Community Voices
Thoughts and opinions from the computer science and engineering community.

Recent Articles

By Hrishikesh Paranjape
Technological advancements have established the foundation for completing last-mile deliveries in a challenging environment in a timely, safe, and cost-effective manner. Selections are more diverse and deliveries are faster, yet costs are on the rise. As time frames tighten—from days to hours and hours to minutes—customer sensitivity to late de...
By Gaurav Rathi
As the global digital landscape changes at breakneck speed, the sanctity of organizations' data has never been more at risk. Driven by the persistent advancement of technology and increasingly sophisticated cyber threats, identity access management (IAM) systems are evolving rapidly to keep up. IAM systems are the first line of defense in securing...
By Kamala Manju Kesavan
To stay competitive, it is essential for data-driven companies and enterprises to adapt and implement innovative digital developments into their everyday workflow. Relevancy in a global marketplace is reliant on the execution of centralized digital transformation initiatives. An organization's digital transformation journey is only as good as its l...
By Yash Dave
Tech companies require faster, ongoing adaptation and innovation to manage today's rapid technological advancement and evolving consumer priorities. As such, it is vital for organizations to focus on bridging the gap between senior leadership's vision and the precise adaptations of technologies to excel in an ever-changing marketplace. The solution...
By Mayank Hindka
In today's swiftly changing digital landscape, innovate, streamline operations, and enhance customer experiences. At the heart of this transformation lies the integration of Application Programming Interfaces (APIs) and the utilization of Cloud Computing technologies. APIs are the conduit linking various software applications, facilitating seamless...
By Ushakar Jha, PE, MIEEE, MASCE
The urgent need to transition to clean energy is becoming increasingly clear to governments and enterprises across the globe. The United States has established a goal of achieving a carbon-neutral economy by 2050. Additionally, industry leaders like Amazon, Apple, and IBM have set large-scale sustainability goals. At the same time, several factors,...
By Pranav kumar Chaudhary
In today's dynamic world of AI and ML, Machine Learning Engineers need to experiment, train, retrain, and infer ML Models rapidly. Rapid deployment of models for A/B testing, Shadow testing, and Production testing needs a streamlined process to accelerate the experimentation and production time. As per An Introduction to Machine Learning Model Dep...
By Sushil Kumar
Technology permeates every sector. As such, it is essential for technical leaders to master strategic skills beyond pure technical expertise. Collaboration, critical thinking, and communication skills can help leaders scale innovation and lead large, cross-functional teams. Leaders also need rigorous analytical abilities to make decisive trade-offs...
By Steve Prentice
Much of the focus of IT, cybersecurity, and business processes overall since the peak years of the pandemic has been on the technologies at our fingertips. From video chats to hybrid workspaces to generative AI, these quickly evolving tools have changed business forever, and hopefully for the better. But there is a component of the business world t...
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By Christina Iodice
Today's organizations are confronted with the constant threat of cybersecurity breaches that can potentially disrupt their business. Consequently, there is an increasing demand for professionals in the field of cybersecurity. However, fulfilling this demand hasn't been easy. One of the challenges in the industry is gender diversity. Currently, wom...
By Priyanka Damwani
Cybersecurity is one of the most important factors for any business operating today. By the end of 2023 alone, cybercrime is estimated to come to a total cost of $8.15 trillion, and that is forecast to continue rising to an estimate of $13.82 trillion by 2028. So, every business needs to ensure that it takes all measures possible to prevent its org...
By Chester Avey
Artificial intelligence (AI) has seen rapid advancement, especially in recent years. It's estimated that over 250 million companies (77%) are using or exploring AI in some capacity within their operations, and this doesn't show any signs of slowing anytime soon. If anything, the use and availability of AI will continue to permeate in the months and...
By Senthilkumar Thirunavukarasu
Data governance is an integral part of a successful, comprehensive approach to building enterprise data applications in the cloud. Ensuring that data remains secure, compliant with relevant regulations, and well-managed is critical during and after the cloud migration process. In 2021, Gartner Data and Analytics reported that only 61 percent of lea...
By Arunkumar Ganapathy
Imagine a world where applications are not monolithic giants but a tapestry of highly decoupled, focused services, each with a unique role and autonomy. This is the reality that decoupled architecture provides. A decoupled approach transforms how developers build and deploy applications by fostering independence among components and enabling them t...
By Shrivathsan Kumar
Artificial intelligence (AI) and machine learning (ML) have generated a whirlwind of activity and excitement across industries and domains, promising transformative capabilities that sometimes seem too good to be true. Amidst the buzz, it's imperative to discern fact from fiction and gain a pragmatic understanding of the genuine value of these tech...
By Sundeep V. Ravande
In the nuanced world of manufacturing maintenance, a synergy between modern technology and traditional operations holds the key to excellence. Maintenance supervisors, managers, and directors recognize that achieving peak efficiency demands more than manual dexterity—it requires the intelligent integration of technological platforms. Among these,...
By Sundeep V. Ravande
The dynamic realm of utility plant operations has consistently shown the value of efficient maintenance practices. As technology and operational demands advance, utility plant maintenance finds itself at the crossroads of innovation. Pioneering this change are user-friendly mobile devices and real-time data access, which collectively enhance the ef...
By Tracy Bannon
Generative AI (GAI) technologies are being applied in a range of sectors—national defense, healthcare, transportation, and more. While the surge brings advantages, it also presents unique cybersecurity challenges. As a software architect deeply involved in designing secure, complex systems, I recognize the urgency in understanding and addressing ...
By Shivani Shukla
Generative artificial intelligence (GenAI) is too complex to regulate entirely—it would be akin to regulating the internet. Although the internet is not "generative" in its functionality, much of the information that flows through it either cannot be validated or is partially incorrect. Efforts to develop regulations for AI have been in progress ...
By John Thangaraj
Unexpected situations like the COVID-19 pandemic and the ongoing macroeconomic atmosphere are a wake-up call for companies worldwide to accelerate digital transformation exponentially. During the pandemic, when lockdowns and social-distancing restrictions transformed business operations, it quickly became apparent that digital innovation was vital ...
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