|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.
The Internet of Things 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 and how we integrate our thinking to solve complicated problems. In his session at 19th Cloud Expo, Craig Sproule, CEO of Metavine, will demonstrate how to move beyond today's coding paradigm ...
Jun. 30, 2016 08:00 AM EDT Reads: 513
Internet of @ThingsExpo has announced today that Chris Matthieu has been named tech chair of Internet of @ThingsExpo 2016 Silicon Valley. The 6thInternet of @ThingsExpo will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA.
Jun. 30, 2016 07:00 AM EDT Reads: 415
The cloud market growth today is largely in public clouds. While there is a lot of spend in IT departments in virtualization, these aren’t yet translating into a true “cloud” experience within the enterprise. What is stopping the growth of the “private cloud” market? In his general session at 18th Cloud Expo, Nara Rajagopalan, CEO of Accelerite, explored the challenges in deploying, managing, and getting adoption for a private cloud within an enterprise. What are the key differences between wh...
Jun. 29, 2016 05:30 PM EDT Reads: 1,055
SYS-CON Events has announced today that Roger Strukhoff has been named conference chair of Cloud Expo and @ThingsExpo 2016 Silicon Valley. The 19th Cloud Expo and 6th @ThingsExpo will take place on November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. "The Internet of Things brings trillions of dollars of opportunity to developers and enterprise IT, no matter how you measure it," stated Roger Strukhoff. "More importantly, it leverages the power of devices and the Interne...
Jun. 29, 2016 04:15 PM EDT Reads: 488
"We work in the area of Big Data analytics and Big Data analytics is a very crowded space - you have Hadoop, ETL, warehousing, visualization and there's a lot of effort trying to get these tools to talk to each other," explained Mukund Deshpande, head of the Analytics practice at Accelerite, in this SYS-CON.tv interview at 18th Cloud Expo, held June 7-9, 2016, at the Javits Center in New York City, NY.
Jun. 29, 2016 04:15 PM EDT Reads: 458
The idea of comparing data in motion (at the sensor level) to data at rest (in a Big Data server warehouse) with predictive analytics in the cloud is very appealing to the industrial IoT sector. The problem Big Data vendors have, however, is access to that data in motion at the sensor location. In his session at @ThingsExpo, Scott Allen, CMO of FreeWave, discussed how as IoT is increasingly adopted by industrial markets, there is going to be an increased demand for sensor data from the outermos...
Jun. 29, 2016 04:00 PM EDT Reads: 414
UAS, drones or unmanned aircraft, no matter what you call them — this was their week. Our news stream was flooded with updates on the newly announced rules and regulations for commercial UAS from the FAA. So, naturally we have dedicated this week’s top news round up to highlight some of our favorite UAS stories.
Jun. 29, 2016 03:02 PM EDT Reads: 320
CenturyLink has announced that application server solutions from GENBAND are now available as part of CenturyLink’s Networx contracts. The General Services Administration (GSA)’s Networx program includes the largest telecommunications contract vehicles ever awarded by the federal government. CenturyLink recently secured an extension through spring 2020 of its offerings available to federal government agencies via GSA’s Networx Universal and Enterprise contracts. GENBAND’s EXPERiUS™ Application...
Jun. 29, 2016 02:00 PM EDT Reads: 426
Basho Technologies has announced the latest release of Basho Riak TS, version 1.3. Riak TS is an enterprise-grade NoSQL database optimized for Internet of Things (IoT). The open source version enables developers to download the software for free and use it in production as well as make contributions to the code and develop applications around Riak TS. Enhancements to Riak TS make it quick, easy and cost-effective to spin up an instance to test new ideas and build IoT applications. In addition to...
Jun. 29, 2016 02:00 PM EDT Reads: 683
In addition to all the benefits, IoT is also bringing new kind of customer experience challenges - cars that unlock themselves, thermostats turning houses into saunas and baby video monitors broadcasting over the internet. This list can only increase because while IoT services should be intuitive and simple to use, the delivery ecosystem is a myriad of potential problems as IoT explodes complexity. So finding a performance issue is like finding the proverbial needle in the haystack.
Jun. 29, 2016 01:15 PM EDT Reads: 393
When people aren’t talking about VMs and containers, they’re talking about serverless architecture. Serverless is about no maintenance. It means you are not worried about low-level infrastructural and operational details. An event-driven serverless platform is a great use case for IoT. In his session at @ThingsExpo, Animesh Singh, an STSM and Lead for IBM Cloud Platform and Infrastructure, will detail how to build a distributed serverless, polyglot, microservices framework using open source tec...
Jun. 29, 2016 12:30 PM EDT Reads: 575
Apixio Inc. has raised $19.3 million in Series D venture capital funding led by SSM Partners with participation from First Analysis, Bain Capital Ventures and Apixio’s largest angel investor. Apixio will dedicate the proceeds toward advancing and scaling products powered by its cognitive computing platform, further enabling insights for optimal patient care. The Series D funding comes as Apixio experiences strong momentum and increasing demand for its HCC Profiler solution, which mines unstruc...
Jun. 29, 2016 11:00 AM EDT Reads: 545
The IoT is changing the way enterprises conduct business. In his session at @ThingsExpo, Eric Hoffman, Vice President at EastBanc Technologies, discussed how businesses can gain an edge over competitors by empowering consumers to take control through IoT. He cited examples such as a Washington, D.C.-based sports club that leveraged IoT and the cloud to develop a comprehensive booking system. He also highlighted how IoT can revitalize and restore outdated business models, making them profitable ...
Jun. 29, 2016 11:00 AM EDT Reads: 516
Presidio has received the 2015 EMC Partner Services Quality Award from EMC Corporation for achieving outstanding service excellence and customer satisfaction as measured by the EMC Partner Services Quality (PSQ) program. Presidio was also honored as the 2015 EMC Americas Marketing Excellence Partner of the Year and 2015 Mid-Market East Partner of the Year. The EMC PSQ program is a project-specific survey program designed for partners with Service Partner designations to solicit customer feedbac...
Jun. 29, 2016 11:00 AM EDT Reads: 607
IoT offers a value of almost $4 trillion to the manufacturing industry through platforms that can improve margins, optimize operations & drive high performance work teams. By using IoT technologies as a foundation, manufacturing customers are integrating worker safety with manufacturing systems, driving deep collaboration and utilizing analytics to exponentially increased per-unit margins. However, as Benoit Lheureux, the VP for Research at Gartner points out, “IoT project implementers often ...
Jun. 29, 2016 10:45 AM EDT Reads: 575
"delaPlex is a software development company. We do team-based outsourcing development," explained Mark Rivers, COO and Co-founder of delaPlex Software, in this SYS-CON.tv interview at 18th Cloud Expo, held June 7-9, 2016, at the Javits Center in New York City, NY.
Jun. 29, 2016 10:30 AM EDT Reads: 529
In his general session at 18th Cloud Expo, Lee Atchison, Principal Cloud Architect and Advocate at New Relic, discussed cloud as a ‘better data center’ and how it adds new capacity (faster) and improves application availability (redundancy). The cloud is a ‘Dynamic Tool for Dynamic Apps’ and resource allocation is an integral part of your application architecture, so use only the resources you need and allocate /de-allocate resources on the fly.
Jun. 29, 2016 10:00 AM EDT Reads: 1,311
Connected devices and the industrial internet are growing exponentially every year with Cisco expecting 50 billion devices to be in operation by 2020. In this period of growth, location-based insights are becoming invaluable to many businesses as they adopt new connected technologies. Knowing when and where these devices connect from is critical for a number of scenarios in supply chain management, disaster management, emergency response, M2M, location marketing and more. In his session at @Th...
Jun. 29, 2016 09:45 AM EDT Reads: 1,284
Machine Learning helps make complex systems more efficient. By applying advanced Machine Learning techniques such as Cognitive Fingerprinting, wind project operators can utilize these tools to learn from collected data, detect regular patterns, and optimize their own operations. In his session at 18th Cloud Expo, Stuart Gillen, Director of Business Development at SparkCognition, discussed how research has demonstrated the value of Machine Learning in delivering next generation analytics to imp...
Jun. 29, 2016 09:45 AM EDT Reads: 967
In his keynote at 18th Cloud Expo, Andrew Keys, Co-Founder of ConsenSys Enterprise, provided an overview of the evolution of the Internet and the Database and the future of their combination – the Blockchain. Andrew Keys is Co-Founder of ConsenSys Enterprise. He comes to ConsenSys Enterprise with capital markets, technology and entrepreneurial experience. Previously, he worked for UBS investment bank in equities analysis. Later, he was responsible for the creation and distribution of life sett...
Jun. 29, 2016 09:15 AM EDT Reads: 1,474