Middleware Progress report and plans

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Transcript Middleware Progress report and plans

Wojciech Sliwinski
[email protected]
Beams Department, Controls Group
CERN
Outline

Defining Middleware

Types of Middleware

CERN Acc. Controls Messaging Infrastructure

Middleware Review for CERN Acc. Controls

Conclusions
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Outline

Defining Middleware

Types of Middleware

CERN Acc. Controls Messaging Infrastructure

Middleware Review for CERN Acc. Controls

Conclusions
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Why Middleware?

How do we build/connect
applications over a
network?

How do we facilitate
Distributed Computing
(2-tier, …, n-tier)?

How to support the
heterogeneous
environments?
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What is Middleware?

Software, which allows an application to interoperate with other
software, without requiring the user to understand and to code
the low-level operations required to achieve interoperability
 Software layer between OS and the applications
 Hides complexity & heterogenity of distributed system
 Handles issues related to OS, Network Protocols & hardware platforms
Application
Standard API
Application
Standard API
MW
Specific API
Operating
System1
Application
Standard API
MW
Specific API
Operating
System2
MW
Specific API
Operating
SystemN
Communication system
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Introduction to Middleware

Middleware provides support for:
 Naming, Location, Service discovery, Replication
 Protocol handling, Communication faults, QoS
 Synchronisation, Concurrency, Failover, Scalability
 Access control,Middleware
Authentication
is everywhere.
You might think you can leave it but it just finds you again :-)

Middleware dimensions:
 Request-Reply
 Language-specific
 Proprietary
 Small-scale
 Tightly-coupled
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vs.
vs.
vs.
vs.
vs.
Asynchronous Messaging
Language-independent
Standards-based
Large-scale
Loosely-coupled components
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Outline

Defining Middleware

Types of Middleware

CERN Acc. Controls Messaging Infrastructure

Middleware Review for CERN Acc. Controls

Conclusions
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Middleware – large domain … which to choose?
Network
Embedded
LAN
req/rep
direct
p2p
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WAN/
Internet
pub/sub
broker
rpc/orb
message
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Types of Middleware

Remote Procedure Call (RPC)

Object-Oriented Middleware (OOM)

Message-Oriented Middleware (MOM)

Event-Based Middleware a.k.a Publish-Subscribe
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Remote Procedure Call - RPC






Masks remote function calls as being local
Client-Server model with Request-Reply paradigm
Synchronous communication
Marshalling of function parameters and return value
Provides Location & Platform transparency
Technologies:
 DCE-RPC
 XML-RPC
Client App.
Server App.
IDL Stub
IDL Skeleton
Req/Reply
Network
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Network
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RPC - Disadvantages

Synchronous Request-Reply interaction
 Tight coupling between client and server
 Client may block for a long time if server loaded
○ Multi-threaded programming at client
 Slow/failed clients may delay servers when replying
○ Multi-threaded programming at servers

RPC paradigm is not object-oriented
 Invoke functions on servers as opposed to methods on objects
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Object-Oriented Middleware - OOM




Client-Server model with Request-Reply paradigm
Synchronous communication
Marshalling of function parameters and return value
Provides Location & Platform transparency
 Objects can be local or remote
 Remote objects accesible via proxy objects

Technologies:
 OMG CORBA
Client App.
IDL Skeleton
 MS DCOM
 Java RMI
 SOAP
Server App.
IDL Stub
POA Adapter
Client ORB
Server ORB
Req/Reply
IIOP
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IIOP
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Object-Oriented MW - Disadvantages

Synchronous Request-Reply interaction
 Tight coupling between client and server
 Client may block for a long time if server loaded
○ Multi-threaded programming at client
 Slow/failed clients may delay servers when replying
○ Multi-threaded programming at servers

Distributed garbage collection
 Releasing memory for unused remote objects
 Error-prone and difficult to debug

Static mappings and heavy-weight development
 Difficult to extend an operational system
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Message-Oriented Middleware - MOM





Data exchange via Messages & Message Queues
Asynchronous communication (Point-to-point  One-to-One)
Client and Server are loosely coupled
Message Servers may do filtering, transforming, logging…
Technologies: IBM WebSphereMQ, TIBCO Rendez-vous, JMS, SOAP
Client App.
Message
Servers
Server App.
local message
queues
message
queues
local message
queues
Network
Network
Network
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Message-Oriented MW - Disadvantages

Poor programming abstraction (but has evolved)
• Rather low-level
• Request-Reply more difficult to achieve, but can be done

Message formats originally unknown to middleware
• No type checking (solved in JMS)

Queue abstraction only gives One-to-One communication
• Limits scalability (solved in JMS with Publish-Subscribe)
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What we lack, so far

General interaction patterns
• We have Request-Reply and One-to-One
• Publish-Subscribe? One-to-Many? Many-to-Many?
• Dynamic joining and leaving?

Location transparency
• Anonymity of communicating entities
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Event-Based Middleware a.k.a Publish-Subscribe





Publishers (advertise and) publish Events (Messages)
Subscribers express interest in Events with Subscriptions
Event Service notifies interested Subscribers of published Events
Events can have arbitrary content (typed)
Technologies (Brokers): JMS (ActiveMQ, RabbitMQ), AMQP (…)
Publisher1
Event Service
(Broker)
publish
Publisher2
Subscriber1
subscribe
notify
Subscriber2
…
…
topics
PublisherN
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SubscriberN
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Properties of Publish-Subscribe

Asynchronous communication
• Publishers and Subscribers are loosely coupled

Many-to-Many interaction between Pubs and Subs
• Scalable scheme for large-scale systems
• Publishers do not need to know Subscribers, and vice-versa
• Dynamic join and leave of Pubs & Subs (thanks to Brokers)

Topic based Publish-Subscribe very expressive
• Filtered information delivered only to interested parties
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Outline

Defining Middleware

Types of Middleware

CERN Acc. Controls Messaging Infrastructure

CERN Acc. Controls Middleware Review

Conclusions
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CERN Controls Middleware – in all SW tiers…
GENERAL
PURPOSE
NETWORK
OPERATOR
CONSOLES
CMW client (C++/Java)
GUIs, LabView, RADE
FILE SERVERS
TCP/IP
communication services
JMS client
(Java)
GUIs
APPLICATION SERVERS
SCADA SERVERS
TCP/IP communication services
CMW server (C++/Java)
JMS client (Java)
TIMING GENERATION
Proxy, DIP, AlarmMon, AQ
Servers: Logging, InCA, SIS
CMW client (Java servers)
Logging, LSA, InCA, SIS
RT Lynx/OS
VME FRONT ENDS
WORLDFIP
Front Ends
T
T
T
T
M IDDLE TIER
CERN GIGABIT ETHERNET TECHNICAL NETWORK
FIXED
DISPLAYS
PRESENTATION TIER
OPERATOR
CONSOLES
PLCs
BEAM POSITION MONITORS,
BEAM LOSS MONITORS,
BEAM INTERLOCKS,
RF SYSTEMS, ETC…
T
T
QUENCH PROTECTION AGENTS,
POWER CONVERTERS FUNCTIONS
GENERATORS, CRYO TEMPERATURE
SENSORS…
DIRECT I/O
T
T
FIP/IO
T
PROFIBUS
OPTICAL
FIBERS
T
CMW server (C++)
PVSS (Cryo, Vacuum)
RESOURCE TIER
CMW server (C++)
FESA, FGC, GM
WorldFIP SEGMENT
(1, 2.5 MBits/sec)
TCP/IP communication services
ACTUATORS AND SENSORS
CRYOGENICS, VACUUM, ETC…
LHC MACHINE
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JMS for Accelerator Controls
Java Messaging Service
 Purpose

 Reliable transport of data between Java Processes
 Controls
○ Alarm System
○ Data Rendering Services
○ (Control) GUIs
○ Logging Services
○ Beam Security System(s)
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No JMS No Beam !
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JMS for Accelerator Controls
~50 Processes
~46K Subscriptions
280 Connections
JAVA Process
JAPC
JMS
CMW
~100 Processes
GUI Process
JMS
JMS
CMW
JAPC
C/C++ Process
CMW
CMW
Front End
4000 servers @
1700 machines
Devices / Hardware
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Examples of JMS ”aware” systems
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History of JMS in Accelerator Controls

Usage of SonicMQ JMS for LHC Alarm System since 2001

ActiveMQ introduced in 2005

Other project started to use JMS service

Today vital part of Beam Operations
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Technical Aspects

Broker Configuration
 Non-persistent messages on topics
 No subscription recovery policy
 No durable subscribers
 No exclusive consumers
 No replyTo mechanism
 Broker is persistent

Clients
 Pure JAVA - Wireformat Protocol
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General JMS Deployment Situation

SonicMQ : 12 Brokers
 TIM, LASER, DIAMON
 Always as two node cluster

ActiveMQ : 16 Brokers
 One main default Broker Service
 Otherwise project dedicated Brokers

All Brokers on Technical Network
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Overall Broker Service Jan 2011
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JMS Service Data Handling

Central JMS Service (276 days in 2010)
 58 Million msg / day
 120 TB IN
 650 TB OUT

=> 440 GB /day
=> 2.5 TB /day
YES, ActiveMQ
can!
Additional handling of
 Heavy Connection and
Subscription handling
 Bursts loads

Connected subscribers grew
from 2K to 12K in 6 months
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Data Handling during LHC startup 2010
Total Data Out
2.57 TB/day
Increase in data demand
1TB/day
LHC startup
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JMS Service Availability 2010*

Total hours : 6624

ActiveMQ:
 = 8 minutes downtime (due to kernel update)

SoniqMQ :
 = 8 hours downtime
* November 2010
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Monitoring and Troubleshooting Tools

DIAMON & Lemon

JConsole / JVisualVM

Dump of broker information to SQLite DB

Traffic Monitoring Tool

Various Message Listeners
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Easy Identification of Bad Producers
Problematic Producer
Fixed
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JMS Service – Lessons Learnt

ActiveMQ was a good choice
 Running reliably
 Performs well
 Provides many metrics for diagnostic and monitoring
 Good integration in BE-CO monitoring tools via JMX

Projects are not always aware of sending
so much data
 Service Level Agreements with projects required
 More analyzing tools for end users required
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JMS Service – Lessons Learnt

Monitoring is a vital part of operations
 Message reception speed test
 Memory Percent usage
 JMX attributes (#topics, #consumers, #subscriptions)

Broker Configuration is not always obvious
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JMS Service – Lessons Learnt

Clustering
 Good for failover and load balancing
 Additional complexity
 Updating clients for new cluster members
○ Automatic rebalancing of clients

Memory is important
 Tuning of Java GC options
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Outline

Defining Middleware

Types of Middleware

CERN Acc. Controls Messaging Infrastructure

CERN Acc. Controls Middleware Review

Conclusions
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CERN Controls Middleware – CMW
GUI operator consoles
Controls Middleware
Front ends
“virtual devices”
Embedded Middleware
Hardware Devices
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CMW Mandate & Scope
Standard set of MW solutions & libraries
 Centrally managed services
 Track & optimize runtime parameters

Control System
GUI Applications

Scope: CERN Accelerator Complex
 Operational 24*7*365
Control Logic
Middleware
 Must be Reliable & High Quality
 ~80’000 HW devices, ~4’000 servers
 ~1700 machines, ~2’000’000 IO points
 Huge infrastructure!
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CMW Data Flow
JMS
Broker
JAVA Process
JAPC
JMS
CMW
JAVA Process
MONITOR
C/C++ Process
CMW
FEC
JMS
CMW
JAPC
GET / SET
CMW
publisher
direct
Devices / Hardware
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CERN Controls Middleware
Linux/Windows
Problems:
- C++ and Java implementations differ
- Heavy in memory usage
- Complex error prone API
- No direct support for pub/sub
Controls
Middleware
- Blocking
issues
(JacORB)
- Shrinking community
- Lack of new releases and bug fixes
C++/Java process
Controls Middleware API

CORBA


TCP/IP


CORBA

Controls Middleware API
Long LHC shutdown at the end of 2012 C++ process
A unique possibility!
RT Linux/LynxOS
Instead of patching let’s provide a new one!
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CERN Middleware Requirements
Lightweight
Active community
Desirable
Friendly API, documentation
Request/reply & pub/sub patterns
QoS
Asynchronous
Mandatory
Performance & Scalability
Stability, Maturity & Longevity
Open source, redistributable license
C++/Java
Fundamental
Linux/Windows
Over TCP/IP LAN
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How did we evaluate –> our criteria
Appearance
Simple usage
• Creators
• specification
• documentation
• Users
• forums
• bug reports
• Internet
Testing
• Download
• licensing
• Compile
• Linux
• LynxOS
• Run examples
• Communication
patterns
• Performance
• QoS
• Exceptional
situations
CRITERIA
API, look & feel,
documentation
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resources,
binary size,
memory
Community,
Communications
maturity
patterns
QoS
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Surprising how many great new products!
2011
1991
CORBA
???
RPC
1983
BSD
sockets
TODAY
1969 1974 1980 1981
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Evaluated middleware products
All opinions are based only on our knowledge and evaluation. Each of the
products, depending on the requirements, may constitute a good solution.
CoreDX
OpenAMQ
RTI DDS
QPid
ZeroMQ
OpenSpliceDDS
RabbitMQ
YAMI
Ice
omniORB
JacORB
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MQtt RSMB
Thrift
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Mosquito
44
CORBA (omniORB, JacORB)
Object-oriented communication platform standardized by OMG. It is
over 20 years old, and the standard is well established but...





Complex, hard to learn and use
Differences between implementations
Big memory footprint
Shrinking community
Seldom updates and bug fixes
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




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Ice
Object-oriented middleware by ZeroC, people who left CORBA to fix
its problems. Conceptually similar to CORBA but...





Better design and implementation
Modern easier to use API and IDL mapping
Concise C++ and Java implementation
Support for versioning
Active community
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




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Thrift
Middleware by Facebook (moved to Apache)





Lightweight, free of unnecessary dependencies
Modern, clean API
Active community
Ongoing development, still incomplete
No documentation, empty tutorial
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




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YAMI4
Message-oriented middleware developed by one of our former
colleagues. Used by some CERN Controls services.





Lightweight, free of unnecessary dependencies
Well designed, modern API
Asynchronous req/rep and pub/sub patterns
Dynamic type specification (paid in performance)
Small community
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




48
AMQP – OpenAMQ, Qpid, RabbitMQ
Middleware where messages are distributed by a broker. A few
independent implementations of the broker and clients.






Big community
Designed to support pub/sub
Protocol standard issues
Broker – single point of failure
Broker – additional hop, slower communication
Broker – additional, non compliant monitoring tools
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





49
DDS – RTI, CoreDX, OpenSplice
Data-oriented middleware with p2p communication. Standard
defined by OMG, with a few compatible implementations.






Big industrial and military community
Possible compatibility with CORBA
Designed to support pub/sub
Req/rep possible but needs 2 channels
Steep learning curve
Complex API
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





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ZeroMQ
Message-oriented middleware by iMatix (they dropped OpenAMQ.)
API resembles BSD sockets but it is so much more.






Simple yet powerful API
Support for in-proc, inter-proc, TCP, PGM
Lightweight, free of unnecessary dependencies
Many communication patterns
May be used as a concurrency framework
Active community
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





51
Performance requirements reviewed
Instead of estimating
 We asked our users what they will need
 Gathered statistics from the current system
Most demanding users identified
 Definition of a few performance tests

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Performance tests, reliable Request-Reply
4000 msg/sec
Payload = 4B
Many small
messages
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5 msg/sec
Payload = 10MB
C++ server
with client in:
A few big
messages
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Performance/Scalability tests, reliable Pub-Sub
400 msg x 8 B
10 clients, <50ms
Throughput
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30 msg x 8 B
10 clients, <20ms
Latency
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Sync, async &
msg patterns
QoS
Dependencies
& memory f-p
Performance
Look & feel,
API, docs
Community &
maturity
Score
Products comparison (according to the criteria)
ZeroMQ






6
Ice






5
YAMI4






4
RTI






3
Qpid






3
CORBA






2
Thrift






2
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Middleware Review Summary
Several good middleware solutions available.
 The choice is dictated by the most critical requirements
for any given application. Not easy  QoS policies and
performance matter, but also ease of use, community, …


Concerning CERN Controls Middleware…
 Prototype with the most
promising candidates:
Ice

ZeroMQ
YAMI
Deploy the new middleware before the long
accelerator shutdown at the end of 2012
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Conclusions

Middleware is an important abstraction for building
the distributed systems

Synchronous vs. asynchronous communication

One-to-one vs. many-to-many communication

Better performance with direct communication

Better scalability and less coupling with Brokers

System requirements  Messaging patterns to apply
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