Distributed Systems

¡Hola! Welcome, and welcome back! We meet in the North York Centre, at 5150 Yonge St. (subway: North York), in the Food Court, every Sunday from 3:30 pm to 5:30 pm. Angela will be your hostess. ¡Hasta luego!

Attendee list will be updated.

⚠️ **IMPORTANT: You must sign up and buy a ticket here to attend:** [https://groupvibe.com/](https://groupvibe.com/) **Join the Toronto City Brunch Club and make new friends!** Each meetup brings together 4–6 people for casual conversations over brunch. We use the Groupvibe platform to facilitate the meetup and ensure everyone’s a good fit. 👉 **To attend, you’ll need to complete registration via this link:** [https://groupvibe.com/](https://groupvibe.com/) We’ll share the exact location of the upcoming meetup the night before only if you have bought a ticket or membership plan. **Why this works:** \* Smaller groups make real conversations easier. \* Discover new restaurants in your city, together. \* Curated lunch venues with good food and vibe. \* If you hit it off with your group, there’s plenty of time to hang out afterwards. **Note:** RSVPs on Meetup don’t reflect total attendance. Many attendees register directly via our website. The event on [Meetup.com](http://meetup.com/) is only a placeholder. This meetup is organized by Groupvibe, a small team passionate about helping people form meaningful friendships offline.

Atheists & Friends meetups are fun and fascinating discussion groups focusing on a range of topics within the realm of atheism. These meetups are held on an informal social gathering format. This event is for our members and invited friends. Please see posts for updates and details.

***Learn to recognize the miracles in your life by listening to the whispers of the Holy Spirit guiding you.*** "The best we can do, in the highest spiritual sense, is to be open to the directions that Divine Spirit gives to us about how to make our daily lives better. And the lesson is very often how to love better with fewer attachments, with fewer ideas about how some event should go." ―Harold Klemp, *Our Spiritual Wake-up Calls,* Mahanta Transcripts 15, page 24 Have you ever heard or experienced life’s whispers? At this ECK Light and Sound Service, you can experience the uplifting sound of HU, explore how Soul connects with the Light and Sound of God each day, and share in a welcoming small-group discussion on finding divine guidance in daily life. You are invited to attend an **ECK Light and Sound Service,** titled **“Life is Speaking—Are You Listening?**” on **Sunday, April 5, 2026, from 11:00 am–12:15 pm.** All are welcome! This hybrid (online/in-person) event will be hosted at the **ECKANKAR Center of Rochester,** located at: **312 West Commercial Street, East Rochester, NY 14445** Would you like to create your own Soul Adventure? Guests who attend our event will be able to download a unique workbook and journal, titled *Raise Your Spiritual IQ*!, that offers creative techniques and spiritual exercises. To learn more about this journal, you can visit Eckankar’s Official YouTube channel to view this short, just over a minute, video by clicking on this link: **[Experience Journal video](https://youtu.be/cZX4KzaXx18)** **More Information** The discussion will be on Zoom. An email with the **Zoom link and phone-in information** will be sent to those who RSVP on the day of the event. For more information regarding local events in the Rochester, NY area call **[585-288-4721](http://tel:5852884721)** or email us at **[eckankarrochesterny@gmail.com](mailto:eckankarrochesterny@gmail.com)** **The ECKANKAR Center of Rochester** is located at **312 W. Commercial St. E. Rochester**. For more Eckankar events in New York State taking place online or in person, please visit our NY ECK website at: **[https://eckankar-ny.org](https://eckankar-ny.org)**

**❤️‍🔥 Zoom Speed Dating for Kitchener Locals – Age & Personality Matched** Skip the apps. Meet Kitchener singles face-to-face on Zoom tonight. Join from home, get matched with Kitchener singles your age, and have real conversations on Zoom. A host runs the whole thing so you can just relax and chat. **Select your age group below:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=391.0&productType=onlineSpeedDating&city=Kitchener&groupurlname=soul-seekers-local-singles-mixer-club&ar=18-32&face_v=23.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=391.0&productType=onlineSpeedDating&city=Kitchener&groupurlname=soul-seekers-local-singles-mixer-club&ar=30-46&face_v=23.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=391.0&productType=onlineSpeedDating&city=Kitchener&groupurlname=soul-seekers-local-singles-mixer-club&ar=40-58&face_v=23.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=391.0&productType=onlineSpeedDating&city=Kitchener&groupurlname=soul-seekers-local-singles-mixer-club&ar=55+&face_v=23.0) **⚠️ Your RSVP doesn't confirm a place.** Click your age group link below, register, and take the personality quiz to secure your spot. Limited places. --- 🎯 **Perfect for:** - Anyone who prefers connecting online before meeting in person - First-time speed daters - Introverts who do better in one-on-one chats - Anyone curious about speed dating but wants a low-pressure start - Busy professionals who value their time ⭐ *"Way better than apps. Real conversations with real people."* – Kitchener attendee **Event Details** - **Format:** Virtual on Zoom – hosted and structured - **Location:** Anywhere you're comfortable – no venue, no commute - **Host:** Friendly host who guides each round - **Vibe:** Casual, easy-going conversations with Kitchener singles - **Privacy:** Contact details only shared on mutual match - **Duration:** About 60–90 minutes - **Matching:** Based on personality quiz results - **Matches:** Mutual matches shared after the event **How It Works** 1. **Sign up** – Click the link for your age range above. 2. **Complete the quiz** – Quick personality quiz so we can pair you well. 3. **Log in** – Join the Zoom session from home. The host runs everything. 4. **Meet your matches** – Rotate through quick chats with compatible Kitchener singles. 5. **Get matches** – Mutual matches revealed after the event. 💡 **Tip:** Test your Zoom and find a quiet, well-lit spot beforehand. --- ✨ Real people, real conversations — all from home. 💝 ✨

\*These classes are not a language exchange, but instead are meant to be a step in between so that students feel confident maintaining in depth and grammatically correct oral conversations outside of class\* \***Meetup event numbers only tend to show new students registering and do not include returning students attending class.** **Per class, there is an average of 7 students.** The first 2 classes are free and then only cost between $18 and $36 depending on which type of class you want to continue with\* These French, English (For Spanish and French speakers only), and Spanish classes are primarily meant for adults who are travellers, or who are planning to live in a French, English, or Spanish-speaking country. The classes are primarily oral-based through guided conversations. They will teach you how to handle conversations in situations such as **"Going to the Convenience Store"**, **"Making Plans"**, **"Negotiating Prices"**, and **"Going out for a Drink"**. To ensure that students get used to using the language automatically, students will learn to maintain contextual conversations with timing before moving on to the next lesson. Call (647)787-9953, e-mail us info@monkeylingo.ca, or visit monkeylingo.ca for more information! **Online and private classes are also available!** No other language classes are as conversational as these ones. We guarantee it! Cheap parking can be found using the "Spot Hero" app.

**💖 Meet Markham Singles Tonight – Online Speed Dating on Zoom** Speed dating from home — meet real Markham singles on Zoom. We pair you with compatible Markham locals based on a quick personality quiz. You'll chat one-on-one on Zoom in short timed rounds with a host guiding the evening. **Register for your age group:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=391.0&productType=onlineSpeedDating&city=Markham&groupurlname=soul-seekers-local-singles-mixer-club&ar=18-32&face_v=23.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=391.0&productType=onlineSpeedDating&city=Markham&groupurlname=soul-seekers-local-singles-mixer-club&ar=30-46&face_v=23.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=391.0&productType=onlineSpeedDating&city=Markham&groupurlname=soul-seekers-local-singles-mixer-club&ar=40-58&face_v=23.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=391.0&productType=onlineSpeedDating&city=Markham&groupurlname=soul-seekers-local-singles-mixer-club&ar=55+&face_v=23.0) **⚠️ Heads up — RSVPing here isn't enough.** Register via your age group link below and complete the quiz. Limited capacity. --- 🎯 **Perfect for:** - Busy professionals who value their time - Introverts who do better in one-on-one chats - People tired of dating apps who want real conversation - Anyone who prefers connecting online before meeting in person - Anyone curious about speed dating but wants a low-pressure start **How It Works** 1. **Choose your age group** – Register through your link above. 2. **Do the matching quiz** – Helps us find your best matches for the night. 3. **Log in** – Join the Zoom session from home. The host runs everything. 4. **Speed date** – One-on-one rounds with personality-matched Markham locals. 5. **Get matches** – Mutual matches revealed after the event. **Event Details** - **Format:** Virtual on Zoom – hosted and structured - **Location:** From home – just need Wi-Fi and a webcam - **Host:** Friendly host who guides each round - **Vibe:** Friendly and low-pressure – just real chats with Markham locals - **Privacy:** Contact details only shared on mutual match - **Rounds:** Several short one-on-one rounds - **Tech:** Zoom, webcam, and decent Wi-Fi - **Duration:** Roughly 1–1.5 hours 💡 **Tip:** Test your Zoom and find a quiet, well-lit spot beforehand. --- ✨ Real people, real conversations — all from home. 💝 ✨

\*These classes are not a language exchange, but instead are meant to be a step in between so that students feel confident maintaining in depth and grammatically correct oral conversations outside of class\* \***Meetup event numbers only tend to show new students registering and do not include returning students attending class.** **Per class, there is an average of 7 students.** The first 2 classes are free and then only cost between $18 and $36 depending on which type of class you want to continue with\* These French, English (For Spanish and French speakers only), and Spanish classes are primarily meant for adults who are travellers, or who are planning to live in a French, English, or Spanish-speaking country. The classes are primarily oral-based through guided conversations. They will teach you how to handle conversations in situations such as **"Going to the Convenience Store"**, **"Making Plans"**, **"Negotiating Prices"**, and **"Going out for a Drink"**. To ensure that students get used to using the language automatically, students will learn to maintain contextual conversations with timing before moving on to the next lesson. Call (647)787-9953, e-mail us info@monkeylingo.ca, or visit monkeylingo.ca for more information! **Online and private classes are also available!** No other language classes are as conversational as these ones. We guarantee it! Cheap parking can be found using the "Spot Hero" app.

**💓 Meet Richmond Hill Singles Tonight – Online Speed Dating on Zoom** A simple, fun way to meet local singles without leaving the house. We pair you with compatible Richmond Hill locals based on a quick personality quiz. You'll chat one-on-one on Zoom in short timed rounds with a host guiding the evening. **Select your age group below:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=391.0&productType=onlineSpeedDating&city=Richmond%20Hill&groupurlname=soul-seekers-local-singles-mixer-club&ar=18-32&face_v=23.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=391.0&productType=onlineSpeedDating&city=Richmond%20Hill&groupurlname=soul-seekers-local-singles-mixer-club&ar=30-46&face_v=23.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=391.0&productType=onlineSpeedDating&city=Richmond%20Hill&groupurlname=soul-seekers-local-singles-mixer-club&ar=40-58&face_v=23.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=391.0&productType=onlineSpeedDating&city=Richmond%20Hill&groupurlname=soul-seekers-local-singles-mixer-club&ar=55+&face_v=23.0) **⚠️ RSVP alone doesn't secure your spot.** You must register through your age group link below and complete the personality quiz. Places are limited. --- 🎯 **Perfect for:** - People getting back into dating after a break - People tired of dating apps who want real conversation - Singles in Richmond Hill who want to meet locals from home - Anyone curious about speed dating but wants a low-pressure start - First-time speed daters **Event Details** - **Format:** Zoom video event – short timed rounds - **Location:** Online from home – no going out required - **Host:** Live host managing rounds and introductions - **Vibe:** Relaxed one-on-one chats with Richmond Hill locals **How It Works** 1. **Register** – Pick your age group above and sign up. 2. **Do the matching quiz** – Helps us find your best matches for the night. 3. **Join on Zoom** – Click the link, hop on, and the host takes it from there. 4. **Chat** – Short timed rounds with Richmond Hill singles matched to you. 5. **Get matches** – Mutual matches revealed after the event. ⭐ *"10/10. The host was great and I actually enjoyed the dates."* – Richmond Hill first-timer --- ✨ One Zoom call, real conversations, real matches. See you there. 💞 ✨

【College Park food court is closed again, so we change the location to the food court in Aura Concourse（384 Yonge St., Toronto, ON）, near the College Station.】 I am helping organize a mandarin-english language exchange downtown. If you want to improve your Mandarin/English, feel free to come by downtown and meet others to practise your language. There will be native Mandarin and English speakers to help you! Or you can share your language skills with others! Every Sunday 3:00pm-5:00pm Aura Concourse（384 Yonge St., Toronto, ON) [ Please find a table with "meetup" label (like the Featured photo).] [ Usually in front of the pharmacy ] —————————————— 大家好： 【College Park的food court又给封了，所以我们把活动地点换到了 Aura Concourse的food court（384 Yonge St., Toronto, ON），靠近College Station。】 我正在组织一场中英文交流活动。如果你想提高你的普通话或者英语，那就快来参加吧！你可以在这里认识很多母语为普通话或者英语的新朋友！他们都非常乐于帮你提高你的中英文表达能力！也欢迎你同我们一起分享你的语言技巧! 谢谢! 每周日 3:00pm-5:00pm Aura Concourse food court（384 Yonge St., Toronto, ON） 【请找到一张桌子，桌上有张纸，写着“Meetup”。】 【位置通常在药房前面】 ———————————————— 大家好： 【College Park的food court又給封了，所以我們把活動地點換到了Aura Concourse的food court（384 Yonge St., Toronto, ON），靠近College 】 我正在組織一場中英文交流活動。如果你想提高你的國語或者英語，那就快來參加吧！你可以在這裡認識很多母語為國語或者英語的新朋友！他們都非常樂於幫你提高你的中英文表達能力！也歡迎你同我們一起分享你的語言技巧！ 謝謝! 每週日 3:00pm-5:00pm Aura Concourse food court（384 Yonge St., Toronto, ON） 【請找到一張桌子，桌上有張紙，寫著“Meetup”】 【位置通常會在藥房前面】

## Details **NO MUSICAL EXPERIENCE REQUIRED** **About Drum & Soul** The only intention behind Drum & Soul is to help create vibrant, healthier, and more united communities – together. We believe art is the best channel for that purpose. This is more than a drumming circle. It is a practical space where we do two things at once: we develop useful skills and cultivate inner qualities, and we help others grow those same qualities. Through rhythms from many cultures, collective singing and meaningful conversation around a focused theme, we practise skills that strengthen both the individual and the community. **Why come** If you want to expand your expressive capacity, practise listening with depth, learning to lead or join others who take community wellbeing to heart, Drum & Soul is for you. This is a place to try courageously, to learn deeply, and to contribute authentically. Everyone is welcome regardless of background or musical experience. If you feel shy in groups, that is completely natural and we got you. A few of us will gently hover around newcomers like butterflies, offering a warm welcome and quiet space so nobody feels out of place. Many people tell us they arrived nervous but soon felt as if they had stepped into a family home. **How it works** At the start of each session we centre with a short breathing exercise, followed by a demonstration of simple rhythms, then break into small groups for guided conversation. Then we’ll have a potluck meal and continuing our conversation and connection over a break. Finally we move into collective jamming and improvisation. **Typical meeting flow** 1. 🫱🏽‍🫲🏻 Arrival & social time – 15 min 2. 🙋🏻‍♀️ Welcome, check in and centring – 15 min 3. 🪘 Call & Respond **Drumming & demo** – 15 min 4. 💬 Facilitated **Discussion** on the Theme (groups of five-or so) – 20 min 5. 🦋 Potluck **dinner** & social time afterwards – 40 min 6. 🕺🏽 Open **Jamming** with multiple instruments – 30 min *This outline is flexible and may shift to suit the group and the space.* **Logistics & what to bring** We meet in a large beautiful space. Drums are available on a first come first served basis. We also provide plenty of small percussion instruments so every hand can play. You are welcome to bring your own drum or instrument. After our time of drumming and dialogue, we share a simple potluck dinner, an extension of our circle where conversation continue to flourish over nourishing food. Feel free to bring whatever you love to share. **Cost & contributions** This is a free event. As a community we are encouraged to contribute even a small snack to share with everyone, or pay what or if you can, to cover the costs of refreshments and material, by E-transfer to: \*\*[hooshmandnyc@gmail.com**](http://hooshmandnyc@gmail.com**) – Contributions are optional. **Helpful notes** No prep needed. Doors open at 3:45 p.m. Please arrive by then so we can start at 4:00 p.m. sharp and keep the flow. Location and any last minute updates are posted on Meetup and in our WhatsApp group. We recommend joining the WhatsApp group (ask us for the link at the venue) for quick notices. **Why this matters** The world is ill, and is aching for a lasting remedy. We believe our sacred mission is to nurture one another, define our roles in service to our fellow humans, and become living temples of unity. A meaning growth unfolds through both self‑discovery and collective effort, and one cannot truly flourish without the other. Come open and prepared to learn, to offer your gifts, and to be strengthened by the power of community. *This ad is also posted in other groups* 📷 Follow us on [Instagram](https://www.instagram.com/artsoultoronto/) 🎥 [A glimpse from one of our sessions](https://youtu.be/ejfeV1PF-0k)

\*These classes are not a language exchange, but instead are meant to be a step in between so that students feel confident maintaining in depth and grammatically correct oral conversations outside of class\* \***Meetup event numbers only tend to show new students registering and do not include returning students attending class.** **Per class, there is an average of students.** The first 2 classes are free and then only cost between $15 and $45 depending on which type of class you want to continue with\*\* These Spanish, English (For Spanish and French speakers only), and French classes are primarily meant for adults who are travellers, or who are planning to live in a French, English, or Spanish-speaking country. The classes are primarily oral-based through guided conversations. They will teach you how to handle conversations in situations such as **"Going to the Convenience Store"**, **"Making Plans"**, **"Negotiating Prices"**, and **"Going out for a Drink"**. To ensure that students get used to using the language automatically, students will learn to maintain contextual conversations with timing before moving on to the next lesson. **Program is also offered in private and online classes**. Call (647)787-9953, e-mail us info@monkeylingo.ca, or visit monkeylingo.ca for more information! **Online and private classes are also available!** No other language classes are as oral as these ones. We guarantee it! Group classes are hosted at **600 Bay Street** every Sunday, Monday, and Tuesday. Call (647)904-5285 upon arrival if no one is there to let you in, and someone will come down to let you in. Cheap parking can be found using the "Spot Hero" app.

The Humanist Monthly Program is our longest running event and still a community favorite. In the old days it used to be called "Going to HCCO" and we still like to think of it as our flagship event. We will be hearing from Becca Powell, Director of Advocacy and Outreach at Unchained At Last, an organization whose mission is dedication to ending forced and child marriage in the United States through direct services and systems change. Unchained At Last's mission clearly meshes and addresses several of our Humanist Ten Commitments. Becca will educate us about an issue many of us may not be familiar with--but should be. Food and drinks will be provided at the event. Feel free to show up a little bit early to hang out and talk. Going forward our meetings will be hybrid. You can meet us in-person or attend online Join Zoom Meeting [https://us02web.zoom.us/j/87836564953?pwd=4Mi57ElZkDIFlb1fnlNwOJ0NiOK4tP.1](https://us02web.zoom.us/j/87836564953?pwd=4Mi57ElZkDIFlb1fnlNwOJ0NiOK4tP.1) Meeting ID: 878 3656 4953 Passcode: 760812 One tap mobile +19292056099,,87836564953#,,,,\*760812# US (New York) +13017158592,,87836564953#,,,,\*760812# US (Washington DC) The formal presentation will start at noon

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** GitHub Copilot is powerful, but what if you could scale from a solo AI assistant to an entire team of specialized agents working in parallel? This session introduces Squad: an open-source framework for multi-agent orchestration that lets you define teams of AI agents with specific roles, responsibilities, and expertise. We'll progress from Copilot basics to the Copilot CLI, explore how Agents add autonomy, and see how Instructions and Skills let you customize agent behavior. Then, the climax: a live demo where a Squad team of 3 agents (Lead, Developer, Tester) stands up and builds a working application in real-time, showcasing true multi-agent collaboration. Whether you're new to AI or exploring how to scale your use of Copilot, this session will show you what's possible when agents work as a team. **YouTube Link** TBD

The global Azure community is coming together again, and Columbus is officially on the map. View the session lineup and speakers at [Global Azure Columbus 2026](https://coazure.github.io/cbus-global-azure-2026/) On **Saturday, April 18, 2026**, the Azure Columbus Meetup, DevOps Meetup, and Code and Coffee Meetup are hosting our local edition of Global Azure 2026. This is a free, community-driven event packed with learning, networking, and all things Microsoft Azure. Whether you’re building modern cloud-native apps, experimenting with AI agents, deploying containers, automating infrastructure, or just beginning your Azure journey, this event is for you! **What to Expect** * Engaging technical sessions * Real-world Azure architecture & cloud-native patterns * AI, agents, automation, and modern DevOps * Food and drinks (because learning burns calories) * Time to connect with fellow engineers, architects, and cloud enthusiasts **Who Should Attend?** * Software engineers (any language, any stack) * Cloud architects * DevOps engineers * Data professionals * AI explorers * Platform builders * Anyone who loves solving hard problems with great tools If you build, deploy, automate, scale, monitor, or optimize in Azure, you’ll feel right at home. **Why Global Azure?** Global Azure is a worldwide community event where Azure user groups host learning sessions on the same day across the globe. It’s grassroots. It’s technical. It’s practical. And it’s powered by people who genuinely love sharing what they’ve learned. And yes, it’s free to attend!

WQC has weekly Thursday night social nights at the Westerville Java Central. Come and grab a coffee and connect with the community: low stakes, chill environment, and tasty drinks. No registration is required; come as you are.

Pay attention! We’re delaying a week for those of you who may be on Spring break and/or celebrating the holiday. Ok, no pancakes, but waffles-a-plenty. Join the local UX and Digital Design community for a casual monthly breakfast. Look for us upstairs!

The Fellowship of the Star Schema: Transforming OLTP Data for Power BI One does not simply build reports on OLTP data. Join us on an epic journey from the depths of raw, normalized tables to the shining halls of a well-modeled star schema fit for Power BI greatness. We will demystify the differences between OLTP and OLAP, walk through star schema vs snowflake (and why Power BI has a clear favorite), and show you the compression differences between normalized and columnar storage that will make you never look at an OLTP model the same way again. We will cover the different types of dimensions, when to use them, and how to handle Slowly Changing Dimensions without losing your mind. You will leave knowing exactly how to identify a bad model, how to convert OLTP data into a clean star schema, and how to forge relationships that rule them all. Whether you are a data wizard, a curious hobbit, or somewhere in between, your models will never be the same.