- Strategic Consulting (ex: HSPA+ vs LTE)
- End to End Network Monitoring
AI / Machine Learning
Machine Learning Services
Intelligent Application Development
Harness the power of Machine Learning and build intelligence, awareness and adaptability in your applications.
Whether you simply want to explore possibilities with a particular data set or you have a clear idea in mind we can help you realise it.
Despite the Machine Learning eco-system being in relative infancy we have had the opportunity to work on AI applications for quite some time.
Our experience allows us to leverage a number of deep learning libraries which are publicly available with relative ease.
This coupled with advanced Math algorithms (from our experience with simulations) gives us a strong foundation for efficient and effective machine learning application development.
Whether you simply want to explore possibilities with a particular data set or you have a clear idea in mind we can help you realise it.
Despite the Machine Learning eco-system being in relative infancy we have had the opportunity to work on AI applications for quite some time.
Our experience allows us to leverage a number of deep learning libraries which are publicly available with relative ease.
This coupled with advanced Math algorithms (from our experience with simulations) gives us a strong foundation for efficient and effective machine learning application development.
We use TensorFlow machine learning framework and R for implementing more involved Math algorithms.
We made a demo application which predicts the dog breed according to input picture.
Machine Learning Infrastructure Design
Building on our extensive experience designing, deploying and supporting large enterprise IT infrastructure solutions over many years we provide our clients with machine learning hardware solutions to fit their needs.
These range from bespoke Deep Learning platforms such as NVIDIA’s DGX-1 to server clusters re-using existing hardware.
One example of such work and associated considerations is outlined here (Machine Learning / AI Storage and Infrastructure Considerations)
IT Services
Databases
Design
Avinton designs databases to offer fast access and low maintenance following fundamental DB design concepts for logical data storage while avoiding data replication. Using of the databases features such as triggers and scripting – database maintenance can often be automated reducing the operational overhead.
Performance Tuning
Each database technology has its own challenges and rules when it comes to tuning and performance. Prior to changing any db parameters Avinton will check query plans to ensure that joins are using the index they are intended, filters are not missing etc. If all seems in order from the SQL and db point of view we may recommend changes to the db parameters and/or hw changes.
Data Analyses & BI
Using Business Intelligence techniques we can generate reports showing the values, ranges, distributions and predictions. Trend correlation is another technique we use that gives an indication of how well different metrics in the database are correlated over time for example.
Management
For those with an existing database wishing to expand or add data to the dataset. Avinton’s consultants will understand the existing database structure and fulfill the requested additions or changes.
IT Services
Maps & GIS
GIS Applications
Avinton provides support for those seeking to use location information in their applications. We have experience in working on GIS systems in different technologies.
We made a demo application about Property Price History of Japan.
GIS Consultancy
A consultancy is geared to those seeking high level advice with regards to technology selection and implementation strategy. Avinton can help you choose the technologies that best meet your goals. For example: OpenLayers vs Googlemaps vs Bing vs Yahoomaps
GIS Reporting
Location based reporting. Identification of “hot spots” and other location based phenomena based on data occurrances per sq metre. In combination with our BI analyses this could yield very interesting phenomena in the dataset.
GIS DB Design & Management
Our DB design team will design the database structure for you to be able to access and store your location information effectively and efficiently.
Map Conversion & Reprojection
Some map servers reproject the imported map automatically others don’t and hence it is common to have issues related to map projection during the importing of your map. Having met these challenges in the past we offer a service to match your original map projection to that of the target system.
IT Services
Server & IT Support
Server Administration
Remote server administration
Co-located/remote hosted server management
System troubleshooting & debugging
Network management (LAN/WAN)
Disaster recovery
Security auditing & hardening
Software installation & configuration
File & directory services, NFS
Backup planning & implementation
Perl / Shell / CGI / system scripting
Emergency support (24/7)
Internet Support & Management
Apache WWW server, SSL, PHP, CGI
Sql, MySql, Oracle install & managment
Sendmail, Qmail, VpopMail, POP, IMAP
DNS-BIND (Bind8, Bind9, Balancing)
FTP, Virtual FTP servers (Proftp, WU)
Load Balancing/Clustering
OpenSSL / OpenSSH / Stunnel
Anti-Spam, Anti-Relay SPEWS-ORBS
IPtables-IPchains configure and tuning
SAMBA deployment & configuration
DHCP & TCP/IP Management
IP Masquerading & NAT
LPR & Print services
Security & Firewall
Security auditing & updating
Linux router firewall design-configuration
IPtables-IPchains configure and tuning
Network security auditing & hardening
Security alert and upgrade management
Disaster & compromise recovery
SSH-OpenSSH-OpenSSL
Local & Wide Area Network
T1-T3-WAN procurement & installation
LAN design & deployment
ISDN Frame-Relay, cable integration
Router firewall integration
Ethernet, wireless (802.11b)
LAN-WAN diagnostics & debugging
Overview
Avinton’s server support ranges from incident based tasks to enterprise class server and network management. Our engineers have experience in a variety of server hardware including HP, IBM, Blade, Netra, Ultra, E1000/2000. We have worked with standalone small office servers to high end, multi layered server systems in large datacentres.
3G & LTE Services
- Nominal Planning
- Dimensioning (Radio + Transmission)
- Optimisation Services
- Network Operations Services
- Data Fill
- Customised Training