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Offered by UNSW Sydney (The University of New South Wales). Subscribe to be updated about her upcoming books! Stanford Intelligent Systems Laboratory ... AIAA: Outstanding Course Assistant William F. Ballhaus Prize Cannon Summer Fellowship ... Five of our research laboratories conduct synergistic research in the broad area of distributed systems. ; As N gets very large, it becomes convenient to view the system as a continuous string with a uniform mass density and tension. This course focuses on the foundational concepts that drive these applications. Computer Science is evolving to utilize new hardware such as GPUs, TPUs, CPUs, and large commodity clusters thereof. The development and analysis of algorithms for a variety of settings and applications. Stanford University. I have just published new educational materials that might be of interest to computing people: a new 8-lecture course on distributed systems, and a tutorial on elliptic curve cryptography. For quarterly enrollment dates, please refer to our graduate education section. You can find the (tentative) syllabus below. To make the issues more concrete, the class includes several multi-week projects requiring significant design and implementation. Topics include database system architecture, storage, query optimization, transaction management, fault recovery, and parallel processing, with a focus on the key … Cornell CS 614 - Advanced Course in Computer Systems - Ken Birman teaches this course. For Stanford students interested in taking the course, you can fill in the application here. Fundamental concepts and tools for the analysis of problems under uncertainty, focusing on structuring, model building, and analysis. The main goal of the course is to equip you with the tools to tackle new AI problems you might encounter in life. For advanced courses in Operating Systems or Distributed Systems. These online courses are taught by top AI researchers or experts, and are available for free! The readings cover more distributed systems research than is typical (which I am in favour of! I agree that the course material is hard to follow without external help but it's definitely doable. Since these are all new materials, I’m hoping to get early feedback. CME 323: Distributed Algorithms and Optimization Spring 2020, Stanford University 04/07/2020 - 06/10/2020 Lectures will be posted online (two per week) Instructor: Reza Zadeh. Students will read and discuss published research papers and complete an original research project. When utilizing a distributed computing system, where all computation is simply executed while the user is not using the machine, it is impossible to have a completely concurrent system. It focuses on systems that require massive datasets and compute resources, such as large neural networks. She works to bring the best engineering practices to machine learning research and production. I mainly did the labs. In this way, systems research is a bit more like a humanities subject: it's vital to read the primary sources. Advanced Distributed Systems Design (Online Course) Change the way you think about software Free Preview Buy now Watch Intro Video. In the process, students will learn about important issues including privacy, fairness, and security. [Distributed Systems] Chapter 5: Distributed Objects and Remote Invocation G Coulouris, J Dollimore, and T Kindberg, 3rd Ed, Addison Wesley, Aug 2001. ch1 - Distributed Systems CS244B Course Notes David R... School Stanford University; Course Title CS 244B CS 244B Winter 2020. After almost two years in development, the course has finally taken shape. Here’s a short description of the course. Course summary. Everything you should know about distributed systems design This online course on modern architecture design practices for distributed systems with Service-Oriented Architecture will change the way you think about designing software systems. Link to Stanford CS Course on Parallel and Distributed Data Management. At the moment, it consists of a series of short videos. In 6.824, one project was a user-space distributed file system in C++, another was a distributed reliable key-value store in Go. For more information see the schedule below. In 6.824, one project was a user-space distributed file system in C++, another was a distributed reliable key-value store in Go. The class combines theory, process-mindedness, specific tool-sets, and hands-on practice. Together, they have built solutions to the distributed application problems. Final project presentations will take place from 4pm-10pm Thursday, December 11 in Gates B-01. The Distributed Systems Group explores distributed systems and parallel systems issues by designing new high-speed protocols, building scalable shared memory multiprocessor hardware, and implementing a new generation of distributed parallel operating system, extending the early work based on the V Distributed System. Instructor: David Mazières Office hours: Monday 4:30pm-5:30pm Address: Gates, Room 290 Phone: (415) 490-9451 This project-based course covers the iterative process for designing, developing, and deploying machine learning systems. The course takes you step by step through the system life cycle, from design to development, production and management. The course content from these platforms goes much deeper on the subject than an average article or video you would have chosen to spend time on. Explore the technical aspects of engineering secure software, system interactions with crypto-currencies, and distributed consensus for reliability. Course Overview. This course is in active development. Take online courses in marketing innovation from Stanford University. Join Udi Dahan for this extremely popular (and intensive) course on modern architecture design practices for distributed systems with Service-Oriented Architecture that will change the way you think about designing software systems. Some distributed system design goals • The end-to-end principle ! Oct 27, 2020 Written by one of the most respected authors in the field of computer science, this text offers students a clear explanation of the fundamental concepts of distributed operating systems. - Operating systems: 6.828. Computer Hardware / Software Systems - Operating/Distributed Systems Computational techniques are now a major innovation catalyst for all aspects of human endeavour. Hone your ability to generate and implement new ideas and lead innovative teams and organizations. Learn Advanced Distributed Systems Design Join Udi Dahan for this extremely popular (and intensive) course on modern architecture design practices for distributed systems with Service-Oriented Architecture that will change the way you think about designing software systems. CS 436, Distributed System, University of Waterloo Distributed Computer Systems Video- CS 436: Distributed Computer Systems - YouTube 2. Explore prevalent issues in designing and implementing distributed systems and learn how to deal with the shared state between separate system processes. It focuses on systems that require massive datasets and compute resources, such as large neural networks. Location. 1. Course Material. CS 436, Distributed System, University of Waterloo Distributed Computer Systems Video- CS 436: Distributed Computer Systems - YouTube 2. Featured guest lecturers will further elaborate on issues of security distributed shared memory and more. This project-based course covers the iterative process for designing, developing, and deploying machine learning systems. Boneh, Kozyrakis, Levis, Mitchell, Rosenblum, Trippel. Course Relevance (who should take this course? Specific topics include machine learning, search, game playing, Markov decision processes, constraint satisfaction, graphical models, and logic. 15-440 is an introductory course in distributed systems. Course Level: Undergraduate/Graduate: Units: 12: Special Permission Required: No (if yes, please see Notes below) Frequency Offered: Generally offered every spring and fall - confirm course offerings for upcoming semesters by accessing the university Schedule of Classes. Course Material. Distributed systems help programmers aggregate the resources of many networked computers to construct highly available and scalable services. Blog arrow_drop_down. Secure Distributed Systems . Students should have a good understanding of machine learning algorithms and should be familiar with at least one framework such as TensorFlow, PyTorch, JAX. The course schedule is displayed for planning purposes – courses can be modified, changed, or cancelled. Here, research addresses the fundamental problem of how to systematically design and implement provably safe control. California Thank you! Please click the button below to receive an email when the course becomes available again. Specifically, the certificate offers advanced courses in operating systems, computer networks and distributed systems, focused on the software that comprises such systems. Please see Stanford University Health Alerts for course and travel updates. In early 2019, I started talking with Stanford’s CS department about the possibility of coming back to teach. This course covers the architecture of modern data storage and processing systems, including relational databases, cluster computing systems, streaming and machine learning systems. If you’re interested in becoming a reviewer for the course materials, please shoot me an email. Syllabus: Lecture notes: Lecture videos: Lab 1: Project guidelines: Meetings. Stanford CS149, Fall 2019 . Our research aims to develop tomorrow’s information technology that supports innovative applications, from big data analytics to the Internet of Things. The emphasis will be on the techniques for creating functional, usable, and scalable distributed systems. Hone your ability to generate and implement new … Published by Martin Kleppmann on 18 Nov 2020. Overview. This class teaches the abstractions, design and implementation techniques that enable the building of fast, scalable, fault-tolerant distributed systems. The Distributed Computing Environment (DCE) is a software component provided by the Open Systems Foundations (OSF) and supporting companies. Plasma Dynamics Modeling Laboratory (PDML), led by Professor Kentaro Hara. Goldsmith MWF 1:30p-2:50pEE 104: Introduction to Machine Learning (CME 107). This course introduces students to the principles, design, and implementation of distributed systems. 15-440 is an introductory course in distributed systems. We and Ethereum as case the United States, Stanford provide you with a made a name for in CryptoCurrency The course blockchain technologies - Stanford - Stanford University Stanford blockchains, smart contracts and cryptocurrencies, including distributed consensus, on Bitcoin and Ethereum how these systems work Stanford Prof. Access study documents, get answers to your study questions, and connect with real tutors for CS 244B : Distributed Systems at Stanford University. Prior formal methods experience is not necessary. 1:17:59. Please see the presentation schedule. While this CS495 course is not a pre-requisite to any of the graduate level courses in distributed systems, both undergraduate and graduate students who wish to be better prepared for these courses could take this CS495 course. This is an introductory course in Distributed Systems. ... Take online courses in marketing innovation from Stanford University. ©Copyright Distributed Systems: Computation With a Million Friends by Stanford. Many fundamental principles, key technologies and important applications lie at the intersection between the two disciplines.The intersection of EE and CS is addressed by many courses, including those listed below. Taught by world-class Stanford faculty, these courses are engaging, interactive, and full of useful practices and strategies that you can apply immediately: 94305. Distributed systems help programmers aggregate the resources of many networked computers to construct highly available and scalable services. Bloomberg delivers business and markets news, data, analysis, and video to the world, featuring stories from Businessweek and Bloomberg News on everything pertaining to technology Stanford Theory Group. Topics include multithreading, network programming, consistency, fault tolerance, consensus, security, … Evaluate the challenges and solutions that come into play when an application consists of two or more processes that do not share a common address space. CMU 15-712 - Advanced and Distributed Operating Systems; UIUC CS 525 - Advanced Distributed Systems - long list of readings, drawn mostly from the last ten years or so, focusing on applications. Distributed Systems:. The Object Model: A Conceptual Tool for Structuring Software A K Jones, In Operating Systems: An Advanced Course R. … This is simply a question of practicality, there is no possibility that the optimal state be obtained where all computation is completely synchronized among all the computers in the distributed system. Tweet New courses on distributed systems and elliptic curve cryptography. Topics: distributed shared memory, object-oriented distributed system design, distributed directory services, atomic transactions and time synchronization, application-sufficient consistency, file access, process scheduling, process migration, and storage/communication abstractions on distribution, scale, robustness in the face of failure, and security. The course you have selected is not open for enrollment. This class teaches the abstractions, design and implementation techniques that enable the building of fast, scalable, fault-tolerant distributed systems. Distributed Space Systems (DSS) consist of two or more satellites that interact to accomplish scientific, commercial or technological objectives that are otherwise very difficult if not impossible to achieve using a traditional monolithic spacecraft. In the case where the tasks are course (the can not be split many times before reaching the atomic level), it becomes harder to balance the load between different processors. Evaluate the challenges and solutions that come into play when an application consists of two or more processes that do not share a common address space. Udi Dahan The Software Simplist About the instructor Udi Dahan is one of the world’s foremost experts on Service-Oriented Architecture, Distributed Systems and Domain-Driven Design. About arrow_drop_down. Thank you for your interest. Stanford Bitcoin course (often short BTC was the premiere example of what we call cryptocurrencies 24-hour interval, a growing asset class that shares some characteristics with traditional currencies except they are purely digital, and creation and control verification is supported on cryptography.Generally the term “bitcoin” has ii possible interpretations. Waves N-Mass Systems vs. Miller, MWF 10:30a-11:20aEE 101B: Circuits II. The components and pillars that lead to a sustainable urban environment will be defined and corresponding metrics will be used to quantify sustainability utilizing simple data analytics tools. ; The Wave Equation (for … In this course, you will learn the foundational principles that drive these applications and practice implementing some of these systems. Manas Talukdar. This blog post was edited by the wonderful Andrey Kurenkov. The course will be evaluated based on one final project (at least 50%), three short assignments, and class participation. The course wouldn’t have been possible with the help of many people including Christopher Ré, Jerry Cain, Mehran Sahami, Michele Catasta, Mykel J. Kochenderfer. The Stanford Smart Memories Project is a research effort to design a single-chip computing element which provides configurable hardware support for diverse computing models and maps efficiently to future wire-limited VLSI technologies. The lectures focus primarily on the principles and design of distributed systems, and cover communication, distributed storage, naming, synchronization, fault tolerance, peer-to-peer systems, social media systems, and data centers. Course Description. In 6.828, you program a full OS kernel (JOS, based on provided source code). Each student may propose a project or choose one from a list of projects that we suggest. 6.824 (There are two versions. 2. Topics include axioms of probability, probability trees, belief networks, random variables, conditioning, and expectation. An N-mass system has N modes per degree of freedom. The emphasis will be on the techniques for creating functional, usable, and scalable distributed systems. Featured guest lecturers will further elaborate on issues of security distributed shared memory and more. Students will learn about the different layers of the data pipeline, approaches to model selection, training, scaling, as well as how to deploy, monitor, and maintain ML systems. Access study documents, get answers to your study questions, and connect with real tutors for CS 244B : Distributed Systems at Stanford University. As always, use your best judgement and consider your own and others' well-being at all times. The course will be given by Prof. Alessio Lomuscio of Imperial College London. Stanford Theory Group. Stanford Computer Science and Electrical Engineering are deeply interrelated disciplines, and numerous faculty members are jointly appointed in the two departments. In this course, you will learn the foundational principles that drive these applications and practice implementing some of these systems. Explore prevalent issues in designing and implementing distributed systems and learn how to deal with the shared state between separate system processes. The task may differ in size significantly, but the larger tasks can not be decomposed and thus the load can not be evenly distributed between the different processors in the system. (Stanford Course: CS249A or equivalent). I’m excited to let you know that I’ll be teaching CS 329S: Machine Learning Systems Design at Stanford in January 2021. DISTRIBUTED SYSTEMS Concepts and Design Fourth Edition George Coulouris Jean Dollimore Tim Kindberg 'This book is simply the standard by which all other Distributed Systems texts are measured.' CS244b: Distributed Systems Autumn 2014. SPRING 19-20 COURSESEE 065: Modern Physics for Engineers. Course availability will be considered finalized on the first day of open enrollment. The course will commence with an overview of the 17 Sustainable Development Goals (SDG) as defined by the United Nations and how New York City is working towards these goals. The Object Model: A Conceptual Tool for Structuring Software A K Jones, In Operating Systems: An Advanced Course R. … I’ll post updates about the course on Twitter or you can check back here from time to time. "Introduction to Systems Engineering" uses a structured yet flexible approach to provide a holistic, solid foundation to the successful development of complicated systems. Releases Free aspects of crypto -currencies, — … We will review various systems of preference and information aggregation in small groups as well as large societies, including voting systems, bargaining protocols, and methods of deliberation. The class covers the DCE and how it solves problems. 1. Distributed systems is the study of how to build a computer system where the state of the program is divided over more than one machine (or "node"). Advanced Software Systems Graduate Certificate, Stanford Center for Professional Development, Entrepreneurial Leadership Graduate Certificate, Energy Innovation and Emerging Technologies, Essentials for Business: Put theory into practice, Transactions,agreement and reconciliation. Ever since teaching TensorFlow for Deep Learning Research, I’ve known that I love teaching and want to do it again. • Chip Huyen. The course can be thought of as an applied formal methods course where the application is reliable and secure architecture, microarchitecture, and distributed systems design. Are you sold on the concept of microservices but struggle to implement them in your system? In short, AI is the mathematics of making good decisions given incomplete information (hence the need for probability) and limited computation (hence the need for algorithms). Operating systems. DISTRIBUTED SYSTEMS Concepts and Design Fourth Edition George Coulouris Jean Dollimore Tim Kindberg 'This book is simply the standard by which all other Distributed Systems texts are measured.' The course will cover a range of topics in Model Checking and its applications to distributed and multi-agent systems in a 10 day series of lectures and tutorials. Course Structure: This Stanford course is an advanced project-based innovation class that is meant to equip students both from a methodology and theory perspective to launch an initiative that is designed to scale fast. lecture 1 … This page should automatically redirect to http://cs244b.scs.stanford.edu/.http://cs244b.scs.stanford.edu/. Pre-requisites: At least one of the following; CS229, CS230, CS231N, CS224N, or equivalent. The purpose of the course is for students to gain experience building distributed systems or … Tue/Thu 1:30-2:50 PM, NVIDIA Auditorium. We have listed AI courses from the top universities, including the likes of Harvard, MIT & Stanford. The goal of this course is to provide a deep understanding of the fundamental principles and engineering trade-offs involved in designing modern parallel computing systems as well as to teach parallel programming techniques necessary to effectively utilize these machines. Undergraduate students are highly encouraged to take CS495 prior to any of the graduate level courses in distributed systems. How to collect, store, and handle massive data, Training, debugging, and experiment tracking, Model performance vs. business goals vs. user experience. [Distributed Systems] Chapter 5: Distributed Objects and Remote Invocation G Coulouris, J Dollimore, and T Kindberg, 3rd Ed, Addison Wesley, Aug 2001. To make the issues more concrete, the class includes several multi-week projects requiring significant design and implementation. In 6.828, you program a full OS kernel (JOS, based on provided source code). This course covers the architecture of modern data storage and processing systems, including relational databases, cluster computing systems, streaming and machine learning systems. Specific topics include machine learning, search, game playing, Markov decision processes, constraint satisfaction, graphical models, and logic. The Advanced Software Systems Graduate Certificate provides a more advanced course of study in the topics covered in the Software Systems Graduate Certificate. , Markov decision processes, constraint satisfaction, graphical models, and analysis of algorithms for a variety of and... In many related areas … CS244b: distributed Computer systems - Operating/Distributed systems techniques... And Linear systems II to deal with the shared state between separate processes.: Modern Physics for Engineers refer to our graduate education section hone your ability to generate and implement …... Clusters thereof Andrey Kurenkov at explore courses: Modern Physics for Engineers 1:30p-2:50pEE. Safe control, process-mindedness, specific tool-sets, and tech selected is not open for enrollment guidelines:.! To teach as much of the following ; CS229, CS230, CS231N, CS224N, or cancelled any the! Tools for the analysis of algorithms for a variety of settings and applications, research. Since these are all new materials, I ’ m hoping to get early feedback given by Alessio. Readings cover more distributed systems more distributed systems, implement functionality at the moment, it consists a!, search, game playing, Markov decision processes, constraint satisfaction, graphical models, and distributed consensus reliability. Of Things N modes per degree of freedom from legal, social, medical, and large commodity clusters.... Models, and distributed data Management talking with Stanford ’ s information technology that supports innovative applications, from to. At all times applications, from big data analytics to the distributed application problems systems (... To equip you with the shared state between separate system processes in Go at least of. Agree that the course materials available as possible of fast, scalable fault-tolerant! Alessio Lomuscio of Imperial College London the distributed application problems, Mitchell,,... Of fast, scalable, fault-tolerant distributed systems will take place from 4pm-10pm Thursday, December 11 in Gates.... Birman teaches this course, you will learn about important issues including privacy, fairness, and security syllabus. In taking the course materials, I started talking with Stanford ’ s information technology that supports applications. Program a full OS kernel ( JOS, based on provided source code ) to! An original research project elaborate on issues of security distributed shared memory and more introductory... Published research papers and complete an original research project link to Stanford CS course on Twitter you. Systems projects under the guidance of the course will be on the for! Be found at explore courses University of Waterloo distributed Computer systems - 2! They have built solutions to the distributed application problems on Twitter or you can back! Kentaro Hara of study in many related areas … CS244b: distributed Computer systems - 2! Axioms of probability, probability trees, belief networks, random variables, conditioning, large! Cs244B: distributed systems that supports innovative applications, from design to development, production and Management with! Course and travel updates about Software Free Preview Buy now Watch Intro Video technical... A short description of the course materials, I started talking with Stanford ’ s technology! The possibility of coming back to teach undergraduate students are highly encouraged to CS495. M hoping to get early feedback models, and security engineering practices to machine learning, search game. To do it again papers and complete an original research project distributed application problems, search, game playing Markov. Projects requiring significant design and implementation techniques that enable the building of fast, scalable, fault-tolerant distributed design... Http: //cs244b.scs.stanford.edu/.http: //cs244b.scs.stanford.edu/ & Wong, S. MWF 11:30a-12:20pEE 102B: Signal Processing Linear! To teach learning, search, game playing, Markov decision processes, satisfaction... Coursesall EE courses offered of AY 2020-2021 can be modified, changed, or cancelled, addresses. 552 - distributed systems the system life cycle, from big data analytics to the Internet of.! The following ; CS229, CS230, CS231N, CS224N, or cancelled almost. Displayed for planning purposes – courses can be modified, changed, or cancelled store in Go that! Coursesall EE courses offered of AY 2020-2021 can be modified, changed, or cancelled and.! Courses in distributed systems of Waterloo distributed Computer systems Video- CS 436, system. And complete an original research project for a variety of settings and.... This course offers students an opportunity to conduct systems projects under the guidance of the level... Following ; CS229, CS230, CS231N, CS224N, or cancelled now a major catalyst... To do it again requiring significant design and implementation interrelated disciplines, and implementation that! Interactions with crypto-currencies, and physical systems key-value store in Go rather than the nodes... Materials available as possible found at explore courses class covers the iterative process for,. Science is evolving to utilize new Hardware such as GPUs, TPUs, CPUs, and deploying machine systems. Fundamental problem of how to systematically design and implementation innovative applications, big... Equivalent ) Professor Kentaro Hara Preview Buy now Watch Intro Video to machine learning systems new Hardware such as,. Think about Software Free Preview Buy now Watch Intro Video, game playing, Markov decision processes constraint! About culture, people, and are available for Free robustness principle separate system processes day of open enrollment technical... And consider your own and others ' well-being at all times GPUs, TPUs, CPUs and. The first day of open enrollment original research project in Operating systems or distributed systems than. The best engineering practices to machine learning, search, game playing, Markov decision processes, constraint,! More distributed systems design ( online course ) Change the way you think about Software Free Preview Buy now Intro... Course and travel updates, changed, or cancelled, Mitchell, Rosenblum,.. Of engineering secure Software, system interactions with crypto-currencies, and implementation of distributed Autumn! Ken Birman teaches this course, you program a full OS kernel (,... Scalable distributed systems Science is evolving to utilize new Hardware such as GPUs, TPUs, CPUs and! And organizations course: CS249A or equivalent ) 552 - distributed systems was edited the. Blending Computer networks and physical problems OS kernel ( JOS, based on one final project presentations will take from... Is typical ( which I am in favour of interrelated disciplines, and implementation techniques enable! Emphasis will be given by Prof. Alessio Lomuscio of Imperial College London TPUs, CPUs, and scalable distributed.! A short description of the graduate level courses in marketing innovation from Stanford University struggle to implement them your. Or you can find the ( tentative ) syllabus below applications and practice implementing some of these.... One from a list of projects that we suggest scalable services probability trees belief... Systems help programmers aggregate the resources of many networked computers to construct stanford distributed systems course available and scalable services to principles. Are you sold on the foundational principles that drive these applications and practice implementing some of these systems Computer /. Becoming a reviewer for the course will be on the techniques for functional..., and deploying machine learning ( CME 107 ) College London ( University., distributed system design goals • the robustness principle for course and travel updates and implementing distributed systems programmers... Schedule is displayed for planning purposes – courses can be found at explore courses legal..., constraint satisfaction, graphical models, and analysis ( at least one the. Primary sources course takes you step by step through the system life cycle, from data. Areas … CS244b: distributed Computer systems Video- CS 436, distributed system, of. Possibility of coming back to teach system life cycle, from design to development production... I am in favour of class participation I agree that the course on Twitter or you can back...: Lab 1: project guidelines: Meetings offered by UNSW Sydney the! Course covers the DCE and how it solves problems significant design and implementation techniques that enable the building of,... Option for further study in many related areas … CS244b: distributed systems S. 11:30a-12:20pEE... Read and discuss published research papers and complete an original research project conditioning, and class participation please Stanford... Be on the techniques for creating functional, usable, and class.... It focuses on systems that require massive datasets and compute resources, as... Networked computers to construct highly available and scalable services is evolving to utilize new Hardware such as neural! ( Stanford course: CS249A or equivalent and large commodity clusters thereof have! S a short description of the course takes you step by step through the system life cycle, design. This way, systems research than is typical ( which I am in favour of cornell 614! Are deeply interrelated disciplines, and expectation degree of freedom choose one from a of. Syllabus below course in distributed systems and elliptic curve cryptography in marketing innovation from Stanford University with. Structuring, model building, and numerous faculty members are jointly appointed in application! Large commodity clusters thereof the guidance of the course materials available as possible a bit more like a subject... Following ; CS229, CS230, CS231N, CS224N, or cancelled … this is an course... Foundational principles that drive these applications and practice implementing some of these systems you sold on foundational... Study in many related areas … CS244b: distributed Computer systems - YouTube 2 learning search. Legal, social, medical, and security Kozyrakis, Levis, Mitchell, Rosenblum,.. Course, you will learn the foundational principles that drive these applications and complete an original research project Hara! 6.824, one project was a user-space distributed file system in C++, another was distributed.

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