|By Harald Zeitlhofer||
|July 29, 2014 09:45 AM EDT||
Do you have a PHP application running and have to deal with inconveniences like lack of scalability, complexity of debugging, and low performance? That's bad enough! But trust me: you are not alone.
I've been developing Spelix, a system for cave management, for more than 20 years. It originated from a single user DOS application, and has now emerged into a web application with hundreds of users, used nationwide as the official cave directory in Austria.
Just as many software projects: Spelix evolved from MS DOS to PHP-powered Web 2.0 with increased demand for functionality and scalability
Recently I applied for a job at Compuware. For a presentation during my job interview I prepared a case study about how to monitor and improve performance of Spelix with dynaTrace, a tool in Compuware APM's suite. I found more hotspots than expected, and it was much easier than expected to resolve them. I also killed two birds with one stone: Spelix is really performing now and I've got a cool, new job.
Let me share with you my experiences in that process and the best practices I've applied to bring spelix.at to its current stage.
The Challenge of Software Evolution
In Spelix I have identified six major scopes for performance optimization:
- Server Side Data Caching
- Client Side Data Caching
- Network Traffic
- Browser / CDN Cache
- Server Side Session Handling
To be more digestible, this blog is split into two. This post focuses on the first three performance improvement steps and the next one focuses on the last three.
Step #1: Optimize Database Access
In the early stages of an application, it may not be relevant how your database access is designed. As long as the amount of data is low, a poorly designed query or missing indexes may not really affect overall response times. Therefore, database performance is rarely a topic that comes up in many cases. Once it has become an issue, it may be rather complicated to be handled. It's important to place enough value in your database design right from the start. Here are some of my lessons learned and best practices:
Interaction of Views & Indexes
I don't want to get into too much detail about creating indexes as many other articles have covered this. But it's rather important to understand when an index is not used: be careful when using views in MySQL!
When should you use views? Views are perfect to create complex queries and store them for further use. Views are commonly used to prepare data for presentation, or even for data pre-selection based on user access rights.
When should you avoid views? While a WHERE clause on a simple view may cause an index to be used, this could fail in complex view, even though the WHERE clause is on the primary key for the primary table. Once your query gets too complex, MySQL creates a temporary table for the result of the view, and then applies the query on top of the view, without any indexes to be used. Be alert when your view contains commands like GROUP_BY, ORDER_BY, or UNION. So what? My key advice on this is: when you create a view, define possible WHERE clauses and check the execution plan in the database by using the EXPLAIN command. If your WHERE clause is on a column in a table marked as select type "primary", you are on the save side to use the view. If it's "derived" or "dependent subquery", your query might not use existing indexes. It could be better to execute the query code from the application. If you have executed the SQL statements directly from your business logic, create a data access layer that contains your query code. Consider executing multiple SQL statements and merge the data in your PHP code rather than using complex joins that may spoil your indexes.
Check and Eliminate Redundant Statements
Check if your SQL executions are really necessary! You might have executed your statement in an earlier stage, is there really a requirement to run it again? Would it make sense to keep the data in your current context instead of re-requesting it? The following screenshot shows the database statements executed by the PHP Application.
A very good metric is "Executions per calling Transaction" which makes it easy to highlight statements, which are called several times, maybe too often per transaction. If that number is greater than 1, you might want to dig deeper into your code and try to optimize that. In this example "select * from sys2" reads the settings for the current user, which is not going to change permanently. There is no requirement to run this query redundantly.
What to look for? Find your query invocations in your code and avoid repetitive executions.
Optimizations? Depending on the type of information, consider caching your data in your transaction, session storage or overall server side cache, as described in the next section.
Seeing the actual SQL Statements in the context of the request makes it easier to optimize executions of database queries.
For steps 2 and 3, and for further insight, click here for the full article.
Grape Up is a software company, specialized in cloud native application development and professional services related to Cloud Foundry PaaS. With five expert teams that operate in various sectors of the market across the USA and Europe, we work with a variety of customers from emerging startups to Fortune 1000 companies.
Apr. 30, 2017 10:00 PM EDT Reads: 2,665
Financial Technology has become a topic of intense interest throughout the cloud developer and enterprise IT communities. Accordingly, attendees at the upcoming 20th Cloud Expo at the Javits Center in New York, June 6-8, 2017, will find fresh new content in a new track called FinTech.
Apr. 30, 2017 09:45 PM EDT Reads: 2,709
SYS-CON Events announced today that Grape Up will exhibit at SYS-CON's 21st International Cloud Expo®, which will take place on Oct. 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Grape Up is a software company specializing in cloud native application development and professional services related to Cloud Foundry PaaS. With five expert teams that operate in various sectors of the market across the U.S. and Europe, Grape Up works with a variety of customers from emergi...
Apr. 30, 2017 09:45 PM EDT Reads: 2,519
@ThingsExpo has been named the Most Influential ‘Smart Cities - IIoT' Account and @BigDataExpo has been named fourteenth by Right Relevance (RR), which provides curated information and intelligence on approximately 50,000 topics. In addition, Right Relevance provides an Insights offering that combines the above Topics and Influencers information with real time conversations to provide actionable intelligence with visualizations to enable decision making. The Insights service is applicable to eve...
Apr. 30, 2017 09:30 PM EDT Reads: 3,197
SYS-CON Events announced today that Interoute, owner-operator of one of Europe's largest networks and a global cloud services platform, has been named “Bronze Sponsor” of SYS-CON's 20th Cloud Expo, which will take place on June 6-8, 2017 at the Javits Center in New York, New York. Interoute is the owner-operator of one of Europe's largest networks and a global cloud services platform which encompasses 12 data centers, 14 virtual data centers and 31 colocation centers, with connections to 195 add...
Apr. 30, 2017 09:15 PM EDT Reads: 2,346
DevOps is often described as a combination of technology and culture. Without both, DevOps isn't complete. However, applying the culture to outdated technology is a recipe for disaster; as response times grow and connections between teams are delayed by technology, the culture will die. A Nutanix Enterprise Cloud has many benefits that provide the needed base for a true DevOps paradigm.
Apr. 30, 2017 08:30 PM EDT Reads: 1,450
20th Cloud Expo, taking place June 6-8, 2017, at the Javits Center in New York City, NY, will feature technical sessions from a rock star conference faculty and the leading industry players in the world. Cloud computing is now being embraced by a majority of enterprises of all sizes. Yesterday's debate about public vs. private has transformed into the reality of hybrid cloud: a recent survey shows that 74% of enterprises have a hybrid cloud strategy.
Apr. 30, 2017 08:15 PM EDT Reads: 3,559
With major technology companies and startups seriously embracing IoT strategies, now is the perfect time to attend @ThingsExpo 2016 in New York. Learn what is going on, contribute to the discussions, and ensure that your enterprise is as "IoT-Ready" as it can be! Internet of @ThingsExpo, taking place June 6-8, 2017, at the Javits Center in New York City, New York, is co-located with 20th Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry p...
Apr. 30, 2017 08:00 PM EDT Reads: 1,763
Today we can collect lots and lots of performance data. We build beautiful dashboards and even have fancy query languages to access and transform the data. Still performance data is a secret language only a couple of people understand. The more business becomes digital the more stakeholders are interested in this data including how it relates to business. Some of these people have never used a monitoring tool before. They have a question on their mind like “How is my application doing” but no id...
Apr. 30, 2017 07:45 PM EDT Reads: 7,478
With major technology companies and startups seriously embracing Cloud strategies, now is the perfect time to attend @CloudExpo | @ThingsExpo, June 6-8, 2017, at the Javits Center in New York City, NY and October 31 - November 2, 2017, Santa Clara Convention Center, CA. Learn what is going on, contribute to the discussions, and ensure that your enterprise is on the right path to Digital Transformation.
Apr. 30, 2017 07:30 PM EDT Reads: 1,778
@GonzalezCarmen has been ranked the Number One Influencer and @ThingsExpo has been named the Number One Brand in the “M2M 2016: Top 100 Influencers and Brands” by Analytic. Onalytica analyzed tweets over the last 6 months mentioning the keywords M2M OR “Machine to Machine.” They then identified the top 100 most influential brands and individuals leading the discussion on Twitter.
Apr. 30, 2017 07:15 PM EDT Reads: 1,632
Five years ago development was seen as a dead-end career, now it’s anything but – with an explosion in mobile and IoT initiatives increasing the demand for skilled engineers. But apart from having a ready supply of great coders, what constitutes true ‘DevOps Royalty’? It’ll be the ability to craft resilient architectures, supportability, security everywhere across the software lifecycle. In his keynote at @DevOpsSummit at 20th Cloud Expo, Jeffrey Scheaffer, GM and SVP, Continuous Delivery Busine...
Apr. 30, 2017 07:00 PM EDT Reads: 1,502
Most technology leaders, contemporary and from the hardware era, are reshaping their businesses to do software in the hope of capturing value in IoT. Although IoT is relatively new in the market, it has already gone through many promotional terms such as IoE, IoX, SDX, Edge/Fog, Mist Compute, etc. Ultimately, irrespective of the name, it is about deriving value from independent software assets participating in an ecosystem as one comprehensive solution.
Apr. 30, 2017 06:45 PM EDT Reads: 787
SYS-CON Events announced today that T-Mobile will exhibit at SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. As America's Un-carrier, T-Mobile US, Inc., is redefining the way consumers and businesses buy wireless services through leading product and service innovation. The Company's advanced nationwide 4G LTE network delivers outstanding wireless experiences to 67.4 million customers who are unwilling to compromise on ...
Apr. 30, 2017 06:15 PM EDT Reads: 1,667
The 20th International Cloud Expo has announced that its Call for Papers is open. Cloud Expo, to be held June 6-8, 2017, at the Javits Center in New York City, brings together Cloud Computing, Big Data, Internet of Things, DevOps, Containers, Microservices and WebRTC to one location. With cloud computing driving a higher percentage of enterprise IT budgets every year, it becomes increasingly important to plant your flag in this fast-expanding business opportunity. Submit your speaking proposal ...
Apr. 30, 2017 05:30 PM EDT Reads: 1,834
SYS-CON Events announced today that CollabNet, a global leader in enterprise software development, release automation and DevOps solutions, will be a Bronze Sponsor of SYS-CON's 20th International Cloud Expo®, taking place from June 6-8, 2017, at the Javits Center in New York City, NY. CollabNet offers a broad range of solutions with the mission of helping modern organizations deliver quality software at speed. The company’s latest innovation, the DevOps Lifecycle Manager (DLM), supports Value S...
Apr. 30, 2017 05:15 PM EDT Reads: 1,536
Cybersecurity is a critical component of software development in many industries including medical devices. However, code is not always written to be robust or secure from the unknown or the unexpected. This gap can make medical devices susceptible to cybersecurity attacks ranging from compromised personal health information to life-sustaining treatment. In his session at @ThingsExpo, Clark Fortney, Software Engineer at Battelle, will discuss how programming oversight using key methods can incre...
Apr. 30, 2017 05:15 PM EDT Reads: 4,237
SYS-CON Events announced today that Hitachi, the leading provider the Internet of Things and Digital Transformation, will exhibit at SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. Hitachi Data Systems, a wholly owned subsidiary of Hitachi, Ltd., offers an integrated portfolio of services and solutions that enable digital transformation through enhanced data management, governance, mobility and analytics. We help globa...
Apr. 30, 2017 05:00 PM EDT Reads: 1,666
SYS-CON Events announced today that Juniper Networks (NYSE: JNPR), an industry leader in automated, scalable and secure networks, will exhibit at SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. Juniper Networks challenges the status quo with products, solutions and services that transform the economics of networking. The company co-innovates with customers and partners to deliver automated, scalable and secure network...
Apr. 30, 2017 03:45 PM EDT Reads: 1,892
NHK, Japan Broadcasting, will feature the upcoming @ThingsExpo Silicon Valley in a special 'Internet of Things' and smart technology documentary that will be filmed on the expo floor between November 3 to 5, 2015, in Santa Clara. NHK is the sole public TV network in Japan equivalent to the BBC in the UK and the largest in Asia with many award-winning science and technology programs. Japanese TV is producing a documentary about IoT and Smart technology and will be covering @ThingsExpo Silicon Val...
Apr. 30, 2017 02:30 PM EDT Reads: 1,057