Techbest – Top Tech Reviews In Australia
The best in Australian gadgets and technology
We independently review everything we recommend. When you buy through our links, we may earn a commission which is paid directly to our Australia-based writers, editors, and support staff. Thank you for your support!
Xiaomi Redmi Buds 4 Active Wireless Earphones, AI Noise Canceling, Bluetooth 5.3, Deep Bass, Google Fast Pair, Touch Control, Quick Charging, USB Type-C Small, Lightweight,
We independently review everything we recommend. When you buy through our links, we may earn a commission which is paid directly to our Australia-based writers, editors, and support staff. Thank you for your support!
“`html
Marcus Rosen, a principal in machine learning operations (MLOps), revealed at the AWS Summit in Sydney that Rio Tinto is adopting MLOps to standardize the delivery and deployment of new machine learning models. The goal is to make the tasks of data science teams easier by simplifying complex infrastructure and security challenges.
Seven years ago, Rio Tinto launched a centralized machine learning program aimed at aiding different business divisions and product teams. This program provides support to data scientists and citizen data users based in Brisbane, Perth, Singapore, Montreal, as well as a dedicated team in India.
The organization utilizes Amazon SageMaker Studio and SageMaker Canvas to assist both its data scientists and non-technical users. SageMaker Canvas stands out for its ability to allow ‘citizen data scientists’ to create machine learning models without requiring significant coding proficiency.
MLOps in SageMaker streamlines and standardizes workflows throughout the machine learning lifecycle. This method enables data science teams to concentrate on their main responsibilities without getting distracted by infrastructure issues.
Having access to high-quality data is essential for creating effective machine learning models. Nevertheless, Rio Tinto encounters difficulties with several data lakes and strict network controls. The production environments are air-gapped and necessitate whitelisting through a centralized firewall for any external connections.
The company is working on creating a multicloud data lakehouse platform that empowers teams to independently manage and publish their datasets using a data mesh approach. In this framework, datasets are considered products handled by specialized teams, which guarantees controlled access and meticulous curation.
Rio Tinto extensively uses AWS PrivateLinks to ensure secure access to data housed in AWS cloud environments. This approach streamlines security and data access for teams, resulting in greater automation and efficiency.
Machine learning has shown considerable advantages in different operational domains at Rio Tinto.
A machine learning model forecasts maintenance requirements on the private rail network utilized for ore transport. This model anticipates potential problems up to seven weeks ahead, enabling proactive planning and maintenance to prevent expensive interruptions.
In Canada, a machine learning model forecasts the probability of water leaks in industrial smelters, which have the potential to cause explosive hydrogen gas accumulations. This model delivers hourly risk assessments that integrate into the plant’s risk management system, thereby improving safety protocols.
Rio Tinto uses machine learning to locate and maintain animal habitats near its mining areas. This data is incorporated into the planning process to reduce environmental disruptions.
Rio Tinto’s implementation of MLOps via Amazon SageMaker has optimized its machine learning processes, enabling data science teams to deploy models more effectively. Emphasizing automation, data accessibility, and security, the company has seamlessly incorporated ML into essential operational sectors, such as predictive maintenance, health and safety, and habitat management. This integration showcases the significant impact of these technologies within the mining industry.
MLOps, an abbreviation for Machine Learning Operations, refers to the practice focused on optimizing and automating the deployment, monitoring, and management of machine learning models within production settings.
Rio Tinto selected Amazon SageMaker due to its extensive tools such as SageMaker Studio and SageMaker Canvas, which make it easier for both technical and non-technical users to develop and deploy machine learning models.
Using machine learning models for predictive maintenance, Rio Tinto can anticipate potential problems in its rail network as early as seven weeks ahead. This forward-thinking strategy reduces expensive interruptions by enabling prompt maintenance actions.
Rio Tinto encounters difficulties with numerous data repositories and strict security protocols, such as isolated production accounts. These issues hinder access to essential datasets required for developing efficient machine learning models.
A multicloud data lakehouse platform integrates the features of a data lake and a data warehouse across various cloud infrastructures. This allows teams to independently service and share their datasets effectively, while maintaining regulated access and oversight.
A machine learning model in Canada forecasts water leaks in industrial smelters, which might lead to hydrogen gas accumulation. By delivering risk ratings every hour, this model improves safety protocols and helps avert possible dangers.
Machine learning aids Rio Tinto in identifying and managing animal habitats near its mining areas. This data is utilized in planning processes to prevent disruptions to these habitats, showcasing the company’s dedication to ecological responsibility.
The updated HTML article touches on all the essential aspects from the original text, offering extra context for better understanding. It also follows SEO guidelines by using alt image tags, bullet points for easy scanning, subheadings for enhanced readability, and a Q&A section addressing frequent questions from readers.
We independently review everything we recommend. When you buy through our links, we may earn a commission which is paid directly to our Australia-based writers, editors, and support staff. Thank you for your support!
Xiaomi Redmi Buds 4 Pro TWS Wireless Earbuds Earphone Bluetooth 5.3 Active Noise Cancelling 3 Mic Wireless Headphone 36 Hours Life, 3-mic Noise Reduction for Calls, in-Ear Detection, White
We independently review everything we recommend. When you buy through our links, we may earn a commission which is paid directly to our Australia-based writers, editors, and support staff. Thank you for your support!
If you’re the runner-up in Australia’s mobile market, you often need to think outside the box to capture more market share. Optus is giving Australians the opportunity to test its mobile network at no cost.
Optus has significantly invested in enhancing its mobile network, resulting in better speeds and wider coverage. Changing to a new mobile provider might often feel risky, so to ease this transition, Optus is offering participants the opportunity to test its network for free for 7 days through the My Optus app on an eSIM-compatible device.
This is your chance to try out the Optus network firsthand, without needing to depend on a friend’s feedback or a coverage map. Usually, such offers involve a form of commitment or lead to a paid subscription after the trial ends, but this one is completely free and requires no commitments.
During the trial period, customers will be provided with 30GB of data, unlimited standard national calls, and 1,000 standard national text messages for a duration of 7 days within Australia. This trial is crafted to be straightforward, without any obligations or hidden conditions, reflecting the telecommunications company’s commitment to customer empowerment and transparency.
Eligible customers can experience the Optus network for 7 days without needing to provide payment details by registering through the My Optus app. An eligibility check will confirm that customers qualify for the Optus Network Trial and have a device compatible with eSIM. Throughout the trial, you can conduct speed tests and receive a performance quality score, all accessible within the Optus app.
Customers involved in the trial can effortlessly verify their connection using the My Optus app, where they have access to Optus Network Pulse. Network Pulse is an engaging, visual tool that allows customers to comprehend the quality of their connection on the Optus mobile network, all within the My Optus app.
Maurice McCarthy, Managing Director of Customer Success at Optus, expresses his excitement:
“We’re thrilled to introduce the Optus Network Trial. This daring step highlights our trust in our network. With the ease of eSIM and our top-rated My Optus app, users can retain their current number while exploring the Optus mobile network. We are confident that once customers witness the Optus advantage, they’ll transition confidently.”
Optus has launched a new program enabling Australians to test its upgraded mobile network with a complimentary 7-day eSIM trial, offering 30GB of data. This obligation-free trial allows users to compare their existing service with Optus’s network seamlessly. The trial also features unlimited standard national calls and 1,000 standard national texts. Eligible individuals can effortlessly sign up through the My Optus app on eSIM-compatible devices and monitor their connection strength with Optus Network Pulse. For further details, visit https://tinyurl.com/Optus-Trial.
We independently review everything we recommend. When you buy through our links, we may earn a commission which is paid directly to our Australia-based writers, editors, and support staff. Thank you for your support!
Delta Air Lines faced ongoing difficulties in recovering its operations on Monday, following a global IT outage that disrupted flights worldwide three days earlier, leaving thousands of passengers stranded. By 1:30 pm EST on Monday, the airline, headquartered in Atlanta, had cancelled 778 flights, amounting to roughly 20 percent of its planned schedule, based on data from FlightAware. These cancellations represented approximately half of all flight cancellations in the United States at that time.
In comparison, disruptions at other leading US carriers had mostly diminished. A software update from the international cyber security company CrowdStrike led to system issues for Microsoft users, including several airlines, on Friday. A representative from Delta did not promptly reply to requests for comments.
Delta CEO Ed Bastian mentioned over the weekend that the outage impacted a crew tracking tool, rendering the airline “unable to effectively manage the unprecedented volume of changes caused by the system shutdown.” In a different communication, he informed employees that Delta would keep “strategically adjusting” schedules to maintain safety.
Delta is highly regarded for maintaining a dependable operation. Experts note that its punctuality concerning arrivals and departures has contributed to the airline’s reputation as a top-tier carrier. Following the outage, it has called off nearly 30 percent of its flights, as reported by global aviation analytics company Cirium.
The problem has infuriated clients. Numerous individuals reported having to wait for hours to get help because the airline’s support lines were inundated. Some ended up renting cars to drive long distances, and others mentioned that they would have to wait several days for new flights. “I was extremely dissatisfied with Delta’s handling of this situation,” wrote Bob Pearlman on LinkedIn, who had reserved a flight from Honolulu to Salt Lake City.
Bastian mentioned that the outage occurred during “the busiest travel weekend of the summer,” which affected the airline’s ability to re-accommodate passengers. In a memo to staff viewed by Reuters, Delta indicated that it is “doing everything possible” to stabilize its staffing. The airline has increased incentive pay for pilots and flight attendants. “The most important thing you can do to assist right now is to pick up trips in any base,” the memo stated, urging crew members to volunteer for additional trips.
U.S. Transportation Secretary Pete Buttigieg stated that his office had received numerous complaints about Delta’s customer service. He urged the airline to offer swift refunds, free rebooking, and prompt reimbursements to their customers. “No individual should be left stranded at an airport overnight or be on hold for hours trying to speak to a customer service representative,” he commented.
Delta Air Lines is still dealing with the fallout from a major IT outage that affected flights globally. The disruption, caused by a software update from CrowdStrike, has resulted in numerous cancellations and customer frustration. The airline’s management is working diligently to return to normal operations by offering incentives to employees and strategically adjusting schedules. In the meantime, government officials are pressing Delta to prioritize customer service and speed up refunds and rebookings.
The software update from the global cybersecurity company CrowdStrike caused the outage, impacting Microsoft customers such as numerous airlines.
By Monday afternoon, Delta had canceled 778 flights, representing approximately 20 percent of their scheduled operations for the day.
Delta is providing extra pay to pilots and flight attendants to ensure smoother operations. Additionally, they are strategically adjusting schedules and addressing customer service issues promptly.
US Transportation Secretary Pete Buttigieg has urged Delta to promptly issue refunds, offer free rebooking, and provide timely reimbursements. He emphasized that no traveler should be left stranded or have to wait on hold for hours to receive help.
Although Delta is diligently striving to resume regular operations, the complete recovery might require several days due to the extraordinary volume of alterations caused by the system outage.
Customers have voiced frustration and disappointment, mentioning extended wait times for support and delays in rebooking flights. Some had to seek other transportation options.
For the latest technology news and updates, check out TechBest.
We independently review everything we recommend. When you buy through our links, we may earn a commission which is paid directly to our Australia-based writers, editors, and support staff. Thank you for your support!
Jabra Elite 10 Wireless in-Ear Bluetooth Earbuds Advanced Active Noise Cancellation, 6 Built-in Microphones and Dolby Atmos Sound – Titanium Black
We independently review everything we recommend. When you buy through our links, we may earn a commission which is paid directly to our Australia-based writers, editors, and support staff. Thank you for your support!
Australian police forces have dealt a major setback to cybercriminals by confiscating 29 SIM boxes and thousands of SIM cards during raids across various states, targeting smishing (SMS phishing) activities. These devices had sent more than 318 million deceptive messages, defrauding victims of millions of dollars.
The raids occurred in New South Wales (NSW) and Victoria, resulting in the discovery of 26 SIM boxes in NSW and three in Victoria. The devices in NSW had been utilized to transmit more than 318 million messages over a period of several months. Meanwhile, Victorian authorities noted that the confiscated devices in their region were capable of sending hundreds of thousands of malicious texts each day.
Authorities made six arrests—four in New South Wales and two in Victoria—leading to a variety of charges. The individuals are alleged to have coordinated extensive SMS phishing attacks aimed at Australian mobile users.
The inquiry was launched by NSW Police in March but was carried out through the AFP-led Joint Policing Cybercrime Coordination Centre (JPC3). This centre includes all state and territory police organizations as well as the Australian Transaction Reports and Analysis Centre (AUSTRAC).
AFP Detective Superintendent Tim Stainton referred to SIM boxes as “inexpensive and harmful devices” employed by criminals to scam numerous victims. He further stated, “Without police intervention, these SIM boxes could collectively keep sending out between four and six million fraudulent messages daily.”
This extensive operation by the Australian police has delivered a substantial setback to cybercriminals employing SIM boxes for smishing attacks. The confiscation of 29 SIM boxes and thousands of SIM cards has halted the potential dispatch of millions more fraudulent text messages. Joint efforts by various law enforcement agencies have led to six arrests and numerous charges, underscoring the critical role of cooperative approaches in combatting cybercrime.
We independently review everything we recommend. When you buy through our links, we may earn a commission which is paid directly to our Australia-based writers, editors, and support staff. Thank you for your support!
Skullcandy Jib True Wireless in-Ear Earbuds – True Black
We independently review everything we recommend. When you buy through our links, we may earn a commission which is paid directly to our Australia-based writers, editors, and support staff. Thank you for your support!
A BYD owner recently found their charging cable damaged overnight while charging their Atto 3 Electric Vehicle (EV) at a kerbside station in Newcastle. The incident took place at the Victoria Theatre at 8/10 Perkins St, Newcastle NSW 2300, a location that provides overnight charging for up to four vehicles.
The kerbside charging stations at the Victoria Theatre, installed by JetCharge and integrated into the Chargefox network, offer AC charging at 7 kW from chargers mounted on light poles. These chargers present a practical solution for EV owners without home charging options, eliminating the need to run cables across sidewalks.
These curbside stations necessitate that EV owners supply their own Type-2 to Type-2 EV charging cables. These cables can be rather expensive, often costing several hundred dollars based on their length and quality.
The recent incident of vandalism is especially discouraging, indicating a possible anti-electric vehicle attitude. Although the car was not harmed, the expensive charging cable was ruined. There is hope that local companies or inhabitants might possess security recordings that could assist in identifying the perpetrator.
The event has ignited conversations among EV enthusiasts, with individuals exchanging their experiences and worries on forums such as the BYD EV Owners Australia group on Facebook. There is a unified plea for enhanced security protocols and heightened community awareness to avert similar incidents in the future.
The damage inflicted on a BYD Atto 3 EV charging cable in Newcastle underscores the difficulties and risks encountered by the increasing population of electric vehicle owners in Australia. With the rise of kerbside charging solutions, it is crucial for communities to back these efforts and safeguard the infrastructure from harmful actions.
The act of vandalism took place at the Victoria Theatre curbside charging station in Newcastle, situated at 8/10 Perkins St, Newcastle NSW 2300.
The site is equipped with AC chargers provided by JetCharge, offering 7 kW of power and mounted on light poles. These chargers are integrated into the Chargefox network.
Yes, users are required to provide their own Type-2 to Type-2 EV charging cables in order to utilize these kerbside chargers. These cables can be quite costly, sometimes amounting to several hundred dollars.
The act of vandalism appears to be driven by anti-EV sentiment, as only the charging cable was harmed, leaving the vehicle itself untouched.
The community can assist by reviewing security footage from local businesses or homes and reporting any unusual activities. Enhanced awareness and backing for electric vehicle infrastructure are also essential.
You can find discussions about this incident in the BYD EV Owners Australia group on Facebook. Group members share their experiences and concerns about owning electric vehicles and the associated challenges.
We independently review everything we recommend. When you buy through our links, we may earn a commission which is paid directly to our Australia-based writers, editors, and support staff. Thank you for your support!
“`
.png)
There are numerous reasons to move to the cloud, but the method an organization selects to make the transition can greatly impact the outcomes it experiences upon arrival.
According to Kris Jackson, the general manager of cloud infrastructure and security at Fusion5, advantages like lowered expenses, enhanced security, and better governance can be realized, though they are contingent on how well the migration is strategized and performed.
“Firstly, ensure you have a thorough understanding of the workloads in your environment,” Jackson advises. This includes recognizing which applications and data require migration and comprehending their dependencies and performance needs.
The second important point is to ensure you understand that every minute a service operates in the cloud incurs charges. Cloud services use a pay-as-you-go model, so inefficiencies can swiftly result in excessive costs if not properly managed.
Furthermore, consider whether your business is truly prepared to handle workloads in the cloud. Does your team possess adequate knowledge of cloud concepts and the necessary governance and control measures? It is essential to provide proper training and preparation to your team to avoid mismanagement and ensure smooth operations after migration.
Jackson underscores the significance of selecting a partner capable of both accurately evaluating and overseeing the migration process, as well as training internal resources. This guarantees that the staff can effectively handle the new environment.
This opens up the possibility to shift from utilizing traditional processes for cloud management to employing machine-readable definition files, a strategy known as infrastructure-as-code. According to Jackson, this method can result in further cost savings through automation of management tasks and enhanced security.
“It’s crucial to comprehend how your team will function in the new setting and which tools they will utilize to take advantage of that automation,” Jackson explains.
Migrating to the cloud presents various advantages such as lowering expenses, boosting security, and strengthening governance. Nevertheless, comprehending workloads, being mindful of costs, and readying your team are crucial steps for a smooth transition. Collaborating with professionals such as Fusion5 can facilitate the process and secure lasting success by implementing strategies like infrastructure-as-code.
“`
