I'm not a network specialist so my apologies if i've used some of the domain terminology incorrectly, etc. For web metrics/analytics, we currently use both client-side (js page tags) and server-side (log files) data. Neither gives us "delivery" information (e.g., connection speeds), hence the interest in Network Collectors. We are in a switched environment so installing the N/C as if it were a web server, i.e., on a switch port, won't allow it, i don't think, to see the web server traffic.
After some research, i've learned how to place the N/C by configuring a monitoring port. What concerns me about this is the m/p appears work by duplicating the traffic within the switch.
Is there are better solution for N/C placement in this type of network environment?
Don't worry Doug, switches nowadays won't falter under this sort of load. The way you have explained is quite OK.
Of course, you could buy a more expensive switch with "NetFlow" sort of support... and have the switch collect the data for you....
Related
Obviously there are multiple steps and phases of implementing such a thing.
I was thinking I would eventually have a webserver that takes http json requests from the ios app, and then queries the cassandra backend and sends results back. I could load balance and all that fancy stuff still, and also provide a logical layer on server side, and keep the client app lightweight.
I'm not sure i understand how cassandra clients fit though. It seems like the cassandra objective c client could eliminate the need for the above approach.
I saw another question and answer but it wasnt clear, perhaps because it varys on the need.
An iPhone app should not directly connect to a Cassandra backend or any other DB store.
First of all, talking to a database often requires adapting a very specific binary protocol (for Cassandra in particular, binary CQL or Thrift). Writing an adapter that would let your Objective-C app communicate in this binary protocol is a major piece of work, and could easily cost more than the rest of your app in effort. If you hide the DB behind a web-server, however, you will be able to select from a variety of existing adapters available in different server-side languages, meaning that you don't need to redo all that low-level work. You'll only be responsible for a relatively small piece of server-side code that would translate your REST queries and forward them to one of the Cassandra adapters (which expose easy-to-use interfaces).
Secondly, if you wanted to connect to a remote database from the phone, your database server would have to open its ports to the internet at large, which is a very bad security practice, even if you use SSL and user credentials. Again, if you hide behind a web server, you will be putting in a layer of technology that has evolved for decades to remain secure on the public internet.
Finally, having your phone talk to Cassandra directly is a poor architectural pattern. When you write apps that communicate on the internet, you want them to know as little as possible about each other, only how to talk to each other (preferably in a standard protocol). That way you can replace or upgrade individual components while keeping everything else the same. This may not sound like a lot, but is actually the main reason why phones, or web browsers, don't directly talk to databases. (If this setup were a good idea in principle, the first two problems could be easily solved given enough engineering effort.)
The approach you first suggested with JSON and the web server is the only correct way to go.
Use something like RESTful API, there are many reasons for that.
if your servers ip addresses change you have to update all client, if you add more nodes you will need to update all clients, if you decide to upgrade your cassandra and some functions change your clients will break and you need to update all clients.
I have a strange szenario:
Webserver / Appserver (Java) sends requests to many different satellite systems (on customers site). Only satellite systems can initiate connection due to firewall rules.
The model I think should be something like REQ/REP, but here the REQuester have to bind and the REPlyer would have to connect.
Is this possible and a stable architecture?
Are there better solutions? (We first had WebSockets in mind...)
Remark: we don't have to use Java on both ends. To be precise on customers site we have Delphi, but we could bridge it somehow.
The model I think should be something like REQ/REP, but here the
REQuester have to bind and the REPlyer would have to connect.
This will be problematic. When the server initiates the connection, it must be aware of all peers and their bind address. Not a big deal for a handful of peers, but for many peers changing constantly, it's a mess.
Only satellite systems can initiate connection due to firewall rules.
If that's the case, your mileage will vary with WebSockets; google around, lots of info on this.
Are there better solutions?
Well, with ZeroMq, one solution that comes to mind to support client request initiation is this:
Server binds with ROUTER
Clients connect with DEALER.
This approach offers bi-directional request/reply, does not block (asynchronous), and eliminates the client-side bind problem mentioned in your question. Here, the server binds, and either side can initiate the conversation.
I recommend reading this section in the guide, it covers extended async request/reply and message enveloping, important when using ROUTER/DEALER sockets.
I am putting together a REST API and as I'm unsure how it will scale or what the demand for it will be, I'd like to be able to rate limit uses of it as well as to be able to temporarily refuse requests when the box is over capacity or if there is some kind of slashdotted scenario.
I'd also like to be able to gracefully bring the service down temporarily (while giving clients results that indicate the main service is offline for a bit) when/if I need to scale the service by adding more capacity.
Are there any best practices for this kind of thing? Implementation is Rails with mysql.
This is all done with outer webserver, which listens to the world (i recommend nginx or lighttpd).
Regarding rate limits, nginx is able to limit, i.e. 50 req/minute per each IP, all over get 503 page, which you can customize.
Regarding expected temporary down, in rails world this is done via special maintainance.html page. There is some kind of automation that creates or symlinks that file when rails app servers go down. I'd recommend relying not on file presence, but on actual availability of app server.
But really you are able to start/stop services without losing any connections at all. I.e. you can run separate instance of app server on different UNIX socket/IP port and have balancer (nginx/lighty/haproxy) use that new instance too. Then you shut down old instance and all clients are served with only new one. No connection lost. Of course this scenario is not always possible, depends on type of change you introduced in new version.
haproxy is a balancer-only solution. It can extremely efficiently balance requests to app servers in your farm.
For quite big service you end-up with something like:
api.domain resolving to round-robin N balancers
each balancer proxies requests to M webservers for static and P app servers for dynamic content. Oh well your REST API don't have static files, does it?
For quite small service (under 2K rps) all balancing is done inside one-two webservers.
Good answers already - if you don't want to implement the limiter yourself, there are also solutions like 3scale (http://www.3scale.net) which does rate limiting, analytics etc. for APIs. It works using a plugin (see here for the ruby api plugin) which hooks into the 3scale architecture. You can also use it via varnish and have varnish act as a rate limiting proxy.
I'd recommend implementing the rate limits outside of your application since otherwise the high traffic will still have the effect of killing your app. One good solution is to implement it as part of your apache proxy, with something like mod_evasive
What, at a minimum, should an application health-monitoring system do for you (the developer) and/or your boss (the IT Manager) and/or the operations (on-call) staff?
What else should it do above the minimum requirements?
Is monitoring the 'infrastructure' applications (ms-exchange, apache, etc.) sufficient or do individual user applications, web sites, and databases also need to be monitored?
if the latter, what do you need to know about them?
ADDENDUM: thanks for the input, i was really looking for application-level monitoring not infrastructure monitoring, but it is good to know about both
Whether the application is running.
Unusual cpu/memory/network usage.
Report any unhandled exceptions.
Status of various modules (if applicable).
Status of external components (databases, webservices, fileservers, etc.)
Number of pending background tasks (if applicable).
Maybe track usage of the application and report statistics on most/less used functionalities so you know where optimizations are most beneficial.
The answer is 'it depends'. Why do you need to monitor? How large is your operations staff? Do you need reporting? What is the application environment? Who cares if the application fails? Who cares if an exception happens? Are any of the errors recoverable? I could ask questions like these for a long time.
Great question.
We've been looking for some application-level monitoring solution for our needs some time ago without any luck. Popular monitoring solution are mostly addressed to monitor infrastrcture and - in my opinion - they are too complicated for a requirements of most of small and mid-sized companies.
We required (mainly) following features:
alerts - we wanted to know about
incident as fast as possible
painless management - hosted service wouldbe
the best
visualizations - it's good to know what is going on and take some knowledge from the data
Because we didn't find suitable solution we started to write our own. Finally we've ended with up-and-running service called AlertGrid. (You can check it for free of course.)
The idea behind it is to provide an easy way to handle custom monitoring scenarios. Integration API is very simple (one function with two required parameters). At the momment we and others are using it for:
monitor scheduled tasks (cron jobs)
monitor entire application logic execution
alert on errors in applications
we are also working on examples of basic infrastructure monitoring using AlertGrid
This is such an open ended question, but I would start with physical measurements.
1. Are all the machines I think are hosting this site pingable?
2. Are all the machines which should be serving content actually serving some content? (Ideally this would be hit from an external network.)
3. Is each expected service on each machine running?
3a. Have those services run recently?
4. Does each machine have hard drive space left? (Don't forget the db)
5. Have these machines been backed up? When was the last time?
Once one lays out the physical monitoring of the systems, one can address those specific to a system?
1. Can an automated script log in? How long did it take?
2. How many users are live? Have there been a million fake accounts added?
...
These sorts of questions get more nebulous, and can be very system specific. They also usually can be derived reactively when responding to phsyical measurements. Hard drive fill up, maybe the web server logs got filled up because a bunch of agents created too many fake users. That kind of thing.
While plan A shouldn't necessarily be reactive, it is the way many a site setup a monitoring system.
Minimum: make sure it is running :)
However, some other stuff would be very useful. For example, the CPU load, RAM usage and (in multiuser systems) which user is running what. Also, for applications that access network, a list of network connections for each app. And (if you have access to client computer(s)) it would be cool to be able to see the 'window title' of the app - maybe check each 2-3 minutes if it changed and save it. Also, a list of files open by the application could be very useful, but it is not a must.
I think this is fairly simple - monitor so that you can be warned early enough before something goes wrong. That means monitor dependencies and the application itself.
It's really hard to provide specifics if you're not going to give details on the application you're monitoring, so I'd say use that as a general rule.
At a minimum you want to know that the system is healthy. This is subjective in what defines your system is healthy. Is it computers are up, the needed resources exist, the data is flowing through the system, the data is properly producing results, etc, etc.
In my project we do monitoring of most of this and then some. It really comes down to what is the highest level that you can use to analyze that everything is working. In our case we need to know down to the data output. If you just need to know down to the are these machines up it saves you on trying to show an inexperienced end user what is wrong.
There are also "off the shelf" tools that will do a lot of the hard work for you if you are just looking too hard into data results. I particularly liked Nagios when I was looking around but we needed more than it could easily show so I wrote our own monitoring system. Basically we also watch for "peculiarities" in the system, memory / cpu spikes, etc...
thanks everyone for the input, i was really looking for application-level monitoring not infrastructure monitoring, but it is good to know about both
the difference is:
infrastructure monitoring would be servers plus MS Exchange Server, Apache, IIS, and so forth
application monitoring would be user machines and the specific programs that they use to do their jobs, and/or servers plus the data-moving/backend applications that they run to keep the data flowing
sometimes it's hard to draw the line - an oversimplified definition might be "if your team wrote it, it's an application; if you bought it, it's infrastructure"
i think in practice it is best to monitor both
What you need to do is to break down the business process of the application and then have the software emit events at major business components. In addition, you'll need to create end to end synthetic transactions (eg. emulating end users clicking on a website). All that data would be fed into an monitoring tool. In the past, I've done JMX for applications of which flowed into Tivoli Monitoring's JMX Adapter and then I've done scripts that implement a "fake user" and then pipe in the results into Tivoli Monitoring's Script Adapter. Tivoli Monitoring takes the data and then creates application health and performance charts from that raw data.
By looking at our DB's error log, we found that there was a constant stream of almost successful SQL injection attacks. Some quick coding avoided that, but how could I have setup a monitor for both the DB and Web server (including POST requests) to check for this? By this I mean if there are off the shelf tools for script-kiddies, are there off the shelf tools that will alert you to their sudden random interest in your site?
Funnily enough, Scott Hanselman had a post on UrlScan today which is one thing you could do to help monitor and minimize potential threats. It's a pretty interesting read.
UrlScan does seem like a nice option for iis6 and 7; I also found: dotDefender for pay which also covers Apache or IIS 5-7, and I had found an SQL Injection sanitation ISAPI
It is also worth noting in light of a recent wide spread SQL Injection attempt that dissallowing your webapp's db user account from querying the system tables (in MS SQL Server it's sysobjects and syscolumns) is a good idea.
I think this thread warrants more free solutions for Apache and other web servers.
Unfortunately intrusion detection was not what I had in mind, so sgfree isn't exactly a web site attack monitor, unless I'm not understanding how it works.
If you could go back and modify your app code, I'd suggest getting log4j/log4net integrated into the application. From there you could write code that would check a form field or URL (say at the global.asax level for .NET apps) and make a log entry when malicious code is detected.
The nice thing about log4j/log4net is that you can configure an e-mail/pager/SMS type appender so as soon as the malicious attempt was caught, you would be notified.
I'm in the process of merging some log4net code into our CMS system we have and I'm looking to do just this in light of the influx of ASPRox attacks that have been coming our way.
Monitoring web and DB access logs should alert you to things like this, but if you want a more fully featured alert system I would suggest some kind of IDS/IPS. You'll need a spare machine though, and a switch that can do port mirroring.
If you have those then an IDS is a cheap way of monitoring your traffic for many intrusion attempts (there will be lots). Snort (www.snort.org) based IDSes are excellent, and there are some free fully packaged versions available. One I have used is StrataGuard (http://sgfree.stillsecure.com/), and it can be configured as an IDS (Intrusion Detection System) or as an IPS (Intrusion Prevention System). It's free to use if your traffic does not exceed 5Mbps.
If you do go with an IDS/IPS I'd advise you to let it run as a simple IDS for a month or so, before you allow it to prevent attacks.
This may be overkill, but if you have a spare machine lying around it can't hurt to have an IDS running passively.
You can set up your system to kick out some error message that then makes a JSON or http call to a system that will monitor, report (log) and send out any kind of alert such as SMS/email or a phone call.
Check out developer.alertcaster.com
Especially if you need to monitor multiple simultaneous events, which it sounds like you have going on, this might be a good fix.