@vivekgalatage: Introduction to Parallel Algorithms https://cs.cmu.edu/~guyb/paralg/paralg/parallel.pdf…
Summary
An introductory resource on parallel algorithms, covering fundamental concepts and techniques, from Carnegie Mellon University.
View Cached Full Text
Cached at: 06/15/26, 02:51 AM
Introduction to Parallel Algorithms https://cs.cmu.edu/guyb/paralg/paralg/parallel.pdf… — Source: https://www.cs.cmu.edu/�g�8뫶��sz�2{���v�ƞ��[��v��guyb/paralg/paralg/parallel.pdf @�S�Lȼ��=�A���E �B=��s�/8m`G�9��0 R� V�1��r� � �E9���O1�Z�Ļ�)֞;�l <�za����X6�N��`��֘��l�L8�#�eX��X�b�ފ �5�3C�\\\`U�E�\*xK���5��it3�����Sb9\\����0�C�“/5G�� b;p�t�)ΰ��ЂU�8��t’Z l8I�8˻D� � �<����Ĵ����]���8��”���K��xA�)MW-M1���b]-���x@Zo���2�٦��UsKgu;��3���w���lF��U�ǎ�fN����^��4��l1"��q��8"j����� �\.˺��~D�&������ivlv=xUݺ��xX���ۯ’�\F�y���U�����}��6 �}������*����� �L�y\E�kz��np����;����n狱��Jr��“�?m���;}j;���-謬�fƁ7�-�rO?���r���C��,�q~rS��Ϗ�L��\!V��\>����X�\|�c,�u����� �7���1s�����^\!j\_o�az� �Wu�������"�'����3�軅�� �\`��\|侒 ����7��V� ��� �=h/O�GS\|<����M���ڛ:\.Gt��\\�q~wO\}D\-���\>Ӵ�e�Kh��̸�R��K��������E6��\[E�\\��1������\_s�ƒ���M7�<�C�g�Y��� X��7ȏLt\|ࠦ�ʝ6M S�Ca��r\]�mmj\]j\}jöuEjEjejUj�=��d�%\{\.�sɞO�\|��=���d�'\{~k�c���a?�d�����U�9�����kc����u�X���R�\\�'\> stream x��MO�0���9:�?~�n �64�f�vԴi�Ҡ�o?�NB�f�\] ���q��^K�a@����X�ܐ\`�m�\|��w�N8 ���M�%�4 K\.�x\\"F�Ht2@I�d��\)���I�?�q�rkg���C���2�L������� Ջ��� �9��v0��<�Y:\.7��~�p�p Bv~��<�N T���Q ,���\#\[���ı\_PCl�t?�/�1M'~ղf�cAi��0N��g�N�D7Ӽ\(t�\\�T���;J�dr�N�~U�=ShdǶ\}PN�KU����B�h��M\(A�\!��\}�njCM;����?�����\\�\[b�b�U�̭�a �l�\|\[��Y��df���Xx��3�\`�jh��I�\}\> ��q�5<^���w�`y�V��,�\����Jl(o�eUBjg���2Ut�(‘v�K;G5i’+F��P/�W=:*.qK��@���eT��|��fwa�6���������089������Ղ~k��:�M�8�’#��M ��7Z�N��Q�8�\{D��U��4���?��N��W��d D"� F�^�S\-\\����a���qW�N��^ލk����\}1� 99������ �^ U��8�� ���=�� _�y���C2�� <���BA�C,�ɽ,VC q�qj�w`%��Ա�A^d2l/ �w����Y�h�X]kT/�%�O���M����t" �E�kA�\}Ɋ�2R���Kᨠ�g���zw���\|Y������yp��p�S\+�9�XT���Q����&Y"'��lX�5�JQ����,Y�\\�\_X�Ɏ��y�Мe7A\#���\(��\[ͭ�kk���EƊ̊����úN\.��ԎMճ����t(y�|��Ȇ��ԑ’)*9����`k�cա�z�;�H�3�G���p��k�\x�� B J5�sRD��\_,"J'\}�5���ӳ5/��f��\-��W�^\]�OW����;�Uu٘v5p���\`���R�s��Y\(�'�X�M�Wsg�\(e�@3�T£f�0�ٚ��� �el:��Ѣ\)�w�빚�Ja\-��\{h��,��C�7 I��N��?ѩ��e�r��\)�m\[�&��3�Q��n2�y:\)?�\-O�q�~����As\+�%�TL@��Gkk�p\)�S�\`��C�e�3G�r]����]�4�` �f=��Ң���6EF2t��R�\]T�\>\-��F���;��\*���v�\+o��"�٢� Ȟ����"k�k;u�u3�� �%:ش�e0�� ��s1���\.�<�d�8���wj\} &��N:�oV���Ј�\`ĵ��\(��ck߈��\]�yV�\#@�����Nj��~:��HY甘�IC�B��\+Տ\]�ó��S�W����u���\.�4�����J�\]�Z�\{����ٖ��¿K\]��\>k:��\|z��q\{R�����\)�I��%��C'ȶ�\*����@��fY'�2�N�\[�y��M\\� S=2v����W"�F�i�h���� F�pL ��C�q��,�tc endstream endobj 222 0 obj << /Length 2706 /Filter /FlateDecode \>\> stream xڅYK��� ��W�r��V4�yt��ĻqU�;��:��%�C��&i������1�\\D���V�9m����D���ӛ��h�γ��qS��l�/�p�囧z�[owq����n�����펾�T�M�m������I�����[D�]��B�?��a���QP���T��v[F”�e��!ڮ��PLw)�h����8�ѱ���8Ӷ�յ��w�x� �vW�9�a_��{�ga��]��0#F*�s��‘;��C�g����\���u�8-�����el h�P��-�Fc�1qi������ -�2̈́�D��2a����E���Y4�ior R��b�3{��2�%:A�d���лQZ� �bQs;ScR9;*qv�Vp�G�`�����j�����(9d���,}!|dO)�W �{��s�&�l����)/Z�t��lFY>��p勠慠�r�������>���d%�GU��Ĩ�%��K�`��ˁ����%���Vc�fI Z��MNG�+&��fwM�r��w��?��a����gM+��`�������Q��a2y�А1�R).���1i����Nv��z��I�p��.���L���a��0 �V@��D,���P���}V>�0ݗa�&?��{��6�`��W��|��Q���5�2 ɧ�� ?C���}�B�IX��?%Y,� ۂ��w�|)&�8�%�����[&C��S����N?�h����sW�KУr��Ux���_MD�fjc�ꍯ�Ъ�Ię��}Kw���]b“�� ��,Y��&��X~��7Ƌ���F�:y`��ث���Ta�Y�sc��o�Sm��!��u�P�� U�=}� ��=�“�O�b ������V�>����W�V��5x���r��!@˰l��Jڥ���{�B�b���En��ص ��iw 뭁d\���}�D�v1C q��>G鈟�sN��O�`j|+q� E����H|�YΫű������a~���i�S��b�X�3�f��p}��8�z^5�ᴈ��+��[���t�}4�|9�J%���V�������p���%*V�0�oOo� �>�� endstream endobj 231 0 obj << /Length 3039 /Filter /FlateDecode >> stream xڭZK���ϯБS���Sޔ���&��� �PC�2A�v\\���\(R�>��@��h���h��am����/�_}P�&��2M��y�)�Po�2 3�n�w���T��6ɲ�TՏ*��5O@ɳ�?���5�� Qa�g���h*���p��|4�8?-2G����BtHl� r�k;�!������ /���L������H����V�{�Z���K�ʠ��yx{_�dv�@��+L��C�*p��’豯����!����x�i�Bo^7��?`W*!N��‘8lV���d��W��!Ac�����R��EY/�eL�Q��aُ��o\-�I߁δ���zyEx�bUcגC�x"�\!��P�N\]��1:����ixF/Pv��b�fYVƭҡ�� J��4\)8 J o�@ �O��/�Jd������M\\�3y�9�= ���f��Z�\\��CI�\]�X�����V%����i�wƆu��AP4�n�\)/����\!\]��d�Xr�fsd:j�4�7\-G���ksI�3ɒ�B�j��:�xō�Y6Sͷ�Y?\`\}�� �Γ��t�d��\#i�\]��7f����\[C~q��i\|�j�\(��\!�P�W'aAǤ� �\!\|�P�U��J��%3ř�gK3��HA���Э��s�&��O�Z��I�����2���\#�0�a�\_��s"�\-\|A�xk�@�ꘊ�:I"�Y�u�5/Acմ����\* ����v� ��I�\-���H�B�?�\>��D�uo=���\(�9��;�y���ը;�c\_��A���\#�c�\[5���� �nlX2┇�\|�h~3dQR�0�biލ��N�?�/\>/Q��\#b�<��ΕȻ���"\>������ �d&�FA�� ��PR\-������Oi�xHI1N����Bç0�#�DŽ�?� �}�]�9b���H��0”�7�+k�T}B��f��f��2�i�oEpq�w8O���xe��b�@lͅ����o“����� B����`����6zY����r4XR�f\+���z���hp<Č�Ê�mD�i��J�y%�d ��͞G'Mץ��\[3 rB�V�h9b�@I�5UR\)f1t�1�e�%��sQe��a�s���X\+��\(kIq'r\)\(������\(�\|\.\*�X��X7���O���uMɖ�i8�w&�����G���w�\{��K��2��\`h�J8T9�kJ"ڏ��%1W��k���L\+"vb"�ā����\)fQZI9�l���n�K�y��v���Z��/�2�����RA ��P\] �����<\) �\{ ���,�w�/p�@�20��%����y�4�6��R~���������3��2�&���2��\|�Ϭ��H\[r�y�R��1�;�Y,�c,SP“-.Cc�VݩJ�qԔ� m5S!A{��y�m�3Uי��}�\�ǹc�L�K;&�N`���j�/9ȿ_�ܦt`m#y�N����:�[t�� 1�=��� ��1��E��“��m���=&�f�y�7�� ZT���onh@��O��d;�����I� �^�\(�5��\{&\]f�g��/б��0��NRIJ�0~�;f��k�p=��e\[�\*�����=���U�a����0�He��/\-G7\!p�CP���+�V**�C�“̳�9�����?c= ���e��t�<ԉ�ԧ��6;�c�ֺ� �f9&��滇��x��i��K2*�p=D��Ǧ�t���okG��PA�ys�D��/X�3�^�Z9���S��*.�����Eз�G�{����J��q��WJ�(,�|��*��-���V�#��+�/�����͒��q�o��V*Xp��k�s{���7k�K�i������[��BT�����rӿ>���`�����]cQL�I,�Ŋ�T�e4��{/���;ƻ���=\���e�W�I 5���Ƕ� Fa�lH����JX��P7��wV��p�v�<��[��*�P��.�“W��V��g�ۏ��L�?�放��he�A�����d� ���A����lȎAW7��e8 �P��v. �!�5�|Q��^�b�[��� endstream endobj 240 0 obj << /Length 3404 /Filter /FlateDecode >> stream xڽɎ���_Q�%j`J)Q�������40���Kh-=Z������U��#��G�Ƿ����!:|��ow7��A��0F��*��]�”���N�����n�If���A���Tw<�Te�؆\{U�\>�L�����h��ouX�\.i�������V5�~���C��ު\`��dO8��0MOgY�P��\-�v����uSdO�dcO�,��q�=���O\{�'��X/j�����8Z9�o6������B8���������\(�\{;�� y'�lNv�ئ�4 �8��宙�G��y�h�3C�k�E�҅�\!����\[� �蹰�������٘����O�� ������8����ؖ�\]�D��q�Z�hA\[�p\}�C�V\*uar�\_A\+�2ߣ��"��hp���\[���x�\{E�n�n��4,��\\�q\>����=�r�X��\+�y�\_ �TJnY���uc���~���\*��,M���a\*m��E���\}�\+���m�9�� �Hm��“#R��r�4�(Y5w�,�r�1Y5E�”��SSY7#�[lzb�(�ID-����#Y�ѡ’���/] вc?c��`�ד� � ��l�p�ۺ�p�0�!‘�m#�������%j��D��Q��WE��“Ȝ�P�rb��6�s�{��J�P�Mtw�H,�j�M�� ��Ğ^R}�ga8G|K“X����Cd0udi��b�R8�� LJlC�(�L����8;��N�\D2\��S�e�Մ� �”;�d���̽��֢���@C,> �ЗF�}+7�tR+�gi��FPN���!���,���K��Ӡ��8�����<����9�7ɏX�;B1�Ԇ[�m,��q)�R��g54��@���Om�S��ܩ�����������끰��lI�V\\� /BJ�@%���b�̝s��Ϸ�i����TF�\_��AD�\.�8�cl�H�ε �(,M�UY�DGDZ�(���*N�prxɳ%���NaPD � /�3a:���2ru���� 7\͜:ޮ���+�;T}�L�~~����8�j�����s��h��/��7쳞� sX jN<�ԫ�\��&�ә��S�4[�-8(�p���%������?�B}1�����o�И�m ��#��gϤv�?��w*“ J=ġ���щu����WLR�PbCX�z�ӿ�k�,����J��4��^QD�l�� H��h;�K^�۪ W1�j�����ֺ�G��?�’� ̈́�:!�M�|����J b�:S�eNDw�,�I����Kμ���{O� o\!���bc�[�X���l4���+ھ�S�0�`B��`�n �4��!�elC!�J����W.9�?F�;^o��+��Y���9���&�}���͂��S0�ֲ�&ƚ8�4s�a G��h��H���ιL����s(���s`O>�(H�p�#���L�Sz #���M���Ӹ�\`�����\]ɦl�Y4I�\#�E��Ի"� M��9�~���\`���\(��\(PsXlꊑv~8v\.yu��P�s��2�� \*W�\]��uW1W�����J���&��jœ�\*�\(WI�\+�"�<̤SKoir�\!��Z��So4����sۖ� �0�0\.��G�'j�����i�\(KA �?�ʼn��AN1�߯ �%®Y�N�E��g,��� ;‘���’(�� hs��: ��u&`Z�A5���<�{ט|Ǭ\���xUj�`�0k��N�ܥ�T6������y#�`?z}����Uc�ke�5r��%륤�θZ뢄�p�nm p�uҀ���C��a�/��7�Rh s�^ ��� )“���E4!�8{����7M��,�e����-a�:b|�� X�P }����zdw��)��ɝ��ˏ��������4O��ڧ5O8E��j�U���TE\_:6:C�տ��ר�D2��;���7J^��c�w���d�c?�\\XS�Ns�\+�\)~��������n/o� �\{�E�T��� �d���r;��r� �Kvs����R��J��K�ο�ᦞO7T�9��h�F�\*\+U\{���p��<�\!�~&��ȓIs��Ϳ��H�� �0� ��1�p1DƙW���m��g/��\`�o�\#���ذ'i;�L��^�z�\*��ru\*R�n��Ryĕ\-u;j�R�\+�M��v8�k�?Q�&Y�\* q���\)UH� t��H��\> stream xڕZIo�F��W�� ����V��4�8����99�d��c6��bY�|�Vl��&��X�j����:<���wJ�x���XtFqj�M����Q����:�|�x�t�����?xo�A�0O��’cB�f<���xV�/g�<�a2�65c}��t���?n��(��O�+ڪ�������Ey�[��8�M%��QOǓ>�C����uMjCk��k�zq����:(�;���L7�S�O& J��p{x<�I��p��q�ێ���6.E�Y����#��vꦶrӯ���/G���xJR�T�8����Ñ���<6^䌺�*Ǻ�Ctw<�? ���HWWrg�3���_`�������Ǿ�rg�o��j��oo�; �Ip)�Gitx�s��V�3et��.x�g,x��R{��%������&��#���N�A��x(7��0���^��D^2�G �G���/�A7�ci��ur���+��1��<2�-�Ii���Sw/M�V�솝Ϥo;{&&����زuϼ%�L�Tl�@ s`ފ�k;F1j��f�� ` �qꮍ���t�%�dй=*�Б8�ѱ�BdVqp�4L�� /�KǢ�U��/��Զtm��p�`0����”&%�d�^ sc�< l��;HP�� 5�0�,�Ϣ�Q�_떥b���+’O8��� ܔ.���x�Px��Lg>�勳02f-=���w������_6/h,����L2�&rk�r�ʟ�� 2V��CvB�]l��OW������V����U���ށ: ��\# ��O��e�h�T4K������\!��t�q�\[�F���G\`k,4PHm=\\ؽ�G��\\���F �Te\#\}T퐵��B2�Qp啕Cy� �I�k�ay�t~s\`��5�=�����LA :�k����\\�I4K�;�ܩ�\\7f�%^����C�b�&��QBcˮ\>t3qd��a�l��\\ R D~9�� hd\+\}\#1h��=X�\*w�< �\|�\)������Xip��y��r4F\{��:���\[�\>�1\\m��D��ː da�r�ix\_��\!����x�w\}E� ft��6�\\�g�/\-3\|u��뚚�5����\|��:�B�8d��\(~��T�q��Zw����\`��G� ��\[�wbg�P��?���c�0�W�<"�k��~p�W���f�\*c��B�92�I�����kÆ�p�b�u�旱0pY��N����8n�� \[3C�hREN\{�� a���gxSݓ��UD�\{�H�r �� Z�a~Ky��H�< P�29L��5�P�Ǣ��\|���Z�\-�Y<�g<�D�;9��q�������g=�1�o�U���G�1K\}��M\)EM��������d��sЍ�یR�{Y: Sѐ)-�b�mds�^z8�;N�5��T�����Z;*FPa�������{���!S�c١�S�d�U#�q���������BL��v�2�]�6��S�r���Ck�J M*A�r��V_E���k� ���x)v�/%9�YQ߲�gd��6�@`a&�t� ��9 ���k���‘1�3K��h^��B�y�zN��7,̊��%�.B F�/{/�#��6�2L�’��c>9�dv:��Vգ���v��o�RITi`��%&��Z��05X�_;���Z�Rn��r�j��%����]ecڛюN���ԭ+����’l8��+ϼ��Ro�%��TG?��e�ź�H���ס QҖ�� +w���sM>O�1N}�m��L����[ OD����)yQ���WB}�G���f{¶�� ,[�w“@��w�D��c3�|w� �ծ.�v#�M�Wv!����(@�#W�2�“�g�Zn�YFql���+�!���Q�G^1�u�Ղ
Similar Articles
@vivekgalatage: Roadmap from Cornell - Introduction to CUDA http://cvw.cac.cornell.edu/cuda-intro
This article introduces the Cornell Virtual Workshop's free online tutorial on basic CUDA programming using C, covering prerequisites and additional resources.
@reprompting: https://x.com/reprompting/status/2074133435401064486
A detailed thread summarizing the book 'Programming Massively Parallel Processors', focusing on CUDA and GPU programming concepts, optimization techniques, and parallel patterns.
The Zen of Parallel Programming: The Posture of a Kernel
A blog post exploring parallel programming concepts through the lens of the HipKittens paper, focusing on the eight-wave ping-pong schedule that overlaps computation with memory movement on AMD GPUs, drawing philosophical parallels to Zen principles.
In Parallel
In Parallel is an operating system for execution, designed to manage and coordinate parallel workflows and tasks.
@vivekgalatage: Nancy Lynch's Distributed Algorithms is the kind of book where you read one page, stare at the wall for 10 minutes, and…
A recommendation of Nancy Lynch's book 'Distributed Algorithms' as a valuable resource for distributed systems professionals.