|By AppDynamics Blog||
|April 22, 2014 12:00 PM EDT||
Twenty years ago I started my professional career working in a niche field of IT called Geographical Information Systems (GIS) – basically mapping systems. This is an area where Big Data was prevalent, long before the term was officially coined, GIS covered a range of concepts from satellite imagery and aerial photography processing to geo-demographic data analysis, address cleansing and geocoding to routing analysis, spatial algorithms and finally to publishing maps & associated data.
Google and Microsoft Bing have recently commoditised a lot of the publishing aspects of background mapping data, but the need for analysing and publishing an organisation’s own geographic data is as important today is it has ever been.
Historically, Application Performance Management (APM) and GIS have never made good bedfellows mainly due to the effort required in deploying APM. At a recent conference I spoke to a GIS developer who stated they had no interest in APM because “they work in GIS.” Upon further questioning, this GIS developer acknowledged processing and accessing these large datasets is complicated and it’s slow and that’s “just how it is.”. So I challenged this and decided to demonstrate AppDynamics on GeoServer, an open source mapping server written in Java that allows users to share and edit geospatial data.
Within a few minutes of installation, AppDynamics automatically detected key transactions such as publishing a map layer.
Taking this a step further, we looked at how AppDynamics can help a system administrator understand which parts of their service is accessed most and which components are the slowest (in this case average response times for publishing mapping datasets).
In the race to prove innocence, the challenge is to be able to determine whether any slow service calls were due to the end user or consumer of a service rather than the service itself — to understand if users are doing something you did not expect. For example, they could be pulling back too much data from the service (this applies to any system dealing with data).
In the case of mapping systems, AppDynamics can capture the bounding box representing the coordinates used to outline and return an area of interest, if the area of interest retrieved is too large and that leads to a slow transaction, then it’s likely a system administrator is allowing users to pull back too much data in one go:
If an administrator does see a slow down in the service they can drill into the service to isolate where performance problems occur. Problems in this type of application can manifest themselves in coordinate conversion, vector data reading (roads, rivers & buildings), database queries, grid handlers (reading image files such as satellite and aerial images), writing to an image file:
System administrators and owners can improve their application or data processing times by identifying bottlenecks. The following example shows how an address lookup service was sped up from processing 60 calls per minute taking a second each, to more than 700 calls per minute taking less than 50ms.
AppDynamics for Databases identified the cause of the slowness as the spatial query used to query the postcode, without an index it went from querying 1,684,930 rows…
To just 5,976: -
Tuning this query led to a tenfold performance improvement!
“Software is eating the world” [Marc Andreessen] and ensuring your application or service is performing is key. This message applies across all sectors, not just banking and ecommerce, “typical” APM customers, but everyone who offers a service or process. Our customers & consumers expect Google-like response times for all online services and we need to deliver.
Using AppDynamics, you can halve or better your data processing times, free up resources, achieve a faster time to market or execution and ensure your consumers in the wider world get that up to date map when they need it.
Take five minutes to get complete visibility into the performance of your production applications with AppDynamics Pro today.
The post Improving GIS performance with AppDynamics written by Tim Chinchen appeared first on Application Performance Monitoring Blog from AppDynamics.
You think you know what’s in your data. But do you? Most organizations are now aware of the business intelligence represented by their data. Data science stands to take this to a level you never thought of – literally. The techniques of data science, when used with the capabilities of Big Data technologies, can make connections you had not yet imagined, helping you discover new insights and ask new questions of your data. In his session at @ThingsExpo, Sarbjit Sarkaria, data science team lead ...
May. 2, 2016 11:00 PM EDT Reads: 1,021
In his session at @ThingsExpo, Chris Klein, CEO and Co-founder of Rachio, will discuss next generation communities that are using IoT to create more sustainable, intelligent communities. One example is Sterling Ranch, a 10,000 home development that – with the help of Siemens – will integrate IoT technology into the community to provide residents with energy and water savings as well as intelligent security. Everything from stop lights to sprinkler systems to building infrastructures will run ef...
May. 2, 2016 07:00 PM EDT Reads: 1,064
SYS-CON Events announced today that Peak 10, Inc., a national IT infrastructure and cloud services provider, will exhibit at SYS-CON's 18th International Cloud Expo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, NY. Peak 10 provides reliable, tailored data center and network services, cloud and managed services. Its solutions are designed to scale and adapt to customers’ changing business needs, enabling them to lower costs, improve performance and focus inter...
May. 2, 2016 06:30 PM EDT Reads: 1,316
Artificial Intelligence has the potential to massively disrupt IoT. In his session at 18th Cloud Expo, AJ Abdallat, CEO of Beyond AI, will discuss what the five main drivers are in Artificial Intelligence that could shape the future of the Internet of Things. AJ Abdallat is CEO of Beyond AI. He has over 20 years of management experience in the fields of artificial intelligence, sensors, instruments, devices and software for telecommunications, life sciences, environmental monitoring, process...
May. 2, 2016 05:15 PM EDT Reads: 1,008
Increasing IoT connectivity is forcing enterprises to find elegant solutions to organize and visualize all incoming data from these connected devices with re-configurable dashboard widgets to effectively allow rapid decision-making for everything from immediate actions in tactical situations to strategic analysis and reporting. In his session at 18th Cloud Expo, Shikhir Singh, Senior Developer Relations Manager at Sencha, will discuss how to create HTML5 dashboards that interact with IoT devic...
May. 2, 2016 05:00 PM EDT Reads: 1,109
So, you bought into the current machine learning craze and went on to collect millions/billions of records from this promising new data source. Now, what do you do with them? Too often, the abundance of data quickly turns into an abundance of problems. How do you extract that "magic essence" from your data without falling into the common pitfalls? In her session at @ThingsExpo, Natalia Ponomareva, Software Engineer at Google, will provide tips on how to be successful in large scale machine lear...
May. 2, 2016 03:45 PM EDT Reads: 1,364
The IoTs will challenge the status quo of how IT and development organizations operate. Or will it? Certainly the fog layer of IoT requires special insights about data ontology, security and transactional integrity. But the developmental challenges are the same: People, Process and Platform. In his session at @ThingsExpo, Craig Sproule, CEO of Metavine, will demonstrate how to move beyond today's coding paradigm and share the must-have mindsets for removing complexity from the development proc...
May. 2, 2016 03:00 PM EDT Reads: 410
SYS-CON Events announced today that Ericsson has been named “Gold Sponsor” of SYS-CON's @ThingsExpo, which will take place on June 7-9, 2016, at the Javits Center in New York, New York. Ericsson is a world leader in the rapidly changing environment of communications technology – providing equipment, software and services to enable transformation through mobility. Some 40 percent of global mobile traffic runs through networks we have supplied. More than 1 billion subscribers around the world re...
May. 2, 2016 02:45 PM EDT Reads: 1,109
You deployed your app with the Bluemix PaaS and it's gaining some serious traction, so it's time to make some tweaks. Did you design your application in a way that it can scale in the cloud? Were you even thinking about the cloud when you built the app? If not, chances are your app is going to break. Check out this webcast to learn various techniques for designing applications that will scale successfully in Bluemix, for the confidence you need to take your apps to the next level and beyond.
May. 2, 2016 12:00 PM EDT Reads: 1,560
There is an ever-growing explosion of new devices that are connected to the Internet using “cloud” solutions. This rapid growth is creating a massive new demand for efficient access to data. And it’s not just about connecting to that data anymore. This new demand is bringing new issues and challenges and it is important for companies to scale for the coming growth. And with that scaling comes the need for greater security, gathering and data analysis, storage, connectivity and, of course, the...
May. 2, 2016 11:45 AM EDT Reads: 986
SYS-CON Events announced today that Fusion, a leading provider of cloud services, will exhibit at SYS-CON's 18th International Cloud Expo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, NY. Fusion, a leading provider of integrated cloud solutions to small, medium and large businesses, is the industry's single source for the cloud. Fusion's advanced, proprietary cloud service platform enables the integration of leading edge solutions in the cloud, including cloud...
May. 2, 2016 10:00 AM EDT Reads: 2,657
Digital payments using wearable devices such as smart watches, fitness trackers, and payment wristbands are an increasing area of focus for industry participants, and consumer acceptance from early trials and deployments has encouraged some of the biggest names in technology and banking to continue their push to drive growth in this nascent market. Wearable payment systems may utilize near field communication (NFC), radio frequency identification (RFID), or quick response (QR) codes and barcodes...
May. 2, 2016 09:15 AM EDT Reads: 887
The increasing popularity of the Internet of Things necessitates that our physical and cognitive relationship with wearable technology will change rapidly in the near future. This advent means logging has become a thing of the past. Before, it was on us to track our own data, but now that data is automatically available. What does this mean for mHealth and the "connected" body? In her session at @ThingsExpo, Lisa Calkins, CEO and co-founder of Amadeus Consulting, will discuss the impact of wea...
May. 2, 2016 08:45 AM EDT Reads: 803
SYS-CON Events announced today that DatacenterDynamics has been named “Media Sponsor” of SYS-CON's 18th International Cloud Expo, which will take place on June 7–9, 2016, at the Javits Center in New York City, NY. DatacenterDynamics is a brand of DCD Group, a global B2B media and publishing company that develops products to help senior professionals in the world's most ICT dependent organizations make risk-based infrastructure and capacity decisions.
May. 2, 2016 06:30 AM EDT Reads: 2,553
The IoT has the potential to create a renaissance of manufacturing in the US and elsewhere. In his session at 18th Cloud Expo, Florent Solt, CTO and chief architect of Netvibes, will discuss how the expected exponential increase in the amount of data that will be processed, transported, stored, and accessed means there will be a huge demand for smart technologies to deliver it. Florent Solt is the CTO and chief architect of Netvibes. Prior to joining Netvibes in 2007, he co-founded Rift Technol...
May. 1, 2016 11:00 PM EDT Reads: 1,630
We’ve worked with dozens of early adopters across numerous industries and will debunk common misperceptions, which starts with understanding that many of the connected products we’ll use over the next 5 years are already products, they’re just not yet connected. With an IoT product, time-in-market provides much more essential feedback than ever before. Innovation comes from what you do with the data that the connected product provides in order to enhance the customer experience and optimize busi...
May. 1, 2016 05:00 PM EDT Reads: 1,099
SYS-CON Events announced today that Stratoscale, the software company developing the next generation data center operating system, will exhibit at SYS-CON's 18th International Cloud Expo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, NY. Stratoscale is revolutionizing the data center with a zero-to-cloud-in-minutes solution. With Stratoscale’s hardware-agnostic, Software Defined Data Center (SDDC) solution to store everything, run anything and scale everywhere...
May. 1, 2016 01:30 PM EDT Reads: 1,618
Angular 2 is a complete re-write of the popular framework AngularJS. Programming in Angular 2 is greatly simplified – now it's a component-based well-performing framework. This immersive one-day workshop at 18th Cloud Expo, led by Yakov Fain, a Java Champion and a co-founder of the IT consultancy Farata Systems and the product company SuranceBay, will provide you with everything you wanted to know about Angular 2.
May. 1, 2016 01:00 PM EDT Reads: 1,787
SYS-CON Events announced today that Men & Mice, the leading global provider of DNS, DHCP and IP address management overlay solutions, will exhibit at SYS-CON's 18th International Cloud Expo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, NY. The Men & Mice Suite overlay solution is already known for its powerful application in heterogeneous operating environments, enabling enterprises to scale without fuss. Building on a solid range of diverse platform support,...
May. 1, 2016 12:15 PM EDT Reads: 2,369
Whether your IoT service is connecting cars, homes, appliances, wearable, cameras or other devices, one question hangs in the balance – how do you actually make money from this service? The ability to turn your IoT service into profit requires the ability to create a monetization strategy that is flexible, scalable and working for you in real-time. It must be a transparent, smoothly implemented strategy that all stakeholders – from customers to the board – will be able to understand and comprehe...
May. 1, 2016 11:00 AM EDT Reads: 1,133