SFQM and Doctor. Keeping My (Telco) Cloud Afloat. Emma Foley, Intel Maryam Tahhan, Intel Carlos Gonçalves, NEC Ryota Mibu, NEC
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1 SFQM and Doctor Keeping My (Telco) Cloud Afloat Emma Foley, Intel Maryam Tahhan, Intel Carlos Gonçalves, NEC Ryota Mibu, NEC
2 Outline Introduction SFQM Doctor Demo Summary
3 Components
4 Data Centres are powering our everyday lives. Organizations lose an average of $138,000 for one hour of downtime. [1]. Telco and Enterprise alike are asking how they get and provide Service Assurance, QoS and provide SLA s on the platform and services when deploying NFV. It is vital to monitor systems for malfunctions or misbehaviours that could lead to service disruption and promptly react to these faults/events to minimize service disruption/downtime.
5 SFQM Overview Develop the utilities and libraries in DPDK to support: Measuring Telco Traffic and Performance KPIs. Including: Packet Delay Variation. Packet loss. Monitoring the performance + status of the DPDK interfaces. Detecting and reporting violations that can be consumed by VNFs and higher level fault management systems.
6 SFQM Overview Develop the utilities and libraries in DPDK to support: Measuring Telco Traffic and Performance KPIs. Including: Packet Delay Variation. Packet loss. Monitoring the performance + status of the DPDK interfaces. Detecting and reporting violations that can be consumed by VNFs and higher level fault management systems.
7
8 Collectd + OVS Statistics OVS Events plugin OVS Util plugin Features: Connect / Disconnect, Subscribe for DB table events, Custom requests, DB Echos for livelines Upstreaming at
9 Collectd with RAS Statistics Reliability, Availability and Serviceability features Reporting Machine Check Errors Hardware errors that are corrected get reported by the HW to SW
10 Collectd with RDT Statistics Resource Director Technology Per Core: Last Level Cache (LLC) Occupancy Local Memory Bandwidth Remote Memory Bandwidth
11 Collectd + DPDK Latency Stats New DPDK library to address issue Designed to calculate latency stats and report Measures min, avg, max latency and jitter Current implementation supports global latency stats Request For Comments on DPDK-dev mailing list:
12 Collectd + DPDK Statistics Dpdkstat Collectd plugin : Merged! DPDK secondary process Monitor DPDK primary application Read extended NIC statistics Publish statistics to collectd
13 Collectd + DPDK Statistics
14
15
16 Status Update I
17 Status Update II Taking advantage of the notification plugin architecture in collectd to post an event (like link status failure or application thread failure) directly to the notification bus for immediate alarming in Aodh. Performance, scalability and aggregation analysis. Gnocchi integration
18 Doctor Project in OPNFV working on building an open-source NFVI fault management and maintenance framework to ensure Telco VNFs availability in fault and maintenance events Identify requirements Gap analysis Implementation work in upstream Integration and testing Consistent Resource State Awareness Immediate Notification Extensible Monitoring Fault Correlation
19 Doctor: fault management use case
20 Doctor: mapping to the OpenStack ecosystem
21 Doctor: focus of initial contributions Consistent Resource State Awareness Immediate Notification
22 Doctor: focus of initial contributions Consistent Resource State Awareness Immediate Notification
23 Doctor: extending contribution focus Consistent Resource State Awareness Immediate Notification Extensible Monitoring Fault Correlation
24 Doctor Inspector The module has the ability to... receive various failure notifications regarding physical resource(s) from Monitor module(s) find the affected virtual resource(s) by querying the resource map in the Controller module update the state of the virtual resource (and physical resource) It has drivers for different types of events and resources Uses a failure policy database
25 Why a failure policy database? Failure can be subjective. Depends on Applications (VNFs) Back-end technologies used in the deployment Redundancy of the equipment/components Operator Policy Regulation Topologies of Network / Power-supply So, failure has to be dynamically configurable case by case
26 Doctor Inspector: OpenStack Congress Governance as a Service Define and enforce policy for Cloud Services Dynamic data collection from OpenStack services Flexible policy definition for correlation (Datalog) Well integrated with other OpenStack projects Policy example host_down(host) :doctor:events(hostname=host, type="compute.host.down", status="down") execute[nova:services.force_down(host, "nova-compute", "True")] :host_down(host)
27 Congress PushType DataSource Driver
28 Congress Doctor Driver
29 Doctor blueprints in OpenStack Project Blueprint Spec Drafter Developer Status Aodh Event Alarm Evaluator Ryota Mibu (NEC) Ryota Mibu (NEC) Completed (Liberty) Nova New nova API call to mark nova-compute down Tomi Juvonen (Nokia) Roman Dobosz (Intel) Completed (Liberty) Support forcing service down Tomi Juvonen (Nokia) Carlos Goncalves (NEC) Completed (Liberty) Get valid server state Tomi Juvonen (Nokia) Tomi Juvonen (Nokia) Completed (Mitaka) Add notification for service status change Balazs Gibizer (Ericsson) Balazs Gibizer (Ericsson) Completed (Mitaka) Maintenance Reason to Server Tomi Juvonen (Nokia) Tomi Juvonen (Nokia) WIP (Ocata) Push Type Datasource Driver Masahito Muroi (NTT) Masahito Muroi (NTT) Completed (Mitaka) Adds Doctor Driver Masahito Muroi (NTT) Masahito Muroi (NTT) Completed (Mitaka) Port data plane status Carlos Goncalves (NEC) Carlos Goncalves (NEC) WIP (Ocata) Congress Neutron
30 SFQM + Doctor Ceilometer
31 Demo
32 What will be demonstrated - Link status check (DPDK) - Fault detection propagation (collectd-ceilometer-plugin) - Resource state correction (Nova) - Alarm the OpenStack admin/user (Aodh) - Active-Standby service switching (User)
33
34 Summary Trying to manage a complex cloud solution without a proper telemetry infrastructure in place is like trying to walk across a busy highway with blind eyes and deft ears. You have little to no idea of where the issues can come from, and no chances to take any smart move without getting in trouble. [2] Doctor Painting the pedestrian crossing
35 References [1] e/ [2]
36
37 Legal notices and disclaimers Intel technologies features and benefits depend on system configuration and may require enabled hardware, software or service activation. Learn more at intel.com, or from the OEM or retailer. No computer system can be absolutely secure. Tests document performance of components on a particular test, in specific systems. Differences in hardware, software, or configuration will affect actual performance. Consult other sources of information to evaluate performance as you consider your purchase. For more complete information about performance and benchmark results, visit Intel, the Intel logo and others are trademarks of Intel Corporation in the U.S. and/or other countries. *Other names and brands may be claimed as the property of others Intel Corporation.
38 The Corner Stone Telemetry is the cornerstone for: Billing Benchmarking Intelligent orchestration Fault management
39 Use case example
40 Use case Example Compute node DPDK interface monitoring for Host link status and switches from active to standby service when the link goes down. Compute Node 1 VNF collectd OVS With DPDK Controller ceilometer Compute Node 2 aodh VNF OVS VNF = Active VNF = Standby
41 Use case Example Compute node DPDK interface monitoring for Host link status and switches from active to standby service when the link goes down. localhost-port.0-link_status!= 0 Compute Node 1 VNF collectd OVS With DPDK Controller ceilometer Compute Node 2 aodh VNF OVS VNF = Active VNF = Standby
42 Use case Example Compute node DPDK interface monitoring for Host link status and switches from active to standby service when the link goes down. localhost-port.0-link_status!= 0 Compute Node 1 VNF collectd OVS With DPDK Controller ceilometer Compute Node 2 aodh VNF OVS VNF = Active VNF = Standby
43 Use case Example Compute node DPDK interface monitoring for Host link status and switches from active to standby service when the link goes down. localhost-port.0-link_status!= 0 Compute Node 1 VNF collectd OVS With DPDK X Controller ceilometer Compute Node 2 aodh VNF OVS VNF = Active VNF = Standby
44 Use case Example Compute node DPDK interface monitoring for Host link status and switches from active to standby service when the link goes down. localhost-port.0-link_status == 0 Compute Node 1 VNF collectd OVS With DPDK X Controller ceilometer Compute Node 2 aodh VNF OVS VNF = Active VNF = Standby
45 Use case Example Compute node DPDK interface monitoring for Host link status and switches from active to standby service when the link goes down. Compute Node 1 (out of service) VNF collectd OVS With DPDK X Controller ceilometer Compute Node 2 aodh VNF OVS VNF = Active
46 Collectd ceilometer plugin
47 Doctor blueprints in OpenStack Liberty Project Blueprint Spec Drafter Developer Status Aodh Event Alarm Evaluator Ryota Mibu (NEC) Ryota Mibu (NEC) Completed (Liberty) Nova New nova API call to mark nova-compute down Tomi Juvonen (Nokia) Roman Dobosz (Intel) Completed (Liberty) Support forcing service down Tomi Juvonen (Nokia) Carlos Goncalves (NEC) Completed (Liberty)
48 State correction
49 From project creation to Brahmaputra release
50 Immediate event alarming
51 Doctor Inspector The module has the ability to... receive various failure notifications regarding physical resource(s) from Monitor module(s) find the affected virtual resource(s) by querying the resource map in the Controller module update the state of the virtual resource (and physical resource) It has drivers for different types of events and resources Monitor: collectd, Zabbix, Resources: servers, networks, storage,... Uses a failure policy database Decide on the failure selection and aggregation from raw events Configured by the administrator (physical resources) and user (virtual resources)
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