshop Series: Challenges in Climate Change Science and the Role of Compu9ng at the Extreme Scale DOE Workshop (ASCR-BER) November 6-7, 2008
  • 4. CMCC information LIfecycle Management plAtform CLIMA CMCC information LIfecycle Management plAtform High Performance Computing Analysis and Visualization Sharing and Publication Archiving and Retrieval Objectives •  Enforcing Data Policies •  Optimizing Storage Cost •  Improving Data High Availability •  Robust Implementation of Operational Chains •  Ease Search&Discovery, Data Sharing and Collaboration Federation of Data Services
  • 5. CLIMA Data Service Ingestion Operational Chains Data Access Portal Gateway Search & Discovery Data Manage- ment iRODS is an open-source data management software: •  Virtualization •  Data Discovery •  Workflow Automation •  Data Sharing Solr is open source enterprise search server that provides faceted navigation, clustering, grouping, and other search features Thredds is a data access server that provides bulk file transfer, remote access, subsetting, web map services
  • 6. Servers Servers Servers Disks Disks Disks Networking Networking Networking VLAN ONEFLOW Storage ServiceCompute & Networking Service Physical ResourcesStorageNetworkingVirtualization Authentication Multi-tier Infrastructure Orchestration (VMs) Multi-tier Service Orchestration (Containers) Multi-tier Application Provisioning - Scaling - Self Healing Portal GatewayPortal GatewayWorkflow AutomationOperational ChainsData AccessData AccessSearch & DiscoverySearch & DiscoveryData ManagementData Management IngestionIngestion CLIMA Rest Engine CLIMA Backend
  • 7. Create Data Service ONEFLOWCLIMA Backend Create Environment Create API Key Create Registration Token Create OneFlow Service Template Instantiate OneFlow Service Template Create S3 Bucket Instantiate Rancher Stack Create Container Volumes
  • 8. Data Service OneFlow Template Data Service Rancher Stack
  • 9.
  • 10. High Available Data Services Amazon EC2 Amazon S3 ONEFLOW VPN VM VM VM VM VM VM VM VM VM VM VM VM ONEFLOW Federation + File Replication Cross Data Center Replication Federation Slave Zone Master Zone