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Search Topology and OptimizationApril 12, 2013
Mike Maadarani
SharePoint Architect
Bio..
Mike Maadarani
App Dev and Architecture for over 18 years (15 Years Microsoft, 3
Years with the “Other Guys”)
Business focused on Enterprise Content Management, Publishing Sites,
& Search
Technology focused on SharePoint, SQL Server and SharePoint
Integration
Architect, trainer, and presenter
Blog: www.maadarani.com
mike@maadarani.com; @mikemaadarani
Configuring SSA
and PS
Topology
Scenarios
Agenda
Closing and
Q&A
Relevancy, Query Builder, &
Optimization
SharePoint 2013
Search Overview
Architecture and Resource
Utilization
Hybrid… Say
What?
Search in 2010
Crawl Component
Query Component
SharePoint 2010 Search Service Application
Query
Engine
Property
Store
(SQL)
FAST Search for SharePoint 2010
FAST
Content
SSA
FAST
Query
SSA
FAST back-end components
(managed separately)
Extensibility:
• Sandbox
• Entity
Extraction
… In SharePoint 2013
SharePoint 2013 Search Service Application
Index
Component
Query
Engine
Content
Pipeline
Content
Processing
Component
Crawl
Component
Query
Processing
Component
Analytics
Processing
Component
Query
Pipeline
Search
Admin
Admin
Component
Entire index
on local disk
Property
Store
(SQL)
Analysis
Engine
Crawl Indexing
Engine
Link/query analysis
& recommendations
Separate crawl
and indexing
Extensibility:
• Web
callout
• Entity
Extraction
SharePoint 2013 Search Architecture
SharePoint
SP Apps
Devices
Non-SP UX
HTTP
File shares
SharePoint
User profiles
Lotus Notes
Documentum
Exchange folders
Custom - BCS
Public API
Search topology components
Why Search is so important?
I just uploaded a
document.
Make it searchable,
quick!
FAST
Why Search is so important?
EASY
Why Search is so important?
EASY
Why Search is so important?
Search Driven
Applications
Why Search is so important?
Search
Everything
I can find ALL of Rob
Ford’s hidden videos!
noderunner.exe noderunner.exe noderunner.exe noderunner.exe
Where does Search live in the farm?
Windows services
SharePoint Search Host Controller
service
Runtime/lifecycle control of search
components (except crawler)
 hostcontrollerservice.exe
SharePoint Server Search service
Crawl Component
 mssearch.exe
 mssdmn.exe
Processes
Noderunner.exe
Runtime environment for search
components (except crawler)
msseearch.exe
mssdmn.exe
Crawl
Componentnoderunner.exe
Search Runtime Environment
hostcontrollerservice.exe
Host Controller
SharePointAppServer
Search Service Instance: Provisioning of
the search service on each box
Search Service Application: SharePoint
Configuration entity
Still there, but only
Crawl Component
Admin
Component
Query
Processing
Component
Content
Processing
Component
Index
Component
Analytics
Processing
Component
Where do I host my
components?
CPU load
Driving factors
QPS
Query transformations
Network load
Driving factors
Number of index partitions
Size of queries and results
Example:
20 index partitions @ 20 qps => 200/100 Mbit/s
in/outbound
Query processing component (QPC)
Item
count
DPS QPS
Load impact (relative)
CPU Network Disk
http://social.technet.microsoft.com/wiki/contents/articles/16002.sharepoint-2013-capacity-planning-sizing-and-high-availability-for-search-in-
spc172.aspx
CPU load
Driving factors
QPS and item count
Guidelines per index component @ 2 GHz CPU
1M items: 5 QPS per CPU core
5M items: 2 QPS per CPU core
10M items: 1 QPS per CPU core
Disk load
Driving factors
QPS and item count
New content invalidates caches
Disk size: 500GB @ 10M items per index
component
Index component
Item
count
DPS QPS
Load impact (relative)
CPU Network Disk
Crawl component
CPU load
Driving factors
Documents per second
Link discovery
Crawl management
Network load
Driving factors
Downloading items from content sources
Passing items on to CPC
Disk load
All documents are temporarily stored in data folder
Item
count
DPS QPS
Load impact (relative)
CPU Network Disk
Content processing component (CPC)
CPU load
Driving factors
Documents per second
Document size and complexity
Feature extraction
Estimate: 5-10 DPS per CPU core
Network load
Driving factors
Documents per second
Document size
Item
count
DPS QPS
Load impact (relative)
CPU Network Disk
Analytics processing component (APC)
CPU load
Driving factors
Number of items
Site activity
Disk load
Local disk used for temporary storage
Bulk load, primacy concern is load isolation
Network load
Same as for CPU load
PLUS: Network traffic increases when distributing APC
across multiple machines
Item
count
DPS QPS
Load impact (relative)
CPU Network Disk
Search administration component
Low CPU and network load
Load increase with more components in the
search topology
Item
count
DPS QPS
Load impact (relative)
CPU Network Disk
Create your SSA
Small Search Topology
Fault tolerant small search topology
Host
VM
Index QPC
VM
Admin
Crawl
CPC
APC
Host
VM
Index QPC
VM
Admin
Crawl
CPC
APC
Other
SharePoint
applications
Web front
end
Admin
Crawl
CPC
APC
Index
QPC
Small search farm (up to 10M items)
Scaling from small to medium search topology
Adm
Adm
Extend your SSA
Medium Search Topology
Hybrid Search
Why Hybrid Search?
 Hybrid SharePoint environment
 Pieces of content distributed across multiple environments
 Complexity due to multiple locations
 Many top level domains requiring knowledge of where to go to locate
the most relevant content
 No single Enterprise Search Center for finding content
 Lost user productivity and added frustration while trying to locate
relevant content
Benefits
 Provide integrated search results allowing for a single place to find
content
 One Enterprise Search center to reduce User Interface complexity
 Query all of your SharePoint content at the same time
 Allow O365 and On-Premises solutions to coexist
 Provides a solution allowing customers to move to the cloud on their
own terms
 Reduce operation cost
 Take advantage of newer SharePoint feature updates in O365
 Hybrid search solves many problems as data is moving from on-
premises to O365
One-way outbound topology
WFE
SharePoint Online
Local search
results only
Site collection
Office365 tenant SharePoint Server 2013 Farm
Hybrid search
results
Outbound
Inbound
SharePoint Online can NOT query SharePoint On-prem
Internet
Microsoft data center On-premises
SharePoint Server can query SharePoint Online
One-way inbound topology
WFE
SharePoint Online
Local search
results only
Site collection
Office365 tenant SharePoint Server 2013 Farm
Hybrid search
results
Outbound
Inbound
SharePoint Online can query
SharePoint On-prem
Internet
Microsoft data center On-premises
SharePoint Server can NOT query
SharePoint Online
Reverse Proxy
DMZ
One-way inbound topology
WFE
SharePoint Online
Local search
results only
Site collection
Office365 tenant SharePoint Server 2013 Farm
Hybrid search
results
Outbound
Inbound
SharePoint Online can query
SharePoint On-prem
Internet
Microsoft data center On-premises
SharePoint Server can query
SharePoint Online
Reverse Proxy
DMZ
Tweaking Your results
Challenges: Intent
Where is my talk
Project Plan?
Are Documents held at
the same place?
I wonder if there are
references from
previous projects?
Different people have different
intents
Query Rules help you handle
intents
There is rarely a single right
answer
Infrastructure
Project
Authorities: SSA-level configuration
Sites that are important
Sites with low intrinsic relevance
Takes ~24hrs to
propagate
Authorities: Connected
Authorities: Connected
Setting an authority affects all sites connected through hyperlinks
Sites are weighted
by distance to
the authority
Query Rules
Tune Search Results
Created at the SSA, Tenant, Site Collection or Site
SSA
Site Collection
Site
Query Rules
Condition
When Do I apply the rule?
Action
What to do when the rule is matched?
Publishing
When should the rule be active?
Query Rules
 Exact match, beginning or end
 Ad-hoc or term store dictionary
 Match a regex (advanced)
 Is this query more likely aimed at
the following source…?
 Do people mostly click on result of
the following type…?
 Show a promoted result
 Show a block of results
 Replace the core results
with a different query
Query Builder
Dynamically Ranking Change
Part of the query
Results Ranking
Query Builder
Configuration in the Conceptual Relevance Flow
For all queries:
Authorities: Level 1: http://employment
Ranking model: {incorporate user ratings}
Query:
HR Employment
quarterly
report
Search
Web Part
Query Processing Engine
Document
Collection
Thesaurus: HR  Human Resources
Best bets: HR Employment /HR/employment
(WORDS HR, Human Resources) AND
(WORDS employees, employed) AND
(WORDS quarterly, quarterlies) AND
(WORDS report, reports, reported)
Mixed Results for:
• HR Employment best bet
• HR Employment quarterly
report
• HR Employment
ContentType=reports
Dynamic Reordering Rules:
Quarterly Report 
{prefer docs from http://reports}
Query Rule:
{Terms} Quarterly Report 
{Terms} ContentType=“reports”
Create a Query Rule – Hybrid
From Result Source drop-down list, select the specified result source
Under Query is performed on these sources, if you select “One of
these sources”, make sure to select the result source you created
Hybrid Results
Results from
SharePoint
Online
Results from
SharePoint
Server
Session Objective and Takeaways
High Availability and Performance
Better Search Quality
Better management
Friendly results and tools
Thank You!
www.maadarani.com, mike@maadarani.com , @mikemaadarani
www.slideshare.net/maadarani

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SharePoint 2013 Search Topology and Optimization

  • 1. Search Topology and OptimizationApril 12, 2013 Mike Maadarani SharePoint Architect
  • 2. Bio.. Mike Maadarani App Dev and Architecture for over 18 years (15 Years Microsoft, 3 Years with the “Other Guys”) Business focused on Enterprise Content Management, Publishing Sites, & Search Technology focused on SharePoint, SQL Server and SharePoint Integration Architect, trainer, and presenter Blog: www.maadarani.com mike@maadarani.com; @mikemaadarani
  • 3. Configuring SSA and PS Topology Scenarios Agenda Closing and Q&A Relevancy, Query Builder, & Optimization SharePoint 2013 Search Overview Architecture and Resource Utilization Hybrid… Say What?
  • 4. Search in 2010 Crawl Component Query Component SharePoint 2010 Search Service Application Query Engine Property Store (SQL)
  • 5. FAST Search for SharePoint 2010 FAST Content SSA FAST Query SSA FAST back-end components (managed separately) Extensibility: • Sandbox • Entity Extraction
  • 6. … In SharePoint 2013 SharePoint 2013 Search Service Application Index Component Query Engine Content Pipeline Content Processing Component Crawl Component Query Processing Component Analytics Processing Component Query Pipeline Search Admin Admin Component Entire index on local disk Property Store (SQL) Analysis Engine Crawl Indexing Engine Link/query analysis & recommendations Separate crawl and indexing Extensibility: • Web callout • Entity Extraction
  • 7. SharePoint 2013 Search Architecture SharePoint SP Apps Devices Non-SP UX HTTP File shares SharePoint User profiles Lotus Notes Documentum Exchange folders Custom - BCS Public API Search topology components
  • 8. Why Search is so important? I just uploaded a document. Make it searchable, quick! FAST
  • 9. Why Search is so important? EASY
  • 10. Why Search is so important? EASY
  • 11. Why Search is so important? Search Driven Applications
  • 12. Why Search is so important? Search Everything I can find ALL of Rob Ford’s hidden videos!
  • 13. noderunner.exe noderunner.exe noderunner.exe noderunner.exe Where does Search live in the farm? Windows services SharePoint Search Host Controller service Runtime/lifecycle control of search components (except crawler)  hostcontrollerservice.exe SharePoint Server Search service Crawl Component  mssearch.exe  mssdmn.exe Processes Noderunner.exe Runtime environment for search components (except crawler) msseearch.exe mssdmn.exe Crawl Componentnoderunner.exe Search Runtime Environment hostcontrollerservice.exe Host Controller SharePointAppServer Search Service Instance: Provisioning of the search service on each box Search Service Application: SharePoint Configuration entity Still there, but only Crawl Component Admin Component Query Processing Component Content Processing Component Index Component Analytics Processing Component
  • 14. Where do I host my components?
  • 15. CPU load Driving factors QPS Query transformations Network load Driving factors Number of index partitions Size of queries and results Example: 20 index partitions @ 20 qps => 200/100 Mbit/s in/outbound Query processing component (QPC) Item count DPS QPS Load impact (relative) CPU Network Disk http://social.technet.microsoft.com/wiki/contents/articles/16002.sharepoint-2013-capacity-planning-sizing-and-high-availability-for-search-in- spc172.aspx
  • 16. CPU load Driving factors QPS and item count Guidelines per index component @ 2 GHz CPU 1M items: 5 QPS per CPU core 5M items: 2 QPS per CPU core 10M items: 1 QPS per CPU core Disk load Driving factors QPS and item count New content invalidates caches Disk size: 500GB @ 10M items per index component Index component Item count DPS QPS Load impact (relative) CPU Network Disk
  • 17. Crawl component CPU load Driving factors Documents per second Link discovery Crawl management Network load Driving factors Downloading items from content sources Passing items on to CPC Disk load All documents are temporarily stored in data folder Item count DPS QPS Load impact (relative) CPU Network Disk
  • 18. Content processing component (CPC) CPU load Driving factors Documents per second Document size and complexity Feature extraction Estimate: 5-10 DPS per CPU core Network load Driving factors Documents per second Document size Item count DPS QPS Load impact (relative) CPU Network Disk
  • 19. Analytics processing component (APC) CPU load Driving factors Number of items Site activity Disk load Local disk used for temporary storage Bulk load, primacy concern is load isolation Network load Same as for CPU load PLUS: Network traffic increases when distributing APC across multiple machines Item count DPS QPS Load impact (relative) CPU Network Disk
  • 20. Search administration component Low CPU and network load Load increase with more components in the search topology Item count DPS QPS Load impact (relative) CPU Network Disk
  • 23. Fault tolerant small search topology Host VM Index QPC VM Admin Crawl CPC APC Host VM Index QPC VM Admin Crawl CPC APC
  • 25. Scaling from small to medium search topology Adm Adm
  • 29. Why Hybrid Search?  Hybrid SharePoint environment  Pieces of content distributed across multiple environments  Complexity due to multiple locations  Many top level domains requiring knowledge of where to go to locate the most relevant content  No single Enterprise Search Center for finding content  Lost user productivity and added frustration while trying to locate relevant content
  • 30. Benefits  Provide integrated search results allowing for a single place to find content  One Enterprise Search center to reduce User Interface complexity  Query all of your SharePoint content at the same time  Allow O365 and On-Premises solutions to coexist  Provides a solution allowing customers to move to the cloud on their own terms  Reduce operation cost  Take advantage of newer SharePoint feature updates in O365  Hybrid search solves many problems as data is moving from on- premises to O365
  • 31. One-way outbound topology WFE SharePoint Online Local search results only Site collection Office365 tenant SharePoint Server 2013 Farm Hybrid search results Outbound Inbound SharePoint Online can NOT query SharePoint On-prem Internet Microsoft data center On-premises SharePoint Server can query SharePoint Online
  • 32. One-way inbound topology WFE SharePoint Online Local search results only Site collection Office365 tenant SharePoint Server 2013 Farm Hybrid search results Outbound Inbound SharePoint Online can query SharePoint On-prem Internet Microsoft data center On-premises SharePoint Server can NOT query SharePoint Online Reverse Proxy DMZ
  • 33. One-way inbound topology WFE SharePoint Online Local search results only Site collection Office365 tenant SharePoint Server 2013 Farm Hybrid search results Outbound Inbound SharePoint Online can query SharePoint On-prem Internet Microsoft data center On-premises SharePoint Server can query SharePoint Online Reverse Proxy DMZ
  • 35. Challenges: Intent Where is my talk Project Plan? Are Documents held at the same place? I wonder if there are references from previous projects? Different people have different intents Query Rules help you handle intents There is rarely a single right answer Infrastructure Project
  • 36. Authorities: SSA-level configuration Sites that are important Sites with low intrinsic relevance Takes ~24hrs to propagate
  • 38. Authorities: Connected Setting an authority affects all sites connected through hyperlinks Sites are weighted by distance to the authority
  • 39. Query Rules Tune Search Results Created at the SSA, Tenant, Site Collection or Site SSA Site Collection Site
  • 40. Query Rules Condition When Do I apply the rule? Action What to do when the rule is matched? Publishing When should the rule be active?
  • 41. Query Rules  Exact match, beginning or end  Ad-hoc or term store dictionary  Match a regex (advanced)  Is this query more likely aimed at the following source…?  Do people mostly click on result of the following type…?  Show a promoted result  Show a block of results  Replace the core results with a different query
  • 42. Query Builder Dynamically Ranking Change Part of the query Results Ranking
  • 44. Configuration in the Conceptual Relevance Flow For all queries: Authorities: Level 1: http://employment Ranking model: {incorporate user ratings} Query: HR Employment quarterly report Search Web Part Query Processing Engine Document Collection Thesaurus: HR  Human Resources Best bets: HR Employment /HR/employment (WORDS HR, Human Resources) AND (WORDS employees, employed) AND (WORDS quarterly, quarterlies) AND (WORDS report, reports, reported) Mixed Results for: • HR Employment best bet • HR Employment quarterly report • HR Employment ContentType=reports Dynamic Reordering Rules: Quarterly Report  {prefer docs from http://reports} Query Rule: {Terms} Quarterly Report  {Terms} ContentType=“reports”
  • 45. Create a Query Rule – Hybrid From Result Source drop-down list, select the specified result source Under Query is performed on these sources, if you select “One of these sources”, make sure to select the result source you created
  • 47. Session Objective and Takeaways High Availability and Performance Better Search Quality Better management Friendly results and tools
  • 48. Thank You! www.maadarani.com, mike@maadarani.com , @mikemaadarani www.slideshare.net/maadarani

Editor's Notes

  1. On-premises SharePoint Server 2013 Enterprise Search portal: Local and remote search results are availableSharePoint Online search portal: Local search results are available
  2. Reverse proxy devices play a role in the secure configuration of a hybrid SharePoint Server 2013 deployment when inbound traffic from SharePoint Online needs to be relayed to your on-premises SharePoint Server 2013 farmWindows Server 2012 with Web Application ProxyG5 Big-IP
  3. Reverse proxy devices play a role in the secure configuration of a hybrid SharePoint Server 2013 deployment when inbound traffic from SharePoint Online needs to be relayed to your on-premises SharePoint Server 2013 farmWindows Server 2012 with Web Application ProxyG5 Big-IPTwo-way trust is needed