Real-world applications for artificial intelligence are emerging in areas such as boosting the productivity of dispersed workforces. However, early adopters are still struggling to determine the return on initial AI investments, according to a pair of new vendor reports.
Red Hat released research this week indicating that AI deployments have yielded some tangible results in areas such as transportation and utilities that rely heavily on field workers. A separate forecast released Wednesday (Jan.17) by Narrative Science found growing enterprise adoption of AI technologies but little in the way of investment returns.
Chicago-based Narrative Science, which sells natural language generation technology, found that 61 percent of those companies it surveyed deployed AI technologies in 2017. Early deployments focused on business intelligence, finance and product management. “In 2018, the focus will be on ensuring enterprises get value from their AI investments,” company CEO Stuart Frankel noted in releasing the survey.
Early adopters are also encountering many of the hurdles associated with a “first mover” advantage. “More and more organizations are deploying AI-powered technologies, with goals such as improving worker productivity and enhancing the customer experience that are not only laudable, but achievable,” Narrative Science concluded. “A focus on realistic deployment timeframes and accurately measuring the effectiveness and [return on investment] of AI is critical to keeping the current momentum around the technology moving forward.”
Meanwhile, the Red Hat (NYSE: RHT) survey also found an uptick in AI deployments, with 30 percent of respondents planning to implement AI for “field service workers” this year. Other applications include predictive analytics, machine learning and robotics.
While issues such as securing data access and a lack of standards persist, Red Hat found that field workers are “now at the forefront of digital transformation where artificial intelligence, smart mobile devices, the Internet of Things (IoT) and business process management technologies have created new opportunities to better streamline and transform traditional workflows and workforce management practices.”
A predicted 25 percent increase in AI investment through November 2018 is seen transforming field service operations, Red Hat noted in a blog posted on Thursday (Jan. 18). Early movers cited increase field worker productivity (46 percent), streamlining field operations (40 percent) and improving customer service (37 percent) as the top business factors for investing in AI.
Along with a lack of standards, respondents said deployment challenges include keeping pace with technological change and integrating AI deployments with legacy systems. The survey notes that industry groups are focusing on standards and interoperability among IoT devices along with data security while improving integration technologies.
Earlier vendor surveys also have identified barriers to implementation ranging from a lack of IT infrastructure suited to AI applications to a lack AI expertise. For instance, a survey released last fall by data analytics vendor Teradata Corp. (NYSE: TDC) found that 30 percent of those it polled said greater investments would be required to expand AI deployments.
Despite the promise and pitfalls of AI—ranging from freeing workers from drudgery to displacing those same workers—early AI deployments appear to underscore the reality that the technology remains a solution in search of a problem.
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Timing-Architects Embedded Systems GmbH (TA) has been acquired by Vector Informatik GmbH. The Stuttgart-based specialist in automotive embedded electronics says it will now offer its customers a more comprehensive portfolio in the field of multi-core real-time systems.
The two IT companies have been cooperating for a number of years. Their relationship was strengthened in 2016, when Vector acquired a 49% share in Timing-Architects. This cooperation enabled the companies to optimise the interplay between the TA Tool Suite and MICROSAR, Vector’s multi-core-capable AUTOSAR basic software. In addition, Vector successfully marketed the TA Tool Suite throughout the world.
For Dr. Michael Deubzer, managing director and co-founder of Timing-Architects, the integration of TA into Vector was a logical step: “It’s good to see that the TA Tool Suite will continue to be developed with a strong focus on AUTOSAR. I look forward to continuing on this path with the TA Team and Vector.”
Dr. Thomas Beck, managing director of Vector Informatik GmbH, adds: “With its expert knowledge, Timing-Architects has created an ideal support tool for multi-core systems. Thanks to the integration of TA, ECU developers and vehicle manufacturers will have the advantage of a comprehensive solution from a single source.”
Dr. Michael Deubzer
TA’s team of nearly 40 people will continue to expand the TA Tool Suite and integrate it with Vector tools like DaVinci Configurator Pro and PREEvision. The team will also work on ways to speed up the integration of software in high-performance real-time platforms.
Timing-Architects will remain in its location at TechBase Regensburg, which is near the Vector office in Regensburg.
Due to their higher computing power, multi-core processors offer ideal conditions for innovative software applications in vehicles, such as for ADAS systems. However, when applications are running on multiple cores, runtime losses are incurred due to data communication between the cores.
For time-critical applications, the challenge is to find an optimal distribution of the application software. With the TA Tool Suite, the network of multi-core ECUs can be analysed and optimised consistently, resulting in a reliable and efficient system. In the line with the vision of AUTOSAR, now developers will have new degrees of freedom in distributing software functions in real-time multi-core processors.
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The rate of global urbanisation is growing exponentially. But while living in cities offers both social and economic opportunities, the rising costs of living are threatening to increase social inequality, slow down economic growth, and increase levels of crime.
Smart cities, and the technologies that underpin them, are hailed as a significant solution to this problem, and are set to reduce costs for governments, citizens and enterprises alike. In fact, a recent report published by ABI Research, in partnership with Chordant and CA Technologies, reveals smart city and IoT technologies have the potential to save governments, enterprises and citizens globally over $5 trillion (€4.09 trillion) by 2022, says Jim Nolan, executive vice president, Chordant at InterDigital.
Specifically, it is new sharing and service economy paradigms, and the “Internet of Things” along with artificial intelligence (AI) and automation, that will play a leading role in driving these cost savings.
Cutting costs for governments
Governments can benefit tremendously from the implementation of IoT technology and sharing economy business models in energy, water utilities, transportation, and crime and vandalism.
Energy savings is perhaps the first, and most obvious cost benefit of IoT and smart city technology. Turning street lights into smart, connected systems with intelligent on/off cycles, for example, could yield a 30% cost saving for governments.
When it comes to water utilities, advanced leak detection systems can drive direct cost savings by removing the need for manual inspection, while opportunity cost savings can be made through water waste management and waste prevention systems. These cost savings, in turn, help to reduce end-user prices.
Transportation is a major cost centre in government budgets, but adding smart technology such as electronic toll collection (ETC) vehicle to infrastructure (V2I) technology, as well as intelligent traffic light systems, can optimise the use of existing road capacity.
In regard to government services such as waste collection, mobile resource management (MRM) technology can dispatch, manage and monitor field workers, while the deployment of smart garbage bins can enable real-time, remote fill-level monitoring, and therefore the timely dispatch of garbage collection trucks. This isn’t a fantasy, they’re already in use in Dubai. This enables waste collection fleets to run more efficiently and results in fewer trucks on the road. In fact, this form of smart waste collection has the potential to reach cost savings of 30%.
Finally, AI-based automation for surveillance cameras, along with data optimisation, can reduce the costs associated with monitoring and analysing video footage in support of crime reduction. AI technology can also be used to complement surveillance cameras with crowd sourced intelligence such as data captured from social sites, as well as smartphone footage from citizens.
By taking advantage of these different technologies, city governments in mega cities (a metropolitan area with a total population in excess of ten million people) globally could save up $58 billion (€47.40 billion) annually.
Affordable services for citizens
Smart city technologies are not only key for driving cost savings for governments – they play just as important a role in reducing costs for citizens. After housing, mobility presents the second largest item in family […]
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IoT (Internet of Things) strategies are hampering security management, with almost half (47%) of executives in a new survey saying it has become more difficult to stay secure in the last year. This is one of the key findings of the 2017-2018 Global Application and Network Security Report, just released by Radware®, a provider of cyber security and application delivery solutions.
Adding to the problem is the complex issue as to who is responsible for IoT security. When asked who needs to take responsibility, there was no clear consensus among security executives. Responses pinned responsibility on the organisations managing the network through to the manufacturers, but the majority said it was down to consumers using these devices (56%).
Andrew Foxcroft, regional director for Radware UK, Ireland and Nordics, says that its time companies closed the debate and assume responsibility themselves: “Everything that is attached to the network is a threat to security. The longer we debate who is responsible the more advantage we hand to the hackers who will do everything that can to exploit weaknesses.
“Governments of the world are taking more and more interest in IoT and if companies fail to be decisive, take responsibility and collaborate on security, legislation will make the decision for them – look at Germany’s decision to ban smart toys.
“It’s lazy to assume consumers will think about security. We already know people find it challenging to keep up with software updates and are unlikely to think through the risks regardless of the terms and conditions they sign up to. The network is only as strong as its weakest link and the sooner companies realise IoT devices are the weakest link, and that the buck will always stop with them, the better.”
The study also found that the percentage of companies reporting financially motivated cyber-attacks has doubled over the past two years, with 50% of surveyed companies experiencing a cyber-attack motivated by ransom in the past year. As the value of bitcoin and other cryptocurrencies – often the preferred form of payment among hackers – has appreciated, ransom attacks provide an opportunity for hackers to cash out for lucrative gains months later.
Cryptocurrencies help hackers
“The rapid adoption of cryptocurrencies and their subsequent rise in price has presented hackers with a clear upside that goes beyond cryptocurrencies’ anonymity,” adds Foxcroft. “Paying a hacker in these situations not only incentivises further attacks, but it provides criminals with the vital funds they need to continue their operations.”
The number of companies that reported ransom attacks in which hackers use malware to encrypt data, systems, and networks until a ransom is paid – surged in the past year, increasing 40% from the 2016 survey. Companies don’t expect this threat to go away in 2018 either. One in four executives (26%) see ransom as the largest threat to their business sector in the coming year.
“Criminals used various exploits and hacks this year to encrypt vital systems, steal intellectual property, and shut down business operations, all with ransom demands attached to these actions,” Foxcroft said. […]
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Parks Associates recently announced new research showing 41% of U.S. broadband households plan to purchase a smart home product in the next 12 months, including 27% with high purchase intentions. The most popular devices include smart smoke/CO detectors, thermostats, and lightbulbs. The international research firm, which predicts U.S. broadband households will buy almost 55 million […]
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