• Post Reply Bookmark Topic Watch Topic
  • New Topic
programming forums Java Mobile Certification Databases Caching Books Engineering Micro Controllers OS Languages Paradigms IDEs Build Tools Frameworks Application Servers Open Source This Site Careers Other Pie Elite all forums
this forum made possible by our volunteer staff, including ...
  • Campbell Ritchie
  • Ron McLeod
  • Paul Clapham
  • Jeanne Boyarsky
  • Liutauras Vilda
  • Rob Spoor
  • Bear Bibeault
  • Tim Cooke
Saloon Keepers:
  • Tim Moores
  • Stephan van Hulst
  • Tim Holloway
  • Carey Brown
  • Piet Souris
  • Frits Walraven
  • Himai Minh

Run faster, develop faster, and spend less on hardware.

Posts: 10
  • Mark post as helpful
  • send pies
    Number of slices to send:
    Optional 'thank-you' note:
  • Quote
  • Report post to moderator

Run faster, develop faster, and spend less on hardware.

Of all of the possible things to write about, I find this to be the hardest. The industry is changing at a rapid clip. There is a lot of convergence and a new dawn to software development. The number of devices that developers have to support is tripling, from smart phones, to glasses, to virtual servers. What I want to describe is a way to drastically speed up development time, reduce complexity, and reduce hardware costs. But let's talk a little bit about the trends in the industry.

The idea of an application server is becoming a thing of the past. Today most server-side developers develop services not applications. This is the trend. The new web is no longer just a servlet engine, a database and some JSP/HTML/CSS. Today applications can range from mobile applications to rich HTML 5 and the presentation logic is expected to be in the client. The users expect and perhaps demand a rich user experience. HTML 5 promises and delivers a very rich environment for writing applications. Companies that embrace this will deliver user centric GUIs and be more successful than companies that do not. 


The rise of NoSQL is really the rise of data safety versus a relational database. The emphasis is on horizontal scaling potentially millions of client's data and not forcing application data into a relational model.  NoSQL, although originally built to support vertical scaling, has found homes in the hearts of developers who just want to rapidly develop their applications and rapidly iterate and not deal with the hassle of constant schema migration. Schema migration is a difficult process to manage and has historically slowed development down to a crawl. While NoSQL's claim to fame might be vertical scaling, a larger selling point has been more dynamic schema. This has driven NoSQL from the massively scalable to also being used for department level applications that will never use the vertical scaling features. It just works. It is easier then dragging a schema along and it means fewer DBAs, Ops, and trouble. 


In days gone by, SOA was a way to break up an application into reusable services. In this back drop of activity, we see the rise of REST development with Java. More people are writing services and using services oriented development, and fewer people are talking about it. SOAP and XML are used less while REST and JSON are used more. The days of SOA and belly button lint inspection are gone. The days of writing services has just begun. Service oriented development is a forgone conclusion. It has become synonymous with the software development.

In the era of HTML 5 and mobile applications, the weight of the presentation logic has shifted back to the client, the service oriented approach has been reborn and repurposed. HTML 5 apps and mobile apps are calling REST services. REST, along with JSON has become the conduit of communication for mobile applications. REST with JSON is the lingua franca of the web. If you are doing REST, you are five times more likely to write that REST service in Java than any other language.


WebSockets are showing up in more places as well. WebSocket is the next generation way to develop services for mobile and HTML 5 applications. WebSocket is part of HTML 5 and provides faster bi-directional communication without the latency of HTTP for request response of REST. HTML5 is synonymous with WebSocket and IndexDB. WebSocket is just baked in. Like REST, Java will dominate this space as well.


To handle load and develop more interactive applications, there has been a trend towards non-blocking systems that use principles of mechanical sympathy to optimize applications by writing code that takes advantage of the hardware's multi-core machine effectively.  Now instead of spending millions on hardware and software that scales to tens of thousands of transactions per second. Teams have developed software that scales to millions on commodity hardware that cost thousands.

From LMAX Disruptor to Workaday, companies are finding that in-memory data is the fastest way to develop and deliver and scale modern applications. The basic idea is that service requests go through a journal and are replicated before the service is called. The data that is in-memory is the actual operational data. Storage and replication are now background tasks that occur in parallel with the service as much as possible. Storage is simply crash recovery. In-memory data is the actual data. Unlike the NoSQL model, your objects are your data and there is no database per se. Combining logic and data has another name: Object-oriented development.

In this model, disk is like tape backup, it is just a million times faster than tape backup, and memory replaces disk I/O and network I/O to the database, just a million times faster. As you might imagine, systems built this way are very fast. 

This allows developers to focus on writing code and not worry about persistence or mapping as much. This is the next logical step in the NoSQL trend. This goes beyond NoSQL to no database, or rather no databases in the operational path. Services own their operational data. Think: "No more mapping, no more cache coherency issues, no more schema migrations, etc.".

This is not to say you don't have databases, you just don't need databases to ensure that your operational data is safe. You can use databases for what they were meant for, reporting and offline analytics. The database no longer needs to be in the operational path. You no longer have to abide by the anti-pattern of using your database for synchronization thus turning your database into a performance choke point.

This approach allows faster development time as no database mapping or schema migration is required. You get the same data safety as you would get from a NoSQL or RDBMS, perhaps even more since the cost of data safety is less.  Also since traditional architecture usually requires a lot of caching, it must deal with cache coherency issues. This new approach avoids that by allowing the services to own the operational data. This allows companies to rapidly iterate and come up with their minimal viable applications and focus on providing an awesome user experience rather than spending millions on infrastructure and slowing the development process to a crawl due to schema migrations, cache coherency issues, etc. This approach allows companies to adopt the lean startup philosophy by allowing simpler more rapid iterations. As far as scalability goes, the same hardware can handle 10x to 100x the number of requests so you have less vertical scaling to manage. Do more with less.


Well what about the programming model. Is this in the reach of the everyday developer? How can I use this approach? 

Enter stage left, Makai (which is our code name). Makai has it's DNA in JAX-RS, EJB, Spring, etc. It is designed around the way that Java developers write services. It provides the benefits of this new model in a programming model that is familiar and friendly to developers. Instead of learning a new programming model or language, you program in Java. 

More to come...

Bill Digman is a Java EE / Servlet enthusiast and Open Source enthusiast who loves working with Caucho's Resin Servlet Container, a Java EE Web Profile Servlet Container.

Run faster, develop faster, and spend less on hardware.
You showed up just in time for the waffles! And this tiny ad:
Building a Better World in your Backyard by Paul Wheaton and Shawn Klassen-Koop
    Bookmark Topic Watch Topic
  • New Topic