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Join me to learn how to monitor your AI applications with New Relic
Hi MD,I’d like to personally invite you to my upcoming 60 minute online webinar, How to monitor your AI applications with New Relic, on Tuesday at 10am BST / 11am CEST.
I will share practical insights on how to overcome the unique challenges generative AI applications present for those engineers responsible for building and managing AI-powered technologies.
Attend and learn how to:- Accelerate AI initiatives: Proactively monitor and resolve issues to keep your AI projects on track with New Relic.
- Optimise LLM selection and management: Choose the right LLMs for your application and manage their performance and costs effectively.
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- Optimise performance: Track the performance of your models with telemetry data and choose the right model.
I hope to see you then,Harry Kimpel
Principal Developer Relations Engineer
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by "Harry Kimpel, New Relic" <emeamarketing@newrelic.com> - 05:02 - 30 Sep 2024 -
Is your organization poised for hypergrowth? A leader’s guide
Leading Off
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by "McKinsey Leading Off" <publishing@email.mckinsey.com> - 04:36 - 30 Sep 2024 -
What new style of leadership is needed for today’s business landscape?
Only McKinsey Perspectives
Why self-reflection is crucial Brought to you by Alex Panas, global leader of industries, & Axel Karlsson, global leader of functional practices and growth platforms
Welcome to the latest edition of Only McKinsey Perspectives. We hope you find our insights useful. Let us know what you think at Alex_Panas@McKinsey.com and Axel_Karlsson@McKinsey.com.
—Alex and Axel
•
‘Inside out’ leadership. As organizations grapple with advancing technologies, climate change, and geopolitical complexity, CEOs can no longer rely on an imperial style of leadership, McKinsey senior partner Ramesh Srinivasan, senior partner emeritus Hans-Werner Kaas, and coauthors explain in their new book, The Journey of Leadership: How CEOs Learn to Lead from the Inside Out. To engage stakeholders effectively, leaders need to reflect on how they show up in the world, Srinivasan shares in a recent episode of The McKinsey Podcast.
•
Up close and personal. For leaders to inspire their teams and the institutions that they’re leading, they may need to examine their vulnerabilities, which could be scary. To ease this process, the book offers personal stories of 24 former and current CEOs who reveal their insecurities, their struggles, and how they’ve addressed them, Kaas explains. Listen to the podcast to learn how modern CEOs strike a balance between confidence and humility, and read The Journey of Leadership to get a step-by-step reinvention guide that can help leaders transform themselves.
—Edited by Belinda Yu, editor, Atlanta
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by "Only McKinsey Perspectives" <publishing@email.mckinsey.com> - 01:13 - 30 Sep 2024 -
The power of introspection
On Point
Embrace your authentic self ESSENTIALS FOR LEADERS AND THOSE THEY LEAD
This month marks a significant milestone for Author Talks. Since its inception in 2020, we have produced 200 Author Talks interviews, gleaning fresh insights from CEOs, former CEOs, and other authors of new books. To commemorate this milestone, we’re sharing our top reads across several categories, as well as some summer highlights.
Do you find yourself wishing you could rewrite a chapter of your life? Maybe you’d change how you showed up at a pivotal moment—whether you stood your ground or lost your voice. While the ebb and flow of life rarely allows for do-overs, it does offer something greater: the opportunity for self-reflection. Rather than rewriting history, you could change gears by leaning into your strengths, being open to change, and leading with authenticity. It’s never too late to meet the moment.
This commemorative edition of Readers & Leaders offers insights on self-reflection, including embracing possibility at any age, advocating for yourself and others, addressing gender parity and finding purpose at work, being mindful of societal contributions, and becoming an active learner. Finally, in McKinsey’s latest book, The Journey of Leadership, senior partners Dana Maor, Kurt Strovink, and Ramesh Srinivasan and senior partner emeritus Hans-Werner Kaas provide a playbook for human-centric leadership that highlights the value of introspection, humility, and authenticity.
Check out these interviews and look out for our next edition of Readers & Leaders—now a quarterly newsletter—in early 2025.
Want early access to these interviews? Download the McKinsey Insights app to read the latest Author Talks now.it bears repeating
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TURN BACK THE PAGE: OUR TOP AUTHOR TALKS
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Catch up on the latest and greatest reads for the month. Explore business bestsellers, prepared exclusively for McKinsey by Circana.
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If you'd like to propose a book or author for #McKAuthorTalks, please email us at Author_Talks@Mckinsey.com. Due to the high volume of requests, we will respond only to those being considered.
—Edited by Emily Adeyanju, editor, Carolinas
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by "McKinsey Readers & Leaders" <publishing@email.mckinsey.com> - 03:24 - 29 Sep 2024 -
GLA Middle-East Logistics Forum 2024
Dear agent,
Greeting from Cara and GLA family. Trust you are doing great.
GLA Global Logistics Alliance is proud to host the GLA Middle-East Logistics Forum 2024 in the vibrant city of Riyadh, Saudi Arabia!This event offers an unparalleled opportunity to discover new business opportunities in the logistics world.
Date: 15th October 2024
Location: Riyadh, Saudi Arabia
𝗥𝗲𝗴𝗶𝘀𝘁𝗲𝗿 𝗻𝗼𝘄: https://glafamily.com/forum/v2/
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【Notice Agreement No 7】
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company shall cease to be a member of GLA if:
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by "Cara" <member226@glafamily.com> - 05:26 - 29 Sep 2024 -
The week in charts
The Week in Charts
Commercial fleet demand, AI in aviation, and more Share these insights
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by "McKinsey Week in Charts" <publishing@email.mckinsey.com> - 03:29 - 28 Sep 2024 -
EP131: How Uber Served 40 Million Reads with Integrated Redis Cache?
EP131: How Uber Served 40 Million Reads with Integrated Redis Cache?
This week’s system design refresher:͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ Forwarded this email? Subscribe here for moreThis week’s system design refresher:
Top Kafka Use Cases You Should Know (Youtube video)
How Uber Served 40 Million Reads with Integrated Redis Cache?
What makes AWS Lambda so fast?
Why do we need to use a distributed lock?
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How Uber Served 40 Million Reads with Integrated Redis Cache?
There are 3 main parts of the implementation:
CacheFront Read and Writes with CDC
Uber built CacheFront - an integrated caching solution with Redis, Docstore, and MySQL.
Rather than the microservice, Docstore’s query engine communicates with Redis for read requests.
For cache hits, the query engine fetches data from Redis. For cache misses, the request goes to the storage engine and the database.
In the case of writes, Docstore’s CDC service (Flux) invalidates the records in Redis. It tails MySQL binlog events to trigger the invalidation.
Multi-Region Cache Warming with Redis Streaming
A region fail-over can result in cache misses and overload the database.
To handle this, Uber’s engineering team uses cross-region Redis replication. This is done by tailing the Redis write stream to replicate keys to the remote region.
In the remote region, the stream consumer issues read requests to the query engine that reads the database and updates the cache.
Redis and Docstore Sharding
All teams in Uber use Docstore and some generate a huge number of requests.
Both Redis and Docstore instances are sharded or partitioned to handle the load. But a single Redis cluster going down may create a hot DB shard.
To prevent this, they partitioned the Redis cluster using a scheme that was different from the DB sharding. This ensures that the load is evenly distributed.
Over to you: Would you have done something differently?
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What makes AWS Lambda so fast?
There are 4 main pillars:
Function Invocation
AWS Lambda supports synchronous and asynchronous invocation.
In synchronous invocation, the caller directly calls the Lambda function using AWS CLI, SDK, or other services.
In asynchronous invocation, the caller doesn’t wait for the function’s response. The request is authorized and an event is placed in an internal SQS queue. Pollers read messages from the queue and send them for processing.Assignment Service
The Assignment Service manages the execution environments.
The service is written in Rust for high performance and is divided into multiple partitions with a leader-follower approach for high availability.
The state of execution environments is written to an external journal log.Firecracker MicroVM
Firecracker is a lightweight virtual machine manager designed for running serverless workloads such as AWS Lambda and AWS Fargate.
It uses Linux’s Kernel-based virtual machine to create and manage secure, fast-booting microVMs.Component Storage
AWS Lambda also has to manage the state consisting of input data and function code.
To make it efficient, it uses multiple techniques:Chunking to store the container images more efficiently.
Using convergent encryption to secure the shared data. This involves appending additional data to the chunk to compute a more robust hash.
SnapStart feature to reduce cold start latency by pre-initializing the execution environment
Over to you: Which other features do you think make AWS Lambda fast?
Why do we need to use a distributed lock?
A distributed lock is a mechanism that ensures mutual exclusion across a distributed system.
Top 6 Use Cases for Distributed Locks
Leader Election
Distributed locks can be used to ensure that only one node becomes the leader at any given time.Task Scheduling
In a distributed task scheduler, distributed locks ensure that a scheduled task is executed by only one worker node, preventing duplicate execution.Resource Allocation
When managing shared resources like file systems, network sockets, or hardware devices, distributed locks ensure that only one process can access the resource at a time.Microservices Coordination
When multiple microservices need to perform coordinated operations, such as updating related data in different databases, distributed locks ensure that these operations are performed in a controlled and orderly manner.Inventory Management
In e-commerce platforms, distributed locks can manage inventory updates to ensure that stock levels are accurately maintained when multiple users attempt to purchase the same item simultaneously.Session Management
When handling user sessions in a distributed environment, distributed locks can ensure that a user session is only modified by one server at a time, preventing inconsistencies.
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by "ByteByteGo" <bytebytego@substack.com> - 11:36 - 28 Sep 2024 -
Top 10 reports this quarter
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At #1: The hard stuff: Navigating the physical realities of the energy transition Top Ten Reports │ Third Quarter 2024
Our top ten reports this quarter look at women in the workplace, climate change, asset management, and more. At No. 1, McKinsey's Humayun Tai, Sven Smit, and coauthors explore the physical realities of the energy transition.
2. Women in the Workplace 2024: The 10th-anniversary report
In the tenth year of our Women in the Workplace research, in partnership with LeanIn.Org, we reflect on the notable gains women have made—and how their experiences at work are, in many ways, the same or worse than ten years ago. Sustainable progress toward parity requires that companies recommit to change. Recommendations for companies
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Full Stack Web Developer | Portfolio Competitive Rates Inside!
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by engage.moin@gmail.com - 08:15 - 27 Sep 2024 -
Odoo Address Validation Solution
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by "Kashif Ali" <kashif.ali@geopostcodes.com> - 07:16 - 27 Sep 2024 -
What changes are tech officers making to realize value from tech?
Only McKinsey Perspectives
4 types of roles Brought to you by Alex Panas, global leader of industries, & Axel Karlsson, global leader of functional practices and growth platforms
Welcome to the latest edition of Only McKinsey Perspectives. We hope you find our insights useful. Let us know what you think at Alex_Panas@McKinsey.com and Axel_Karlsson@McKinsey.com.
—Alex and Axel
•
Mindset shifts. In an era of technological change, CIOs, chief technology officers (CTOs), and chief digital and information officers (CDIOs) are looking to turn the promise of tech into real value. How can they realize that goal? Conversations with dozens of business leaders, as well as an analysis of recent research, reveal a set of shifts that tech leaders can make to meet executives’ demands, McKinsey senior partner Aamer Baig and coauthors explain.
•
Orchestrating change. Creating significant gains from AI and tech often means integrating multiple facets of the organization. As orchestrators, tech officers should move from delivering tech to shaping how their companies generate value, directing business and tech teams, and taking on accountability for business outcomes. As one CTO shares, “We’re moving into being IT strategists and setting the direction for the organization.” Discover four types of roles that tech officers can embody as they build value from AI, generative AI, and other technologies.
—Edited by Belinda Yu, editor, Atlanta
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by "Only McKinsey Perspectives" <publishing@email.mckinsey.com> - 01:38 - 27 Sep 2024 -
Remote's 2024 State of Payroll Report is out 📄
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by "Remote" <hello@remote-comms.com> - 11:24 - 26 Sep 2024 -
A human-centric approach to CEO leadership, board–CEO collaboration, inclusive care for people with disabilities, and more highlights
Fall into these highlights from the week Brought to you by Alex Panas, global leader of industries, & Axel Karlsson, global leader of functional practices and growth platforms
Welcome to the latest edition of The Weekend Read. We hope you find our perspectives useful. Let us know what you think at Alex_Panas@McKinsey.com and Axel_Karlsson@McKinsey.com.
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by "McKinsey Weekend Read" <publishing@email.mckinsey.com> - 10:11 - 26 Sep 2024 -
Software Architecture Patterns
Software Architecture Patterns
Software architects often encounter similar goals and problems repeatedly throughout their careers.͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ Forwarded this email? Subscribe here for moreSoftware architects often encounter similar goals and problems repeatedly throughout their careers. These challenges can arise within a single project, across multiple projects within a company, or even throughout an architect's career.
Architectural patterns provide a systematic approach to solving these recurring design issues.
In essence, architectural patterns are reusable approaches to building software that address common design challenges. These patterns capture the core design structures of various systems and software elements, allowing them to be reused across different projects and scenarios.
Some key benefits of knowing about architectural patterns are as follows:
Increased productivity: Instead of reinventing the wheel for each project, architects can rely on established patterns to guide design decisions while saving time and effort. The productivity increase allows teams to focus on the unique aspects of their projects rather than reinventing solutions for recurring issues.
Improved code quality: By following standard patterns, developers can produce higher-quality code that is more maintainable, scalable, and easier to understand.
Better communication: Patterns provide a common language and vocabulary making it easy to discuss and communicate design decisions.
Faster development cycles: With the help of established patterns, development teams can accelerate their development cycles.
In this post, we’ll look at the most popular software architecture patterns used by developers and architects across organizations and systems.
Client-Server Pattern
Client-server architecture is a widely used model for network communication, where a client (user or application) sends requests to a server, and the server responds with the requested data or service. This architecture can be implemented on a single machine or across different machines connected through a network.
See the diagram below for a typical client-server setup...
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Why are US doctors leaving their roles?
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Findings from a physician survey Brought to you by Alex Panas, global leader of industries, & Axel Karlsson, global leader of functional practices and growth platforms
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Ongoing turnover. Healthcare organizations are grappling with the increasingly difficult and urgent task of attracting and retaining physician talent to meet swelling patient demand for care. The seventh edition of a physician survey finds that the doctor shortage shows no signs of abating, McKinsey senior partner Rupal Malani and coauthors reveal. About 35% of respondents indicate that they are likely to leave their current roles in the next five years, of which roughly 60% say they are likely to leave clinical practice entirely.
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